diff --git a/.gitattributes b/.gitattributes
index 00a70ba03635f5d47ac4252bca7e3f797bb40356..ec3b5c5d1d3fb8de72ae4ef71673d847734090c7 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -52,3 +52,4 @@ batch55/animate.gif filter=lfs diff=lfs merge=lfs -text
 batch90/animate.gif filter=lfs diff=lfs merge=lfs -text
 batch93/animate.gif filter=lfs diff=lfs merge=lfs -text
 batch104/animate.gif filter=lfs diff=lfs merge=lfs -text
+batch112/animate.gif filter=lfs diff=lfs merge=lfs -text
diff --git a/batch112/animate.gif b/batch112/animate.gif
new file mode 100644
index 0000000000000000000000000000000000000000..4bc29cba44d687cb600e892f6ff2f937a8ceabc5
--- /dev/null
+++ b/batch112/animate.gif
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cf21f19f5953a6e644d387ab9151c7b9f3da212d53169c362ef34a2d9f32b152
+size 58213451
diff --git a/batch112/config.json b/batch112/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..e46e4a714a794a9832429c8212ffbc372f0c9bea
--- /dev/null
+++ b/batch112/config.json
@@ -0,0 +1,1031 @@
+{
+    "animate_duration": 10,
+    "batch_size": 64,
+    "device": "cuda:2",
+    "ds_root": "fake_images/CD_L2_IMAGENET64",
+    "grid_size": 16,
+    "loss_metric": "L2",
+    "lr": 0.01,
+    "max_iter": 1200,
+    "model_id": "CD_L2_IMAGENET64",
+    "model_type": "MD_CM",
+    "name": "res-fake_CD_L2_IMAGENET64-CD_L2_IMAGENET64-L2-lr0.01-L2-it1200-lrnc4-bs64",
+    "num_classes": 1000,
+    "num_cycles": 4,
+    "num_inference_steps": 1,
+    "num_training_steps": 1200,
+    "num_warmup_steps": 120,
+    "optim_type": "ADAM",
+    "path": "fake_images/CD_L2_IMAGENET64",
+    "project": "TestAdvTracer",
+    "prompts": [
+        0,
+        1,
+        2,
+        3,
+        4,
+        5,
+        6,
+        7,
+        8,
+        9,
+        10,
+        11,
+        12,
+        13,
+        14,
+        15,
+        16,
+        17,
+        18,
+        19,
+        20,
+        21,
+        22,
+        23,
+        24,
+        25,
+        26,
+        27,
+        28,
+        29,
+        30,
+        31,
+        32,
+        33,
+        34,
+        35,
+        36,
+        37,
+        38,
+        39,
+        40,
+        41,
+        42,
+        43,
+        44,
+        45,
+        46,
+        47,
+        48,
+        49,
+        50,
+        51,
+        52,
+        53,
+        54,
+        55,
+        56,
+        57,
+        58,
+        59,
+        60,
+        61,
+        62,
+        63,
+        64,
+        65,
+        66,
+        67,
+        68,
+        69,
+        70,
+        71,
+        72,
+        73,
+        74,
+        75,
+        76,
+        77,
+        78,
+        79,
+        80,
+        81,
+        82,
+        83,
+        84,
+        85,
+        86,
+        87,
+        88,
+        89,
+        90,
+        91,
+        92,
+        93,
+        94,
+        95,
+        96,
+        97,
+        98,
+        99,
+        100,
+        101,
+        102,
+        103,
+        104,
+        105,
+        106,
+        107,
+        108,
+        109,
+        110,
+        111,
+        112,
+        113,
+        114,
+        115,
+        116,
+        117,
+        118,
+        119,
+        120,
+        121,
+        122,
+        123,
+        124,
+        125,
+        126,
+        127,
+        128,
+        129,
+        130,
+        131,
+        132,
+        133,
+        134,
+        135,
+        136,
+        137,
+        138,
+        139,
+        140,
+        141,
+        142,
+        143,
+        144,
+        145,
+        146,
+        147,
+        148,
+        149,
+        150,
+        151,
+        152,
+        153,
+        154,
+        155,
+        156,
+        157,
+        158,
+        159,
+        160,
+        161,
+        162,
+        163,
+        164,
+        165,
+        166,
+        167,
+        168,
+        169,
+        170,
+        171,
+        172,
+        173,
+        174,
+        175,
+        176,
+        177,
+        178,
+        179,
+        180,
+        181,
+        182,
+        183,
+        184,
+        185,
+        186,
+        187,
+        188,
+        189,
+        190,
+        191,
+        192,
+        193,
+        194,
+        195,
+        196,
+        197,
+        198,
+        199,
+        200,
+        201,
+        202,
+        203,
+        204,
+        205,
+        206,
+        207,
+        208,
+        209,
+        210,
+        211,
+        212,
+        213,
+        214,
+        215,
+        216,
+        217,
+        218,
+        219,
+        220,
+        221,
+        222,
+        223,
+        224,
+        225,
+        226,
+        227,
+        228,
+        229,
+        230,
+        231,
+        232,
+        233,
+        234,
+        235,
+        236,
+        237,
+        238,
+        239,
+        240,
+        241,
+        242,
+        243,
+        244,
+        245,
+        246,
+        247,
+        248,
+        249,
+        250,
+        251,
+        252,
+        253,
+        254,
+        255,
+        256,
+        257,
+        258,
+        259,
+        260,
+        261,
+        262,
+        263,
+        264,
+        265,
+        266,
+        267,
+        268,
+        269,
+        270,
+        271,
+        272,
+        273,
+        274,
+        275,
+        276,
+        277,
+        278,
+        279,
+        280,
+        281,
+        282,
+        283,
+        284,
+        285,
+        286,
+        287,
+        288,
+        289,
+        290,
+        291,
+        292,
+        293,
+        294,
+        295,
+        296,
+        297,
+        298,
+        299,
+        300,
+        301,
+        302,
+        303,
+        304,
+        305,
+        306,
+        307,
+        308,
+        309,
+        310,
+        311,
+        312,
+        313,
+        314,
+        315,
+        316,
+        317,
+        318,
+        319,
+        320,
+        321,
+        322,
+        323,
+        324,
+        325,
+        326,
+        327,
+        328,
+        329,
+        330,
+        331,
+        332,
+        333,
+        334,
+        335,
+        336,
+        337,
+        338,
+        339,
+        340,
+        341,
+        342,
+        343,
+        344,
+        345,
+        346,
+        347,
+        348,
+        349,
+        350,
+        351,
+        352,
+        353,
+        354,
+        355,
+        356,
+        357,
+        358,
+        359,
+        360,
+        361,
+        362,
+        363,
+        364,
+        365,
+        366,
+        367,
+        368,
+        369,
+        370,
+        371,
+        372,
+        373,
+        374,
+        375,
+        376,
+        377,
+        378,
+        379,
+        380,
+        381,
+        382,
+        383,
+        384,
+        385,
+        386,
+        387,
+        388,
+        389,
+        390,
+        391,
+        392,
+        393,
+        394,
+        395,
+        396,
+        397,
+        398,
+        399,
+        400,
+        401,
+        402,
+        403,
+        404,
+        405,
+        406,
+        407,
+        408,
+        409,
+        410,
+        411,
+        412,
+        413,
+        414,
+        415,
+        416,
+        417,
+        418,
+        419,
+        420,
+        421,
+        422,
+        423,
+        424,
+        425,
+        426,
+        427,
+        428,
+        429,
+        430,
+        431,
+        432,
+        433,
+        434,
+        435,
+        436,
+        437,
+        438,
+        439,
+        440,
+        441,
+        442,
+        443,
+        444,
+        445,
+        446,
+        447,
+        448,
+        449,
+        450,
+        451,
+        452,
+        453,
+        454,
+        455,
+        456,
+        457,
+        458,
+        459,
+        460,
+        461,
+        462,
+        463,
+        464,
+        465,
+        466,
+        467,
+        468,
+        469,
+        470,
+        471,
+        472,
+        473,
+        474,
+        475,
+        476,
+        477,
+        478,
+        479,
+        480,
+        481,
+        482,
+        483,
+        484,
+        485,
+        486,
+        487,
+        488,
+        489,
+        490,
+        491,
+        492,
+        493,
+        494,
+        495,
+        496,
+        497,
+        498,
+        499,
+        500,
+        501,
+        502,
+        503,
+        504,
+        505,
+        506,
+        507,
+        508,
+        509,
+        510,
+        511,
+        512,
+        513,
+        514,
+        515,
+        516,
+        517,
+        518,
+        519,
+        520,
+        521,
+        522,
+        523,
+        524,
+        525,
+        526,
+        527,
+        528,
+        529,
+        530,
+        531,
+        532,
+        533,
+        534,
+        535,
+        536,
+        537,
+        538,
+        539,
+        540,
+        541,
+        542,
+        543,
+        544,
+        545,
+        546,
+        547,
+        548,
+        549,
+        550,
+        551,
+        552,
+        553,
+        554,
+        555,
+        556,
+        557,
+        558,
+        559,
+        560,
+        561,
+        562,
+        563,
+        564,
+        565,
+        566,
+        567,
+        568,
+        569,
+        570,
+        571,
+        572,
+        573,
+        574,
+        575,
+        576,
+        577,
+        578,
+        579,
+        580,
+        581,
+        582,
+        583,
+        584,
+        585,
+        586,
+        587,
+        588,
+        589,
+        590,
+        591,
+        592,
+        593,
+        594,
+        595,
+        596,
+        597,
+        598,
+        599,
+        600,
+        601,
+        602,
+        603,
+        604,
+        605,
+        606,
+        607,
+        608,
+        609,
+        610,
+        611,
+        612,
+        613,
+        614,
+        615,
+        616,
+        617,
+        618,
+        619,
+        620,
+        621,
+        622,
+        623,
+        624,
+        625,
+        626,
+        627,
+        628,
+        629,
+        630,
+        631,
+        632,
+        633,
+        634,
+        635,
+        636,
+        637,
+        638,
+        639,
+        640,
+        641,
+        642,
+        643,
+        644,
+        645,
+        646,
+        647,
+        648,
+        649,
+        650,
+        651,
+        652,
+        653,
+        654,
+        655,
+        656,
+        657,
+        658,
+        659,
+        660,
+        661,
+        662,
+        663,
+        664,
+        665,
+        666,
+        667,
+        668,
+        669,
+        670,
+        671,
+        672,
+        673,
+        674,
+        675,
+        676,
+        677,
+        678,
+        679,
+        680,
+        681,
+        682,
+        683,
+        684,
+        685,
+        686,
+        687,
+        688,
+        689,
+        690,
+        691,
+        692,
+        693,
+        694,
+        695,
+        696,
+        697,
+        698,
+        699,
+        700,
+        701,
+        702,
+        703,
+        704,
+        705,
+        706,
+        707,
+        708,
+        709,
+        710,
+        711,
+        712,
+        713,
+        714,
+        715,
+        716,
+        717,
+        718,
+        719,
+        720,
+        721,
+        722,
+        723,
+        724,
+        725,
+        726,
+        727,
+        728,
+        729,
+        730,
+        731,
+        732,
+        733,
+        734,
+        735,
+        736,
+        737,
+        738,
+        739,
+        740,
+        741,
+        742,
+        743,
+        744,
+        745,
+        746,
+        747,
+        748,
+        749,
+        750,
+        751,
+        752,
+        753,
+        754,
+        755,
+        756,
+        757,
+        758,
+        759,
+        760,
+        761,
+        762,
+        763,
+        764,
+        765,
+        766,
+        767,
+        768,
+        769,
+        770,
+        771,
+        772,
+        773,
+        774,
+        775,
+        776,
+        777,
+        778,
+        779,
+        780,
+        781,
+        782,
+        783,
+        784,
+        785,
+        786,
+        787,
+        788,
+        789,
+        790,
+        791,
+        792,
+        793,
+        794,
+        795,
+        796,
+        797,
+        798,
+        799,
+        800,
+        801,
+        802,
+        803,
+        804,
+        805,
+        806,
+        807,
+        808,
+        809,
+        810,
+        811,
+        812,
+        813,
+        814,
+        815,
+        816,
+        817,
+        818,
+        819,
+        820,
+        821,
+        822,
+        823,
+        824,
+        825,
+        826,
+        827,
+        828,
+        829,
+        830,
+        831,
+        832,
+        833,
+        834,
+        835,
+        836,
+        837,
+        838,
+        839,
+        840,
+        841,
+        842,
+        843,
+        844,
+        845,
+        846,
+        847,
+        848,
+        849,
+        850,
+        851,
+        852,
+        853,
+        854,
+        855,
+        856,
+        857,
+        858,
+        859,
+        860,
+        861,
+        862,
+        863,
+        864,
+        865,
+        866,
+        867,
+        868,
+        869,
+        870,
+        871,
+        872,
+        873,
+        874,
+        875,
+        876,
+        877,
+        878,
+        879,
+        880,
+        881,
+        882,
+        883,
+        884,
+        885,
+        886,
+        887,
+        888,
+        889,
+        890,
+        891,
+        892,
+        893,
+        894,
+        895,
+        896,
+        897,
+        898,
+        899,
+        900,
+        901,
+        902,
+        903,
+        904,
+        905,
+        906,
+        907,
+        908,
+        909,
+        910,
+        911,
+        912,
+        913,
+        914,
+        915,
+        916,
+        917,
+        918,
+        919,
+        920,
+        921,
+        922,
+        923,
+        924,
+        925,
+        926,
+        927,
+        928,
+        929,
+        930,
+        931,
+        932,
+        933,
+        934,
+        935,
+        936,
+        937,
+        938,
+        939,
+        940,
+        941,
+        942,
+        943,
+        944,
+        945,
+        946,
+        947,
+        948,
+        949,
+        950,
+        951,
+        952,
+        953,
+        954,
+        955,
+        956,
+        957,
+        958,
+        959,
+        960,
+        961,
+        962,
+        963,
+        964,
+        965,
+        966,
+        967,
+        968,
+        969,
+        970,
+        971,
+        972,
+        973,
+        974,
+        975,
+        976,
+        977,
+        978,
+        979,
+        980,
+        981,
+        982,
+        983,
+        984,
+        985,
+        986,
+        987,
+        988,
+        989,
+        990,
+        991,
+        992,
+        993,
+        994,
+        995,
+        996,
+        997,
+        998,
+        999
+    ],
+    "prompts_arg_name": "class_labels",
+    "repeat": 64,
+    "sample_num": 3000,
+    "seed": 0,
+    "training_sample_folder": "training_samples",
+    "vmax_out": 1,
+    "vmin_out": -1,
+    "batch_idx": 112
+}
\ No newline at end of file
diff --git a/batch112/final.jpg b/batch112/final.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2765e2320113160b6301d7493260514eea7d4920
Binary files /dev/null and b/batch112/final.jpg differ
diff --git a/batch112/loss.jpg b/batch112/loss.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..438600367ff76587f4113c197d91164393dee376
Binary files /dev/null and b/batch112/loss.jpg differ
diff --git a/batch112/record.safetensors b/batch112/record.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..b5a21042e325de61d2493fbc816c94b8c5573a0a
--- /dev/null
+++ b/batch112/record.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9152785c3c807c6c5f4b237c7b8dc95094931edf97b796cd528b0804406f7d99
+size 6598912
diff --git a/batch112/training_samples/sample0.jpg b/batch112/training_samples/sample0.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..255f634a6b2c8f13c6d77487db9b80b7155543ed
Binary files /dev/null and b/batch112/training_samples/sample0.jpg differ
diff --git a/batch112/training_samples/sample1.jpg b/batch112/training_samples/sample1.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b5db63b73745575fd61da62256a9bbb58933328d
Binary files /dev/null and b/batch112/training_samples/sample1.jpg differ
diff --git a/batch112/training_samples/sample10.jpg b/batch112/training_samples/sample10.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..51e050e93e28323412f90e89a90b12e8f2832303
Binary files /dev/null and b/batch112/training_samples/sample10.jpg differ
diff --git a/batch112/training_samples/sample100.jpg b/batch112/training_samples/sample100.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..69fb3e3866798cc41a58799014746e41ca464e98
Binary files /dev/null and b/batch112/training_samples/sample100.jpg differ
diff --git a/batch112/training_samples/sample1000.jpg b/batch112/training_samples/sample1000.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fa1fdfbe919e67d5558902a32e9404419d437140
Binary files /dev/null and b/batch112/training_samples/sample1000.jpg differ
diff --git a/batch112/training_samples/sample1001.jpg b/batch112/training_samples/sample1001.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..042f9b458cc52260eae14fb391f79445e4460d36
Binary files /dev/null and b/batch112/training_samples/sample1001.jpg differ
diff --git a/batch112/training_samples/sample1002.jpg b/batch112/training_samples/sample1002.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9bd6b78ec129576e7913154a06252710bf91caa6
Binary files /dev/null and b/batch112/training_samples/sample1002.jpg differ
diff --git a/batch112/training_samples/sample1003.jpg b/batch112/training_samples/sample1003.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..cca6c1a2b13ed7465309eb23bb2e540b10f0218c
Binary files /dev/null and b/batch112/training_samples/sample1003.jpg differ
diff --git a/batch112/training_samples/sample1004.jpg b/batch112/training_samples/sample1004.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a92cf962be78edecf922ea81bf2a6795f98abe5d
Binary files /dev/null and b/batch112/training_samples/sample1004.jpg differ
diff --git a/batch112/training_samples/sample1005.jpg b/batch112/training_samples/sample1005.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9f5f3dacae24a06ae81896189d535b0f7d34edb4
Binary files /dev/null and b/batch112/training_samples/sample1005.jpg differ
diff --git a/batch112/training_samples/sample1006.jpg b/batch112/training_samples/sample1006.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fdf1d21d951bdcd08c817b28dd86dec34453e91e
Binary files /dev/null and b/batch112/training_samples/sample1006.jpg differ
diff --git a/batch112/training_samples/sample1007.jpg b/batch112/training_samples/sample1007.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c574a95f58d70f71c09634cda0d7d1f2a230e860
Binary files /dev/null and b/batch112/training_samples/sample1007.jpg differ
diff --git a/batch112/training_samples/sample1008.jpg b/batch112/training_samples/sample1008.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a62bb9f9ff88efc5b41f8dd4cfbf92d8d89b3100
Binary files /dev/null and b/batch112/training_samples/sample1008.jpg differ
diff --git a/batch112/training_samples/sample1009.jpg b/batch112/training_samples/sample1009.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..95908edf8156432c5e8e11c5eeaf4ee6316e65ce
Binary files /dev/null and b/batch112/training_samples/sample1009.jpg differ
diff --git a/batch112/training_samples/sample101.jpg b/batch112/training_samples/sample101.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ec70532b41c2e8644679c5a31ec548c37fe47c23
Binary files /dev/null and b/batch112/training_samples/sample101.jpg differ
diff --git a/batch112/training_samples/sample1010.jpg b/batch112/training_samples/sample1010.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4f39163ac6c1de7f755d8cc100941ae4336153fb
Binary files /dev/null and b/batch112/training_samples/sample1010.jpg differ
diff --git a/batch112/training_samples/sample1011.jpg b/batch112/training_samples/sample1011.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1136d423fc8a33d132911691f7636f9b09160827
Binary files /dev/null and b/batch112/training_samples/sample1011.jpg differ
diff --git a/batch112/training_samples/sample1012.jpg b/batch112/training_samples/sample1012.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b5b16d157b2467aed6c7c3b10ea4619b15f6bc6d
Binary files /dev/null and b/batch112/training_samples/sample1012.jpg differ
diff --git a/batch112/training_samples/sample1013.jpg b/batch112/training_samples/sample1013.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bdc0d1bb1f383208d1b28beb58670f4b32317959
Binary files /dev/null and b/batch112/training_samples/sample1013.jpg differ
diff --git a/batch112/training_samples/sample1014.jpg b/batch112/training_samples/sample1014.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ac9a9057ff270287dca41371a420620b9352e091
Binary files /dev/null and b/batch112/training_samples/sample1014.jpg differ
diff --git a/batch112/training_samples/sample1015.jpg b/batch112/training_samples/sample1015.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7f9cb27b371cd9483bf57131d6ad1c1faad89ae8
Binary files /dev/null and b/batch112/training_samples/sample1015.jpg differ
diff --git a/batch112/training_samples/sample1016.jpg b/batch112/training_samples/sample1016.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fecfd0000732113998dad509b4b38639e7b8cae4
Binary files /dev/null and b/batch112/training_samples/sample1016.jpg differ
diff --git a/batch112/training_samples/sample1017.jpg b/batch112/training_samples/sample1017.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..36b69a771ab007d35f97125fc92061015d821661
Binary files /dev/null and b/batch112/training_samples/sample1017.jpg differ
diff --git a/batch112/training_samples/sample1018.jpg b/batch112/training_samples/sample1018.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2b1864e88609d51decf3c12f5b8065d119f20108
Binary files /dev/null and b/batch112/training_samples/sample1018.jpg differ
diff --git a/batch112/training_samples/sample1019.jpg b/batch112/training_samples/sample1019.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d7da572641157c3356c7f283037f2a74a52504a3
Binary files /dev/null and b/batch112/training_samples/sample1019.jpg differ
diff --git a/batch112/training_samples/sample102.jpg b/batch112/training_samples/sample102.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0877eacb2bad1d0c0c8b627e07e0e67e582152b9
Binary files /dev/null and b/batch112/training_samples/sample102.jpg differ
diff --git a/batch112/training_samples/sample1020.jpg b/batch112/training_samples/sample1020.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4ed9d8f24cdca4fcb1598658e6ca4dd2b59394b4
Binary files /dev/null and b/batch112/training_samples/sample1020.jpg differ
diff --git a/batch112/training_samples/sample1021.jpg b/batch112/training_samples/sample1021.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..846ff1feeac5c34b37038e3c354ac460c1a18d4d
Binary files /dev/null and b/batch112/training_samples/sample1021.jpg differ
diff --git a/batch112/training_samples/sample1022.jpg b/batch112/training_samples/sample1022.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..41d68d473a9203776c155fbf84fb8da79a9aa85e
Binary files /dev/null and b/batch112/training_samples/sample1022.jpg differ
diff --git a/batch112/training_samples/sample1023.jpg b/batch112/training_samples/sample1023.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a56578c97f17b79a4fd957b24549de1092996f53
Binary files /dev/null and b/batch112/training_samples/sample1023.jpg differ
diff --git a/batch112/training_samples/sample1024.jpg b/batch112/training_samples/sample1024.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1982f446bba6ce5f22be94a25560916ec17a2ff4
Binary files /dev/null and b/batch112/training_samples/sample1024.jpg differ
diff --git a/batch112/training_samples/sample1025.jpg b/batch112/training_samples/sample1025.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c30ecf67ee01806ea652fbb19aae3a8defcae6f1
Binary files /dev/null and b/batch112/training_samples/sample1025.jpg differ
diff --git a/batch112/training_samples/sample1026.jpg b/batch112/training_samples/sample1026.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b68520533c08c4c64d14b759028bad96ad7ab5f1
Binary files /dev/null and b/batch112/training_samples/sample1026.jpg differ
diff --git a/batch112/training_samples/sample1027.jpg b/batch112/training_samples/sample1027.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2798975b6eecbc996a45c1de83b686b661b6d4a3
Binary files /dev/null and b/batch112/training_samples/sample1027.jpg differ
diff --git a/batch112/training_samples/sample1028.jpg b/batch112/training_samples/sample1028.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..925588724501283fb2385fdf0f5bc40ba0cdd4d9
Binary files /dev/null and b/batch112/training_samples/sample1028.jpg differ
diff --git a/batch112/training_samples/sample1029.jpg b/batch112/training_samples/sample1029.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7aad284e7ebf62176b37b6e954388cfbd16b2b33
Binary files /dev/null and b/batch112/training_samples/sample1029.jpg differ
diff --git a/batch112/training_samples/sample103.jpg b/batch112/training_samples/sample103.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..15e1487f7e83e7043be4fd9c36c1bde487f491fd
Binary files /dev/null and b/batch112/training_samples/sample103.jpg differ
diff --git a/batch112/training_samples/sample1030.jpg b/batch112/training_samples/sample1030.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e16a3a61e3bedff621e60a0ad10d9a14cb68b960
Binary files /dev/null and b/batch112/training_samples/sample1030.jpg differ
diff --git a/batch112/training_samples/sample1031.jpg b/batch112/training_samples/sample1031.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b7bb5db243b62359eeb900989e1e35f4b3cab7cd
Binary files /dev/null and b/batch112/training_samples/sample1031.jpg differ
diff --git a/batch112/training_samples/sample1032.jpg b/batch112/training_samples/sample1032.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d6e7e3b26a45439d2771fed0204f058d690102ef
Binary files /dev/null and b/batch112/training_samples/sample1032.jpg differ
diff --git a/batch112/training_samples/sample1033.jpg b/batch112/training_samples/sample1033.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..76303ce9bcd5f9a8c545e87d85bc8909f3911ed7
Binary files /dev/null and b/batch112/training_samples/sample1033.jpg differ
diff --git a/batch112/training_samples/sample1034.jpg b/batch112/training_samples/sample1034.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c6307897fef255fadde8c4e64fa126dad0f51a55
Binary files /dev/null and b/batch112/training_samples/sample1034.jpg differ
diff --git a/batch112/training_samples/sample1035.jpg b/batch112/training_samples/sample1035.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c3348d5282a99d581b403a2e42474b39d7c20609
Binary files /dev/null and b/batch112/training_samples/sample1035.jpg differ
diff --git a/batch112/training_samples/sample1036.jpg b/batch112/training_samples/sample1036.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3df61c987d6db023eda61ace6e244ad55f90ec1d
Binary files /dev/null and b/batch112/training_samples/sample1036.jpg differ
diff --git a/batch112/training_samples/sample1037.jpg b/batch112/training_samples/sample1037.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ea03c5e0211e35e608c14b2b70f2d745283f31ca
Binary files /dev/null and b/batch112/training_samples/sample1037.jpg differ
diff --git a/batch112/training_samples/sample1038.jpg b/batch112/training_samples/sample1038.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e8036a5695e9815bff12e93dfce7a0a2ba441b4f
Binary files /dev/null and b/batch112/training_samples/sample1038.jpg differ
diff --git a/batch112/training_samples/sample1039.jpg b/batch112/training_samples/sample1039.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..985a4db1a38929c29c973fbb10c0e2a1ee5e6df1
Binary files /dev/null and b/batch112/training_samples/sample1039.jpg differ
diff --git a/batch112/training_samples/sample104.jpg b/batch112/training_samples/sample104.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3723d02f5603d58ec302ef477dca3521c81f527d
Binary files /dev/null and b/batch112/training_samples/sample104.jpg differ
diff --git a/batch112/training_samples/sample1040.jpg b/batch112/training_samples/sample1040.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7bcdc7a2c07d98390d07e5cf1e5a4cb87bd9b51d
Binary files /dev/null and b/batch112/training_samples/sample1040.jpg differ
diff --git a/batch112/training_samples/sample1041.jpg b/batch112/training_samples/sample1041.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bca58b15ea56b565f4d70efcf8e2fb27d983e056
Binary files /dev/null and b/batch112/training_samples/sample1041.jpg differ
diff --git a/batch112/training_samples/sample1042.jpg b/batch112/training_samples/sample1042.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e8c1dc00a1760f0f3f46c36ef9ff242a24c4db8c
Binary files /dev/null and b/batch112/training_samples/sample1042.jpg differ
diff --git a/batch112/training_samples/sample1043.jpg b/batch112/training_samples/sample1043.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..33bb93721dfc6a623e79071868f94c6ba0baf7db
Binary files /dev/null and b/batch112/training_samples/sample1043.jpg differ
diff --git a/batch112/training_samples/sample1044.jpg b/batch112/training_samples/sample1044.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b8f440fb555188bd8bd8c3b2880c32a7b1f6922d
Binary files /dev/null and b/batch112/training_samples/sample1044.jpg differ
diff --git a/batch112/training_samples/sample1045.jpg b/batch112/training_samples/sample1045.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..87687c743e3a8c708b37102685c8d38467ca3c7c
Binary files /dev/null and b/batch112/training_samples/sample1045.jpg differ
diff --git a/batch112/training_samples/sample1046.jpg b/batch112/training_samples/sample1046.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..eb591065905668cd09f526050b26fcc2477b8823
Binary files /dev/null and b/batch112/training_samples/sample1046.jpg differ
diff --git a/batch112/training_samples/sample1047.jpg b/batch112/training_samples/sample1047.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a1533f2c6f91a13457a72391b03c2cb0457efc6c
Binary files /dev/null and b/batch112/training_samples/sample1047.jpg differ
diff --git a/batch112/training_samples/sample1048.jpg b/batch112/training_samples/sample1048.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..06730d1e7b179385dde5f1e15647920ac4570349
Binary files /dev/null and b/batch112/training_samples/sample1048.jpg differ
diff --git a/batch112/training_samples/sample1049.jpg b/batch112/training_samples/sample1049.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9c5819884c391ba79ba2437257219ecd4bc0c6fa
Binary files /dev/null and b/batch112/training_samples/sample1049.jpg differ
diff --git a/batch112/training_samples/sample105.jpg b/batch112/training_samples/sample105.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f7882735af3d1da1015eb142fe0d2dcce03206cf
Binary files /dev/null and b/batch112/training_samples/sample105.jpg differ
diff --git a/batch112/training_samples/sample1050.jpg b/batch112/training_samples/sample1050.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a3ac741f9324b7a85274e17711c65884f914dd5e
Binary files /dev/null and b/batch112/training_samples/sample1050.jpg differ
diff --git a/batch112/training_samples/sample1051.jpg b/batch112/training_samples/sample1051.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e15038465f3eeda16e36d5fdc5bf6e93de2aa3ca
Binary files /dev/null and b/batch112/training_samples/sample1051.jpg differ
diff --git a/batch112/training_samples/sample1052.jpg b/batch112/training_samples/sample1052.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1b791d99d4f243f304db17b8a4176d2cbc5fb126
Binary files /dev/null and b/batch112/training_samples/sample1052.jpg differ
diff --git a/batch112/training_samples/sample1053.jpg b/batch112/training_samples/sample1053.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ed22986008c4c3920efda6fc93ccf62ac3adc934
Binary files /dev/null and b/batch112/training_samples/sample1053.jpg differ
diff --git a/batch112/training_samples/sample1054.jpg b/batch112/training_samples/sample1054.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e60ae8c04c527ffadefe508823f23271ed0f8f9e
Binary files /dev/null and b/batch112/training_samples/sample1054.jpg differ
diff --git a/batch112/training_samples/sample1055.jpg b/batch112/training_samples/sample1055.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4e6246effd40210f5bc59b3e14382f6728c05bea
Binary files /dev/null and b/batch112/training_samples/sample1055.jpg differ
diff --git a/batch112/training_samples/sample1056.jpg b/batch112/training_samples/sample1056.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..84ec8475564201abb67eb540a86bd889dec14b99
Binary files /dev/null and b/batch112/training_samples/sample1056.jpg differ
diff --git a/batch112/training_samples/sample1057.jpg b/batch112/training_samples/sample1057.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bd2f327fc15a631b28e461c2ba3255f11eb1b633
Binary files /dev/null and b/batch112/training_samples/sample1057.jpg differ
diff --git a/batch112/training_samples/sample1058.jpg b/batch112/training_samples/sample1058.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..310eca8eb54961fe8064bba3fa33aaea22374e0e
Binary files /dev/null and b/batch112/training_samples/sample1058.jpg differ
diff --git a/batch112/training_samples/sample1059.jpg b/batch112/training_samples/sample1059.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e1ba79dec54eda9ddb2ce0358f64da7b63882356
Binary files /dev/null and b/batch112/training_samples/sample1059.jpg differ
diff --git a/batch112/training_samples/sample106.jpg b/batch112/training_samples/sample106.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..473e1fd9598e0b31ca49280c81ec8a83cc5fe860
Binary files /dev/null and b/batch112/training_samples/sample106.jpg differ
diff --git a/batch112/training_samples/sample1060.jpg b/batch112/training_samples/sample1060.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ea127b0d9843bb8e357be6fdbab04f7bdac87f4d
Binary files /dev/null and b/batch112/training_samples/sample1060.jpg differ
diff --git a/batch112/training_samples/sample1061.jpg b/batch112/training_samples/sample1061.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..190fbd421569fe97fcdbdb86c32ec3289fee57e1
Binary files /dev/null and b/batch112/training_samples/sample1061.jpg differ
diff --git a/batch112/training_samples/sample1062.jpg b/batch112/training_samples/sample1062.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b68014f59b923275df1555987be034fd28e15cfa
Binary files /dev/null and b/batch112/training_samples/sample1062.jpg differ
diff --git a/batch112/training_samples/sample1063.jpg b/batch112/training_samples/sample1063.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4c40aea92cef8e471921c3b194f0c75fbb61adc6
Binary files /dev/null and b/batch112/training_samples/sample1063.jpg differ
diff --git a/batch112/training_samples/sample1064.jpg b/batch112/training_samples/sample1064.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c2f9ced9fb7596723b0c34da6425d08eb30b69d7
Binary files /dev/null and b/batch112/training_samples/sample1064.jpg differ
diff --git a/batch112/training_samples/sample1065.jpg b/batch112/training_samples/sample1065.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8286038b7ea7d1a9b5deeb62664b75cb52b93435
Binary files /dev/null and b/batch112/training_samples/sample1065.jpg differ
diff --git a/batch112/training_samples/sample1066.jpg b/batch112/training_samples/sample1066.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..cba1c7425356504d0155e7c248654bdb5871f328
Binary files /dev/null and b/batch112/training_samples/sample1066.jpg differ
diff --git a/batch112/training_samples/sample1067.jpg b/batch112/training_samples/sample1067.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bac9fc01fa1b266899b8dd22f6573a01cf7e1c25
Binary files /dev/null and b/batch112/training_samples/sample1067.jpg differ
diff --git a/batch112/training_samples/sample1068.jpg b/batch112/training_samples/sample1068.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a20856dd1f92bc3940bed9674e654516b917158a
Binary files /dev/null and b/batch112/training_samples/sample1068.jpg differ
diff --git a/batch112/training_samples/sample1069.jpg b/batch112/training_samples/sample1069.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9b374dedf9c776ef5c1b62f44f5f39e63096f410
Binary files /dev/null and b/batch112/training_samples/sample1069.jpg differ
diff --git a/batch112/training_samples/sample107.jpg b/batch112/training_samples/sample107.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bcbc3b61cc217bfc8b60c28a0eeedb2eacb5a5f4
Binary files /dev/null and b/batch112/training_samples/sample107.jpg differ
diff --git a/batch112/training_samples/sample1070.jpg b/batch112/training_samples/sample1070.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7d19cc7121f938dc2cc75b3528792e93c291e221
Binary files /dev/null and b/batch112/training_samples/sample1070.jpg differ
diff --git a/batch112/training_samples/sample1071.jpg b/batch112/training_samples/sample1071.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..cd4e99c3f88f2bbc4820bf9bc3023749f37ca98a
Binary files /dev/null and b/batch112/training_samples/sample1071.jpg differ
diff --git a/batch112/training_samples/sample1072.jpg b/batch112/training_samples/sample1072.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..534065f7afe48a88e1d38e4dea55993a31a98823
Binary files /dev/null and b/batch112/training_samples/sample1072.jpg differ
diff --git a/batch112/training_samples/sample1073.jpg b/batch112/training_samples/sample1073.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0d79ababac8b055b85cbae87a029ad21c256cf17
Binary files /dev/null and b/batch112/training_samples/sample1073.jpg differ
diff --git a/batch112/training_samples/sample1074.jpg b/batch112/training_samples/sample1074.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..39b46ce6f0f164e593b2a2311b7ad0d045a4aec3
Binary files /dev/null and b/batch112/training_samples/sample1074.jpg differ
diff --git a/batch112/training_samples/sample1075.jpg b/batch112/training_samples/sample1075.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..24308e697b0e29eabe7855f97af17531463029ae
Binary files /dev/null and b/batch112/training_samples/sample1075.jpg differ
diff --git a/batch112/training_samples/sample1076.jpg b/batch112/training_samples/sample1076.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..66885f26ec85830b1f69344b619bce752ee25d76
Binary files /dev/null and b/batch112/training_samples/sample1076.jpg differ
diff --git a/batch112/training_samples/sample1077.jpg b/batch112/training_samples/sample1077.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f134a31b24ffbb48b4c3301563efc5421e2b8a3e
Binary files /dev/null and b/batch112/training_samples/sample1077.jpg differ
diff --git a/batch112/training_samples/sample1078.jpg b/batch112/training_samples/sample1078.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4ca04450de9278d99a0a3bc20d99d32741b43f74
Binary files /dev/null and b/batch112/training_samples/sample1078.jpg differ
diff --git a/batch112/training_samples/sample1079.jpg b/batch112/training_samples/sample1079.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..35dec6117280e0bd06a2aab4d9cf1f7aa01b78a7
Binary files /dev/null and b/batch112/training_samples/sample1079.jpg differ
diff --git a/batch112/training_samples/sample108.jpg b/batch112/training_samples/sample108.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..375e3282f53ef6e4407ab60789afc21a392764f6
Binary files /dev/null and b/batch112/training_samples/sample108.jpg differ
diff --git a/batch112/training_samples/sample1080.jpg b/batch112/training_samples/sample1080.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2f901e2292fe02fc5c941033ea2e3d47dd495f11
Binary files /dev/null and b/batch112/training_samples/sample1080.jpg differ
diff --git a/batch112/training_samples/sample1081.jpg b/batch112/training_samples/sample1081.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6d31f337bfaf00e3dd9355590417fdd25fe5b82f
Binary files /dev/null and b/batch112/training_samples/sample1081.jpg differ
diff --git a/batch112/training_samples/sample1082.jpg b/batch112/training_samples/sample1082.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2ae0bb9edfcfd4a88c66e8860d1fd3764d102448
Binary files /dev/null and b/batch112/training_samples/sample1082.jpg differ
diff --git a/batch112/training_samples/sample1083.jpg b/batch112/training_samples/sample1083.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3dd9d28b7145664f71f5207babca83e6b432a9ba
Binary files /dev/null and b/batch112/training_samples/sample1083.jpg differ
diff --git a/batch112/training_samples/sample1084.jpg b/batch112/training_samples/sample1084.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..136472059f09e7da2e8265259661dee38aee44b9
Binary files /dev/null and b/batch112/training_samples/sample1084.jpg differ
diff --git a/batch112/training_samples/sample1085.jpg b/batch112/training_samples/sample1085.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0d4f1b8660200219123e84e8bb00d779c1074f4f
Binary files /dev/null and b/batch112/training_samples/sample1085.jpg differ
diff --git a/batch112/training_samples/sample1086.jpg b/batch112/training_samples/sample1086.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6e9b12be353e35c294992736e16d4862c95f8719
Binary files /dev/null and b/batch112/training_samples/sample1086.jpg differ
diff --git a/batch112/training_samples/sample1087.jpg b/batch112/training_samples/sample1087.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..baf93c2483ce8f88421ccf048d3e3f5325d2dcb2
Binary files /dev/null and b/batch112/training_samples/sample1087.jpg differ
diff --git a/batch112/training_samples/sample1088.jpg b/batch112/training_samples/sample1088.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..57175182b30843bbad5c13859508585cbb80ad92
Binary files /dev/null and b/batch112/training_samples/sample1088.jpg differ
diff --git a/batch112/training_samples/sample1089.jpg b/batch112/training_samples/sample1089.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f9de3401053ccbe5071f64b7874d009911caa6f6
Binary files /dev/null and b/batch112/training_samples/sample1089.jpg differ
diff --git a/batch112/training_samples/sample109.jpg b/batch112/training_samples/sample109.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..15e9c444b328e1a67d4bcbfb15e02eca311d9699
Binary files /dev/null and b/batch112/training_samples/sample109.jpg differ
diff --git a/batch112/training_samples/sample1090.jpg b/batch112/training_samples/sample1090.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3c9039b9b5aeadabe0324c7333057fe162f8cd96
Binary files /dev/null and b/batch112/training_samples/sample1090.jpg differ
diff --git a/batch112/training_samples/sample1091.jpg b/batch112/training_samples/sample1091.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..abf19c96a8bb0576ea15334e588030836a3ac51c
Binary files /dev/null and b/batch112/training_samples/sample1091.jpg differ
diff --git a/batch112/training_samples/sample1092.jpg b/batch112/training_samples/sample1092.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..11598de73fa28d2dca1fc5cc28f9faafede4705a
Binary files /dev/null and b/batch112/training_samples/sample1092.jpg differ
diff --git a/batch112/training_samples/sample1093.jpg b/batch112/training_samples/sample1093.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6ce89deb4ac6b021d55b287a8bfbe42adf374937
Binary files /dev/null and b/batch112/training_samples/sample1093.jpg differ
diff --git a/batch112/training_samples/sample1094.jpg b/batch112/training_samples/sample1094.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..76c77e5e37be9bf766d1063b88d4e58cfbd82832
Binary files /dev/null and b/batch112/training_samples/sample1094.jpg differ
diff --git a/batch112/training_samples/sample1095.jpg b/batch112/training_samples/sample1095.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..763675e9ff2d1c96e2978c5e08904168bfaf2f23
Binary files /dev/null and b/batch112/training_samples/sample1095.jpg differ
diff --git a/batch112/training_samples/sample1096.jpg b/batch112/training_samples/sample1096.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9e7065b8c6ee56c337791c243f85334321a03441
Binary files /dev/null and b/batch112/training_samples/sample1096.jpg differ
diff --git a/batch112/training_samples/sample1097.jpg b/batch112/training_samples/sample1097.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..15e41a248f213af069fc946088f712af97182b51
Binary files /dev/null and b/batch112/training_samples/sample1097.jpg differ
diff --git a/batch112/training_samples/sample1098.jpg b/batch112/training_samples/sample1098.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..337bbd394d5ddd391cd21c556bdf9ea6fdc907ba
Binary files /dev/null and b/batch112/training_samples/sample1098.jpg differ
diff --git a/batch112/training_samples/sample1099.jpg b/batch112/training_samples/sample1099.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f369eec34358ca664a9065da7fad58ed0d87207c
Binary files /dev/null and b/batch112/training_samples/sample1099.jpg differ
diff --git a/batch112/training_samples/sample11.jpg b/batch112/training_samples/sample11.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..121afaa7f2f9bfcd5ed6c5f3cf8fdad4b96c2a6d
Binary files /dev/null and b/batch112/training_samples/sample11.jpg differ
diff --git a/batch112/training_samples/sample110.jpg b/batch112/training_samples/sample110.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d448d9d80d11c55326e42a712590abc24837b5cd
Binary files /dev/null and b/batch112/training_samples/sample110.jpg differ
diff --git a/batch112/training_samples/sample1100.jpg b/batch112/training_samples/sample1100.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f1fadb1f575933a4e15f8f1e620a4dad9860d8ae
Binary files /dev/null and b/batch112/training_samples/sample1100.jpg differ
diff --git a/batch112/training_samples/sample1101.jpg b/batch112/training_samples/sample1101.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..00c01d7feb63a4844f5aa92b01049fde698e86ef
Binary files /dev/null and b/batch112/training_samples/sample1101.jpg differ
diff --git a/batch112/training_samples/sample1102.jpg b/batch112/training_samples/sample1102.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3004d9f1ad8da62eac586f968b8b1a2ef4d70480
Binary files /dev/null and b/batch112/training_samples/sample1102.jpg differ
diff --git a/batch112/training_samples/sample1103.jpg b/batch112/training_samples/sample1103.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..81189ebf53bd79bd07cf304b5c1ab9821f600962
Binary files /dev/null and b/batch112/training_samples/sample1103.jpg differ
diff --git a/batch112/training_samples/sample1104.jpg b/batch112/training_samples/sample1104.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..414a2dd4ccf81ab7a2c8a1d60dc399d6d1183197
Binary files /dev/null and b/batch112/training_samples/sample1104.jpg differ
diff --git a/batch112/training_samples/sample1105.jpg b/batch112/training_samples/sample1105.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7b18c360e5474cca0956bfeb94aa7c1d6dc8645d
Binary files /dev/null and b/batch112/training_samples/sample1105.jpg differ
diff --git a/batch112/training_samples/sample1106.jpg b/batch112/training_samples/sample1106.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..70db8b4641be5fe7e6697e1ebf7d9439d6150f7c
Binary files /dev/null and b/batch112/training_samples/sample1106.jpg differ
diff --git a/batch112/training_samples/sample1107.jpg b/batch112/training_samples/sample1107.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fb63ac77e7055c013a02d0883d107f0f07751914
Binary files /dev/null and b/batch112/training_samples/sample1107.jpg differ
diff --git a/batch112/training_samples/sample1108.jpg b/batch112/training_samples/sample1108.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..68e87605486138e98bd6ef98c5e45877af80860e
Binary files /dev/null and b/batch112/training_samples/sample1108.jpg differ
diff --git a/batch112/training_samples/sample1109.jpg b/batch112/training_samples/sample1109.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..465e1e6cda7379d771b73c09752d8f4e2e02983c
Binary files /dev/null and b/batch112/training_samples/sample1109.jpg differ
diff --git a/batch112/training_samples/sample111.jpg b/batch112/training_samples/sample111.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..18a25935c00858d74ecf2bbb4a20d73d7f42ea97
Binary files /dev/null and b/batch112/training_samples/sample111.jpg differ
diff --git a/batch112/training_samples/sample1110.jpg b/batch112/training_samples/sample1110.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6dd9e2e3cec9963498c1ad8a518f3e7b1058b2ff
Binary files /dev/null and b/batch112/training_samples/sample1110.jpg differ
diff --git a/batch112/training_samples/sample1111.jpg b/batch112/training_samples/sample1111.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b4a23b7ba8040d78d9219eb457221012c3073fa5
Binary files /dev/null and b/batch112/training_samples/sample1111.jpg differ
diff --git a/batch112/training_samples/sample1112.jpg b/batch112/training_samples/sample1112.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..96cc35f2a4fe7b1c71fe4ce3085b4ec2eae3d91e
Binary files /dev/null and b/batch112/training_samples/sample1112.jpg differ
diff --git a/batch112/training_samples/sample1113.jpg b/batch112/training_samples/sample1113.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..946644a4d322ed18f9546d59c68173e41318d7b6
Binary files /dev/null and b/batch112/training_samples/sample1113.jpg differ
diff --git a/batch112/training_samples/sample1114.jpg b/batch112/training_samples/sample1114.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c831e531822f2b6def8527a27c08b68bfe25d95f
Binary files /dev/null and b/batch112/training_samples/sample1114.jpg differ
diff --git a/batch112/training_samples/sample1115.jpg b/batch112/training_samples/sample1115.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c82df412c2377c5de7d31542d95b8fcca2a0f61f
Binary files /dev/null and b/batch112/training_samples/sample1115.jpg differ
diff --git a/batch112/training_samples/sample1116.jpg b/batch112/training_samples/sample1116.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..71c4fcbadeb89fc46ee13a69e25d3da6a1a0b918
Binary files /dev/null and b/batch112/training_samples/sample1116.jpg differ
diff --git a/batch112/training_samples/sample1117.jpg b/batch112/training_samples/sample1117.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..445dd7b8766768afababa49457c8247860dd60f9
Binary files /dev/null and b/batch112/training_samples/sample1117.jpg differ
diff --git a/batch112/training_samples/sample1118.jpg b/batch112/training_samples/sample1118.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..63d613f1e5d634ff74d7f3b0a42f8b8c164bfddb
Binary files /dev/null and b/batch112/training_samples/sample1118.jpg differ
diff --git a/batch112/training_samples/sample1119.jpg b/batch112/training_samples/sample1119.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1dc0a1a3774f11fc1f48283f9c1bcd7a2cb8535c
Binary files /dev/null and b/batch112/training_samples/sample1119.jpg differ
diff --git a/batch112/training_samples/sample112.jpg b/batch112/training_samples/sample112.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..379f3d7fe19fbe2d3fffbe8efab5a1b2d957c73d
Binary files /dev/null and b/batch112/training_samples/sample112.jpg differ
diff --git a/batch112/training_samples/sample1120.jpg b/batch112/training_samples/sample1120.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..cbec17afd8f2536c583456355388ad21a5f4e952
Binary files /dev/null and b/batch112/training_samples/sample1120.jpg differ
diff --git a/batch112/training_samples/sample1121.jpg b/batch112/training_samples/sample1121.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8d11fbd3d590820fff27d0ac3afa1ecf35d364e7
Binary files /dev/null and b/batch112/training_samples/sample1121.jpg differ
diff --git a/batch112/training_samples/sample1122.jpg b/batch112/training_samples/sample1122.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fd21983ce12f0775343eba807e06183fdfc340da
Binary files /dev/null and b/batch112/training_samples/sample1122.jpg differ
diff --git a/batch112/training_samples/sample1123.jpg b/batch112/training_samples/sample1123.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9cf16ab31a0d99b52cdbf70331fcfa22d21937be
Binary files /dev/null and b/batch112/training_samples/sample1123.jpg differ
diff --git a/batch112/training_samples/sample1124.jpg b/batch112/training_samples/sample1124.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7faf27cff9a5cb08e4c1b898ae72f60e86f0c422
Binary files /dev/null and b/batch112/training_samples/sample1124.jpg differ
diff --git a/batch112/training_samples/sample1125.jpg b/batch112/training_samples/sample1125.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..115cc40680909b3113fd17698b177c623c55c49d
Binary files /dev/null and b/batch112/training_samples/sample1125.jpg differ
diff --git a/batch112/training_samples/sample1126.jpg b/batch112/training_samples/sample1126.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..710b2a4527bf19d654443396048128a742ce4538
Binary files /dev/null and b/batch112/training_samples/sample1126.jpg differ
diff --git a/batch112/training_samples/sample1127.jpg b/batch112/training_samples/sample1127.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a9f6d98955b206a1631f9590cd109246ee838eff
Binary files /dev/null and b/batch112/training_samples/sample1127.jpg differ
diff --git a/batch112/training_samples/sample1128.jpg b/batch112/training_samples/sample1128.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e371d9f67c0ef11338458e9c63271958f0bc8ed5
Binary files /dev/null and b/batch112/training_samples/sample1128.jpg differ
diff --git a/batch112/training_samples/sample1129.jpg b/batch112/training_samples/sample1129.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..aa474a5bdb2e3e93f964260e187856d880ac8156
Binary files /dev/null and b/batch112/training_samples/sample1129.jpg differ
diff --git a/batch112/training_samples/sample113.jpg b/batch112/training_samples/sample113.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f145f1f0d60b5598b4d2fd76eccde6fab293cc7f
Binary files /dev/null and b/batch112/training_samples/sample113.jpg differ
diff --git a/batch112/training_samples/sample1130.jpg b/batch112/training_samples/sample1130.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3f1f1a56783ea4fc01618048e43ef3d90c1bb756
Binary files /dev/null and b/batch112/training_samples/sample1130.jpg differ
diff --git a/batch112/training_samples/sample1131.jpg b/batch112/training_samples/sample1131.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6e2763fd08cd733da2056986c0bd0f1d3e4706bd
Binary files /dev/null and b/batch112/training_samples/sample1131.jpg differ
diff --git a/batch112/training_samples/sample1132.jpg b/batch112/training_samples/sample1132.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8b2418bbc3aafdff9d224dd1e8435d2684e002b8
Binary files /dev/null and b/batch112/training_samples/sample1132.jpg differ
diff --git a/batch112/training_samples/sample1133.jpg b/batch112/training_samples/sample1133.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5920ec936b90ceb3e5a1cfdc52d19e3bc1579cca
Binary files /dev/null and b/batch112/training_samples/sample1133.jpg differ
diff --git a/batch112/training_samples/sample1134.jpg b/batch112/training_samples/sample1134.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7673347ac6988adb01ab133e0a77e70cbc061b2d
Binary files /dev/null and b/batch112/training_samples/sample1134.jpg differ
diff --git a/batch112/training_samples/sample1135.jpg b/batch112/training_samples/sample1135.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4ec25f129317a55c52fc70bf5b5927c4f3034051
Binary files /dev/null and b/batch112/training_samples/sample1135.jpg differ
diff --git a/batch112/training_samples/sample1136.jpg b/batch112/training_samples/sample1136.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f2e8ec8393f0659d5b30d2561809c53d6f837945
Binary files /dev/null and b/batch112/training_samples/sample1136.jpg differ
diff --git a/batch112/training_samples/sample1137.jpg b/batch112/training_samples/sample1137.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0fe59e69383b2d1dfa9c51c1f97128d26c7efd20
Binary files /dev/null and b/batch112/training_samples/sample1137.jpg differ
diff --git a/batch112/training_samples/sample1138.jpg b/batch112/training_samples/sample1138.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e1781455a5b748bed0ad253651fda1662bbfe87d
Binary files /dev/null and b/batch112/training_samples/sample1138.jpg differ
diff --git a/batch112/training_samples/sample1139.jpg b/batch112/training_samples/sample1139.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5dc109631ace235e5c1054cf17eda162f40f70a9
Binary files /dev/null and b/batch112/training_samples/sample1139.jpg differ
diff --git a/batch112/training_samples/sample114.jpg b/batch112/training_samples/sample114.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3925cc11663d80823e0a3b0e1836baa4e2c1aa33
Binary files /dev/null and b/batch112/training_samples/sample114.jpg differ
diff --git a/batch112/training_samples/sample1140.jpg b/batch112/training_samples/sample1140.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1275518bca4ace743226de88f0dd3536c2050744
Binary files /dev/null and b/batch112/training_samples/sample1140.jpg differ
diff --git a/batch112/training_samples/sample1141.jpg b/batch112/training_samples/sample1141.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c0425acb4f92665de435f5b54a897aeda7b42e46
Binary files /dev/null and b/batch112/training_samples/sample1141.jpg differ
diff --git a/batch112/training_samples/sample1142.jpg b/batch112/training_samples/sample1142.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..73f23376f78afd83eed0778780866b1d3cff18f6
Binary files /dev/null and b/batch112/training_samples/sample1142.jpg differ
diff --git a/batch112/training_samples/sample1143.jpg b/batch112/training_samples/sample1143.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e6cb40f6abe6d0bad9905ef69cbee2f22328d500
Binary files /dev/null and b/batch112/training_samples/sample1143.jpg differ
diff --git a/batch112/training_samples/sample1144.jpg b/batch112/training_samples/sample1144.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4795b7935ea365510c866487b585000f7e0f2152
Binary files /dev/null and b/batch112/training_samples/sample1144.jpg differ
diff --git a/batch112/training_samples/sample1145.jpg b/batch112/training_samples/sample1145.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b10e8a51df63c43e92f4994cf5ffa3ee52ab0ed4
Binary files /dev/null and b/batch112/training_samples/sample1145.jpg differ
diff --git a/batch112/training_samples/sample1146.jpg b/batch112/training_samples/sample1146.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..85d911897de99e4d3e496cbfb7c05730aa2383b5
Binary files /dev/null and b/batch112/training_samples/sample1146.jpg differ
diff --git a/batch112/training_samples/sample1147.jpg b/batch112/training_samples/sample1147.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4c8b1bb352dc6cab47d8b89ff7dcbfe00311c763
Binary files /dev/null and b/batch112/training_samples/sample1147.jpg differ
diff --git a/batch112/training_samples/sample1148.jpg b/batch112/training_samples/sample1148.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4c8c1985bff73b88870ad64c5c4f7e2801f084e5
Binary files /dev/null and b/batch112/training_samples/sample1148.jpg differ
diff --git a/batch112/training_samples/sample1149.jpg b/batch112/training_samples/sample1149.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..556af1e2f0f91e61a6d0babba64e3c8f4c13ba73
Binary files /dev/null and b/batch112/training_samples/sample1149.jpg differ
diff --git a/batch112/training_samples/sample115.jpg b/batch112/training_samples/sample115.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c70e8cfa2aeddd19ecd7c52bbf5ad345f69774af
Binary files /dev/null and b/batch112/training_samples/sample115.jpg differ
diff --git a/batch112/training_samples/sample1150.jpg b/batch112/training_samples/sample1150.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..70b4c3c66beaa879a97be61c639a2a5282ca6b69
Binary files /dev/null and b/batch112/training_samples/sample1150.jpg differ
diff --git a/batch112/training_samples/sample1151.jpg b/batch112/training_samples/sample1151.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0f4123d3e0e198132a7eb2f65038f4a6fc38d614
Binary files /dev/null and b/batch112/training_samples/sample1151.jpg differ
diff --git a/batch112/training_samples/sample1152.jpg b/batch112/training_samples/sample1152.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fab7361a92b363c72e925799093ee7c7dec80326
Binary files /dev/null and b/batch112/training_samples/sample1152.jpg differ
diff --git a/batch112/training_samples/sample1153.jpg b/batch112/training_samples/sample1153.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ad103537a3c162bc10a0bb587ae9f6d50e8d383a
Binary files /dev/null and b/batch112/training_samples/sample1153.jpg differ
diff --git a/batch112/training_samples/sample1154.jpg b/batch112/training_samples/sample1154.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ed2968786cb8c47e4a17ab129a1a33ac80e90750
Binary files /dev/null and b/batch112/training_samples/sample1154.jpg differ
diff --git a/batch112/training_samples/sample1155.jpg b/batch112/training_samples/sample1155.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..37fbb7d47c8a094cd2ce062eb72e7d74767f6f52
Binary files /dev/null and b/batch112/training_samples/sample1155.jpg differ
diff --git a/batch112/training_samples/sample1156.jpg b/batch112/training_samples/sample1156.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5bdaba44340b5d542314ed07bbb57a9572920977
Binary files /dev/null and b/batch112/training_samples/sample1156.jpg differ
diff --git a/batch112/training_samples/sample1157.jpg b/batch112/training_samples/sample1157.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3bdeaeb800e36ffd806799b7e952947f25402ccb
Binary files /dev/null and b/batch112/training_samples/sample1157.jpg differ
diff --git a/batch112/training_samples/sample1158.jpg b/batch112/training_samples/sample1158.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..94feb208cd1ad549cc2b8b8e506a45d8d61152ab
Binary files /dev/null and b/batch112/training_samples/sample1158.jpg differ
diff --git a/batch112/training_samples/sample1159.jpg b/batch112/training_samples/sample1159.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..13db5dc95113e0ed17bd258090ca7bbf74afd507
Binary files /dev/null and b/batch112/training_samples/sample1159.jpg differ
diff --git a/batch112/training_samples/sample116.jpg b/batch112/training_samples/sample116.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4fbf18c78e87cc4cd7fa7c7ef1c9e055d82f5ec0
Binary files /dev/null and b/batch112/training_samples/sample116.jpg differ
diff --git a/batch112/training_samples/sample1160.jpg b/batch112/training_samples/sample1160.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b6f95c17173e85d0cb2b9c2d7ea97884bdb8c6f3
Binary files /dev/null and b/batch112/training_samples/sample1160.jpg differ
diff --git a/batch112/training_samples/sample1161.jpg b/batch112/training_samples/sample1161.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..667ca6dda5d65258bc8861b9c56dc411c9590d61
Binary files /dev/null and b/batch112/training_samples/sample1161.jpg differ
diff --git a/batch112/training_samples/sample1162.jpg b/batch112/training_samples/sample1162.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f3f97a34584e2ceb3da449e8e6b10ef50fe2ffc0
Binary files /dev/null and b/batch112/training_samples/sample1162.jpg differ
diff --git a/batch112/training_samples/sample1163.jpg b/batch112/training_samples/sample1163.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b87c145495e6b3d0f7e884f12c2b0b978002d7d4
Binary files /dev/null and b/batch112/training_samples/sample1163.jpg differ
diff --git a/batch112/training_samples/sample1164.jpg b/batch112/training_samples/sample1164.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e9ae0868ae0e6ee12b8be2eddd181bc2d8ec1d0b
Binary files /dev/null and b/batch112/training_samples/sample1164.jpg differ
diff --git a/batch112/training_samples/sample1165.jpg b/batch112/training_samples/sample1165.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f40f6ee628a093ca14ecdcf208e18b98764d4c4f
Binary files /dev/null and b/batch112/training_samples/sample1165.jpg differ
diff --git a/batch112/training_samples/sample1166.jpg b/batch112/training_samples/sample1166.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..087acb25fbd9d14469979d9e5478358dfb577fe2
Binary files /dev/null and b/batch112/training_samples/sample1166.jpg differ
diff --git a/batch112/training_samples/sample1167.jpg b/batch112/training_samples/sample1167.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..349ca4ed991d45d7ddc755e2b69a4e72deba8490
Binary files /dev/null and b/batch112/training_samples/sample1167.jpg differ
diff --git a/batch112/training_samples/sample1168.jpg b/batch112/training_samples/sample1168.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..55c5256dbd1f4257f2e15f2b8547310ed6672ec9
Binary files /dev/null and b/batch112/training_samples/sample1168.jpg differ
diff --git a/batch112/training_samples/sample1169.jpg b/batch112/training_samples/sample1169.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d7a9a59da39f705ec360bb4a20366ae3aa1d15ea
Binary files /dev/null and b/batch112/training_samples/sample1169.jpg differ
diff --git a/batch112/training_samples/sample117.jpg b/batch112/training_samples/sample117.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0abd2e146acb3235bd5a8e1b846ab33ddab11462
Binary files /dev/null and b/batch112/training_samples/sample117.jpg differ
diff --git a/batch112/training_samples/sample1170.jpg b/batch112/training_samples/sample1170.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6f10158940d3525bab95f67ca6333c2cd5eff9a2
Binary files /dev/null and b/batch112/training_samples/sample1170.jpg differ
diff --git a/batch112/training_samples/sample1171.jpg b/batch112/training_samples/sample1171.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4cc899065b1d3cf2eae39c1e56d66c7e72c1b15d
Binary files /dev/null and b/batch112/training_samples/sample1171.jpg differ
diff --git a/batch112/training_samples/sample1172.jpg b/batch112/training_samples/sample1172.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..084fe56c56a9c3cc903e4c0ade981ea7471e25ed
Binary files /dev/null and b/batch112/training_samples/sample1172.jpg differ
diff --git a/batch112/training_samples/sample1173.jpg b/batch112/training_samples/sample1173.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..eb9fa5cbe20400c0bd19a656c7dcd6374a296bd0
Binary files /dev/null and b/batch112/training_samples/sample1173.jpg differ
diff --git a/batch112/training_samples/sample1174.jpg b/batch112/training_samples/sample1174.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..071ef9f0636ec835577f3d2fd845982295881fdf
Binary files /dev/null and b/batch112/training_samples/sample1174.jpg differ
diff --git a/batch112/training_samples/sample1175.jpg b/batch112/training_samples/sample1175.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..37a0403e34612562538c2b19769414a6cbf50fcc
Binary files /dev/null and b/batch112/training_samples/sample1175.jpg differ
diff --git a/batch112/training_samples/sample1176.jpg b/batch112/training_samples/sample1176.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..472c5a64a1d1f01efb60aba70de98d7d7178441b
Binary files /dev/null and b/batch112/training_samples/sample1176.jpg differ
diff --git a/batch112/training_samples/sample1177.jpg b/batch112/training_samples/sample1177.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6f8de6a8939db93e002b43236211b44b4bd53f32
Binary files /dev/null and b/batch112/training_samples/sample1177.jpg differ
diff --git a/batch112/training_samples/sample1178.jpg b/batch112/training_samples/sample1178.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..dc99328f1d468c24835bd865eda40c7e8ec73fdd
Binary files /dev/null and b/batch112/training_samples/sample1178.jpg differ
diff --git a/batch112/training_samples/sample1179.jpg b/batch112/training_samples/sample1179.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..da4361658366e7776946264d94a77cd30011ca1c
Binary files /dev/null and b/batch112/training_samples/sample1179.jpg differ
diff --git a/batch112/training_samples/sample118.jpg b/batch112/training_samples/sample118.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..abe6163d683c77f812d4db28453c2731a8503579
Binary files /dev/null and b/batch112/training_samples/sample118.jpg differ
diff --git a/batch112/training_samples/sample1180.jpg b/batch112/training_samples/sample1180.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..17891215fb0ea05f6791d16cc1a41ad397d9fd0d
Binary files /dev/null and b/batch112/training_samples/sample1180.jpg differ
diff --git a/batch112/training_samples/sample1181.jpg b/batch112/training_samples/sample1181.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6b3fdd2fc4c7538d642b3f9ca7ede5662a84d5a9
Binary files /dev/null and b/batch112/training_samples/sample1181.jpg differ
diff --git a/batch112/training_samples/sample1182.jpg b/batch112/training_samples/sample1182.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8724140e7933667dfcc2b454b15a49279c6144ab
Binary files /dev/null and b/batch112/training_samples/sample1182.jpg differ
diff --git a/batch112/training_samples/sample1183.jpg b/batch112/training_samples/sample1183.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..57035d732ce345ad7a68dc8d69b51c1ff65c50c7
Binary files /dev/null and b/batch112/training_samples/sample1183.jpg differ
diff --git a/batch112/training_samples/sample1184.jpg b/batch112/training_samples/sample1184.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bdc097bbc0517c1aada59fcae355ec6d52e86271
Binary files /dev/null and b/batch112/training_samples/sample1184.jpg differ
diff --git a/batch112/training_samples/sample1185.jpg b/batch112/training_samples/sample1185.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a0c5418238b138206ca760f8f478656a496c0775
Binary files /dev/null and b/batch112/training_samples/sample1185.jpg differ
diff --git a/batch112/training_samples/sample1186.jpg b/batch112/training_samples/sample1186.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..af755ee6dc65da414ec2b65c216de3e1ec355ed2
Binary files /dev/null and b/batch112/training_samples/sample1186.jpg differ
diff --git a/batch112/training_samples/sample1187.jpg b/batch112/training_samples/sample1187.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d68961e2f14392d0bb700043e9c901a52aadd6ec
Binary files /dev/null and b/batch112/training_samples/sample1187.jpg differ
diff --git a/batch112/training_samples/sample1188.jpg b/batch112/training_samples/sample1188.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5c0a0b0fa8437a5b887c442e47b57c78dd242821
Binary files /dev/null and b/batch112/training_samples/sample1188.jpg differ
diff --git a/batch112/training_samples/sample1189.jpg b/batch112/training_samples/sample1189.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4dc9e818a931526f7497b9e54bdbc602daccfcc9
Binary files /dev/null and b/batch112/training_samples/sample1189.jpg differ
diff --git a/batch112/training_samples/sample119.jpg b/batch112/training_samples/sample119.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a6483729c1760cbf1e5f426e42f7e9a8f8327b79
Binary files /dev/null and b/batch112/training_samples/sample119.jpg differ
diff --git a/batch112/training_samples/sample1190.jpg b/batch112/training_samples/sample1190.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e3696a4bf1009541288b8c0787b2a286e5f8bb36
Binary files /dev/null and b/batch112/training_samples/sample1190.jpg differ
diff --git a/batch112/training_samples/sample1191.jpg b/batch112/training_samples/sample1191.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f6ae43ced07180fc792a84f6ca7a72a71717c790
Binary files /dev/null and b/batch112/training_samples/sample1191.jpg differ
diff --git a/batch112/training_samples/sample1192.jpg b/batch112/training_samples/sample1192.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fc9589ceb64a5c4a20f4e987808f63a8e165147b
Binary files /dev/null and b/batch112/training_samples/sample1192.jpg differ
diff --git a/batch112/training_samples/sample1193.jpg b/batch112/training_samples/sample1193.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a9b8d31db1ec588263490f8ea9b88df68dcd26df
Binary files /dev/null and b/batch112/training_samples/sample1193.jpg differ
diff --git a/batch112/training_samples/sample1194.jpg b/batch112/training_samples/sample1194.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9120bf3a5a9928a5e5ffa79b49cf990e2e3804c8
Binary files /dev/null and b/batch112/training_samples/sample1194.jpg differ
diff --git a/batch112/training_samples/sample1195.jpg b/batch112/training_samples/sample1195.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..47bf5173cad092934abb3c26300c4de60411f591
Binary files /dev/null and b/batch112/training_samples/sample1195.jpg differ
diff --git a/batch112/training_samples/sample1196.jpg b/batch112/training_samples/sample1196.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0e59a49b111691307b7fba18e610b05bbf0bfd5c
Binary files /dev/null and b/batch112/training_samples/sample1196.jpg differ
diff --git a/batch112/training_samples/sample1197.jpg b/batch112/training_samples/sample1197.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7296d8cea103550e5dfdd6ff01eb0b11d7951b52
Binary files /dev/null and b/batch112/training_samples/sample1197.jpg differ
diff --git a/batch112/training_samples/sample1198.jpg b/batch112/training_samples/sample1198.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..36c02212b14e49c78cb450a0f684152eaa25f4b9
Binary files /dev/null and b/batch112/training_samples/sample1198.jpg differ
diff --git a/batch112/training_samples/sample1199.jpg b/batch112/training_samples/sample1199.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2765e2320113160b6301d7493260514eea7d4920
Binary files /dev/null and b/batch112/training_samples/sample1199.jpg differ
diff --git a/batch112/training_samples/sample12.jpg b/batch112/training_samples/sample12.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f603c7aab8466ee53073ade49703a7a77468b4d7
Binary files /dev/null and b/batch112/training_samples/sample12.jpg differ
diff --git a/batch112/training_samples/sample120.jpg b/batch112/training_samples/sample120.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0b9b24f7d26835a1f6855f85e9dca8bd70f1ebe6
Binary files /dev/null and b/batch112/training_samples/sample120.jpg differ
diff --git a/batch112/training_samples/sample121.jpg b/batch112/training_samples/sample121.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..64defee8a41586da8743e2988312c33f1402b7b8
Binary files /dev/null and b/batch112/training_samples/sample121.jpg differ
diff --git a/batch112/training_samples/sample122.jpg b/batch112/training_samples/sample122.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2cb071257ecf6d834b68e0518c0ee1ac2cdc573f
Binary files /dev/null and b/batch112/training_samples/sample122.jpg differ
diff --git a/batch112/training_samples/sample123.jpg b/batch112/training_samples/sample123.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e1461fc8284a591a55dce76e0476cff94f790865
Binary files /dev/null and b/batch112/training_samples/sample123.jpg differ
diff --git a/batch112/training_samples/sample124.jpg b/batch112/training_samples/sample124.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5881e2715e848d92603ef04d8df4b81157e81820
Binary files /dev/null and b/batch112/training_samples/sample124.jpg differ
diff --git a/batch112/training_samples/sample125.jpg b/batch112/training_samples/sample125.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1b369f58c8038487730f65882610b772e29178d7
Binary files /dev/null and b/batch112/training_samples/sample125.jpg differ
diff --git a/batch112/training_samples/sample126.jpg b/batch112/training_samples/sample126.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9a3c16b1c47251862f355583ddc6f6249340b253
Binary files /dev/null and b/batch112/training_samples/sample126.jpg differ
diff --git a/batch112/training_samples/sample127.jpg b/batch112/training_samples/sample127.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..daee1e762f0a12c992e73c2c98855617b80c7a9e
Binary files /dev/null and b/batch112/training_samples/sample127.jpg differ
diff --git a/batch112/training_samples/sample128.jpg b/batch112/training_samples/sample128.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fbe02dfbee70d2467887ccc76bb09fefaa87da29
Binary files /dev/null and b/batch112/training_samples/sample128.jpg differ
diff --git a/batch112/training_samples/sample129.jpg b/batch112/training_samples/sample129.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1f371edd11cfdb9629224439473e97418673c4d4
Binary files /dev/null and b/batch112/training_samples/sample129.jpg differ
diff --git a/batch112/training_samples/sample13.jpg b/batch112/training_samples/sample13.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..641b96d0b2ae2a3e88bd6ca24e48f34a1abb7ed6
Binary files /dev/null and b/batch112/training_samples/sample13.jpg differ
diff --git a/batch112/training_samples/sample130.jpg b/batch112/training_samples/sample130.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9475fe988bdcb2b67b6d9e616e9713e441771283
Binary files /dev/null and b/batch112/training_samples/sample130.jpg differ
diff --git a/batch112/training_samples/sample131.jpg b/batch112/training_samples/sample131.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..99abef3f2ee16a4315f7ebb261a8de5cb30ff39d
Binary files /dev/null and b/batch112/training_samples/sample131.jpg differ
diff --git a/batch112/training_samples/sample132.jpg b/batch112/training_samples/sample132.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b92b6e749ddf638f421b81e5529f5af95441b20b
Binary files /dev/null and b/batch112/training_samples/sample132.jpg differ
diff --git a/batch112/training_samples/sample133.jpg b/batch112/training_samples/sample133.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..04bd9be16e454b1c99117ac52e4e75b349729f80
Binary files /dev/null and b/batch112/training_samples/sample133.jpg differ
diff --git a/batch112/training_samples/sample134.jpg b/batch112/training_samples/sample134.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..030beac8ca941527e90d396edff27329ebb8f0c2
Binary files /dev/null and b/batch112/training_samples/sample134.jpg differ
diff --git a/batch112/training_samples/sample135.jpg b/batch112/training_samples/sample135.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6bb9e6fd2930319dd18d47796530e087c120769d
Binary files /dev/null and b/batch112/training_samples/sample135.jpg differ
diff --git a/batch112/training_samples/sample136.jpg b/batch112/training_samples/sample136.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..51e3fea3455bd903444d90bc4d96e2caf9b2144d
Binary files /dev/null and b/batch112/training_samples/sample136.jpg differ
diff --git a/batch112/training_samples/sample137.jpg b/batch112/training_samples/sample137.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d8f230318ffb0a205afeb3a8451419c2b5aea4d5
Binary files /dev/null and b/batch112/training_samples/sample137.jpg differ
diff --git a/batch112/training_samples/sample138.jpg b/batch112/training_samples/sample138.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4ad7d7ca164d5cafcc443de06764be97c2712cad
Binary files /dev/null and b/batch112/training_samples/sample138.jpg differ
diff --git a/batch112/training_samples/sample139.jpg b/batch112/training_samples/sample139.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f0467c9e29f4db4e19aa41f0258937211d0759cd
Binary files /dev/null and b/batch112/training_samples/sample139.jpg differ
diff --git a/batch112/training_samples/sample14.jpg b/batch112/training_samples/sample14.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..676ac434a59b3ff15c9d4c2704f330a1995887a1
Binary files /dev/null and b/batch112/training_samples/sample14.jpg differ
diff --git a/batch112/training_samples/sample140.jpg b/batch112/training_samples/sample140.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..87d19aba7b3d67ef127a54c99668beb8d280a577
Binary files /dev/null and b/batch112/training_samples/sample140.jpg differ
diff --git a/batch112/training_samples/sample141.jpg b/batch112/training_samples/sample141.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..70e8b28581fd175f0b4176b3e283824035091589
Binary files /dev/null and b/batch112/training_samples/sample141.jpg differ
diff --git a/batch112/training_samples/sample142.jpg b/batch112/training_samples/sample142.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3db54908c2a5d2c97ebcf38f468a725de7128528
Binary files /dev/null and b/batch112/training_samples/sample142.jpg differ
diff --git a/batch112/training_samples/sample143.jpg b/batch112/training_samples/sample143.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..863a59f7e0016a9f812aab21436aa9ab6f4e8db8
Binary files /dev/null and b/batch112/training_samples/sample143.jpg differ
diff --git a/batch112/training_samples/sample144.jpg b/batch112/training_samples/sample144.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5406d6c2b0661f99eb836738ec51b934716a5ba9
Binary files /dev/null and b/batch112/training_samples/sample144.jpg differ
diff --git a/batch112/training_samples/sample145.jpg b/batch112/training_samples/sample145.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3fc5d603155a641e516cfcfd666c4a1c28c2f2ae
Binary files /dev/null and b/batch112/training_samples/sample145.jpg differ
diff --git a/batch112/training_samples/sample146.jpg b/batch112/training_samples/sample146.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..45b8706a6a384d581a4b1e0065a9f99e3b00f255
Binary files /dev/null and b/batch112/training_samples/sample146.jpg differ
diff --git a/batch112/training_samples/sample147.jpg b/batch112/training_samples/sample147.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..27cd028258e52ce817e09f40e6984851dc9e8351
Binary files /dev/null and b/batch112/training_samples/sample147.jpg differ
diff --git a/batch112/training_samples/sample148.jpg b/batch112/training_samples/sample148.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f98ea2d71189618262e2d271adfef3a3403c1b9e
Binary files /dev/null and b/batch112/training_samples/sample148.jpg differ
diff --git a/batch112/training_samples/sample149.jpg b/batch112/training_samples/sample149.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8b8d24510ce97b4398083afdee8fba4bd61820a0
Binary files /dev/null and b/batch112/training_samples/sample149.jpg differ
diff --git a/batch112/training_samples/sample15.jpg b/batch112/training_samples/sample15.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ac019678359491d33d3b542a473b44a7f2b36619
Binary files /dev/null and b/batch112/training_samples/sample15.jpg differ
diff --git a/batch112/training_samples/sample150.jpg b/batch112/training_samples/sample150.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..700a1f110a3c551e8f324e255c2d602637980b4a
Binary files /dev/null and b/batch112/training_samples/sample150.jpg differ
diff --git a/batch112/training_samples/sample151.jpg b/batch112/training_samples/sample151.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e28ad4bcb8c55c508a3c8ae67bad03aafd03d314
Binary files /dev/null and b/batch112/training_samples/sample151.jpg differ
diff --git a/batch112/training_samples/sample152.jpg b/batch112/training_samples/sample152.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..47e1b6f679d68ebe27af781d1bf032cc01f50304
Binary files /dev/null and b/batch112/training_samples/sample152.jpg differ
diff --git a/batch112/training_samples/sample153.jpg b/batch112/training_samples/sample153.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e2dd56b76efa079d63c44a771131b6ac28d5bc4f
Binary files /dev/null and b/batch112/training_samples/sample153.jpg differ
diff --git a/batch112/training_samples/sample154.jpg b/batch112/training_samples/sample154.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b7c1d45144879e605640b714cf596ca64e2040de
Binary files /dev/null and b/batch112/training_samples/sample154.jpg differ
diff --git a/batch112/training_samples/sample155.jpg b/batch112/training_samples/sample155.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0292b13c9db9c013014e0c3b0a20652c5b7c0bd8
Binary files /dev/null and b/batch112/training_samples/sample155.jpg differ
diff --git a/batch112/training_samples/sample156.jpg b/batch112/training_samples/sample156.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..936346d90f43ef9321957ea528f08b2a2762737e
Binary files /dev/null and b/batch112/training_samples/sample156.jpg differ
diff --git a/batch112/training_samples/sample157.jpg b/batch112/training_samples/sample157.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..cdf3c9a17e81cb55e23634bda07b0f81a5330be2
Binary files /dev/null and b/batch112/training_samples/sample157.jpg differ
diff --git a/batch112/training_samples/sample158.jpg b/batch112/training_samples/sample158.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5e806898f4e64252535a760381a5ce134e65fa9f
Binary files /dev/null and b/batch112/training_samples/sample158.jpg differ
diff --git a/batch112/training_samples/sample159.jpg b/batch112/training_samples/sample159.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1787542fe8bd68e9f74723ff277e2a0f94893f0c
Binary files /dev/null and b/batch112/training_samples/sample159.jpg differ
diff --git a/batch112/training_samples/sample16.jpg b/batch112/training_samples/sample16.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fff326787fec27f0b90fd18fb6dee6cf1cdf8dfd
Binary files /dev/null and b/batch112/training_samples/sample16.jpg differ
diff --git a/batch112/training_samples/sample160.jpg b/batch112/training_samples/sample160.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1d60ea91f8b9665f0bfc8fbd748ffed8bdeee1f0
Binary files /dev/null and b/batch112/training_samples/sample160.jpg differ
diff --git a/batch112/training_samples/sample161.jpg b/batch112/training_samples/sample161.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..62c235d4d861328b76518060e8a4d1ae6b057c7e
Binary files /dev/null and b/batch112/training_samples/sample161.jpg differ
diff --git a/batch112/training_samples/sample162.jpg b/batch112/training_samples/sample162.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c03758f4116978d55d371a6adb697c41cabd921a
Binary files /dev/null and b/batch112/training_samples/sample162.jpg differ
diff --git a/batch112/training_samples/sample163.jpg b/batch112/training_samples/sample163.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e1cfd9c7a77cee40b085806d4cacaab02a9ec05e
Binary files /dev/null and b/batch112/training_samples/sample163.jpg differ
diff --git a/batch112/training_samples/sample164.jpg b/batch112/training_samples/sample164.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..029f342af716930c8aa5ef23324ec45ebe0ed294
Binary files /dev/null and b/batch112/training_samples/sample164.jpg differ
diff --git a/batch112/training_samples/sample165.jpg b/batch112/training_samples/sample165.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8cfa5e14cfdfc3925a5993d16ce9262d26ff8bd5
Binary files /dev/null and b/batch112/training_samples/sample165.jpg differ
diff --git a/batch112/training_samples/sample166.jpg b/batch112/training_samples/sample166.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a15c6b60200e5c24123ecc5e5a816e7353658181
Binary files /dev/null and b/batch112/training_samples/sample166.jpg differ
diff --git a/batch112/training_samples/sample167.jpg b/batch112/training_samples/sample167.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3a8c00eea81ca77beccaf2ebb543940cf3ad3e8d
Binary files /dev/null and b/batch112/training_samples/sample167.jpg differ
diff --git a/batch112/training_samples/sample168.jpg b/batch112/training_samples/sample168.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..85b2178913972da7a29a1634544eaa896350ccb4
Binary files /dev/null and b/batch112/training_samples/sample168.jpg differ
diff --git a/batch112/training_samples/sample169.jpg b/batch112/training_samples/sample169.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a094b6d76ac2e412864dbd71791730accce6c6b2
Binary files /dev/null and b/batch112/training_samples/sample169.jpg differ
diff --git a/batch112/training_samples/sample17.jpg b/batch112/training_samples/sample17.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0a778dc29d0c54e98eb466a378b437052a3bd6ff
Binary files /dev/null and b/batch112/training_samples/sample17.jpg differ
diff --git a/batch112/training_samples/sample170.jpg b/batch112/training_samples/sample170.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ab69a4e4521b8a4ba2c40cb5da3f34e5e2914065
Binary files /dev/null and b/batch112/training_samples/sample170.jpg differ
diff --git a/batch112/training_samples/sample171.jpg b/batch112/training_samples/sample171.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..323bbbc3a6487b6cb91b45eb83c9919911d29e00
Binary files /dev/null and b/batch112/training_samples/sample171.jpg differ
diff --git a/batch112/training_samples/sample172.jpg b/batch112/training_samples/sample172.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..56f5f44835b7270968ae20b3eeba8acf3b9c63ad
Binary files /dev/null and b/batch112/training_samples/sample172.jpg differ
diff --git a/batch112/training_samples/sample173.jpg b/batch112/training_samples/sample173.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..09a0807037b3f744358a6133ef06aa734cb0ad28
Binary files /dev/null and b/batch112/training_samples/sample173.jpg differ
diff --git a/batch112/training_samples/sample174.jpg b/batch112/training_samples/sample174.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9b7c300c7f047552b0e61a3aa2917aceae757fd5
Binary files /dev/null and b/batch112/training_samples/sample174.jpg differ
diff --git a/batch112/training_samples/sample175.jpg b/batch112/training_samples/sample175.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..02ee12b0f1c511109c3a2a8064e83697bf561d30
Binary files /dev/null and b/batch112/training_samples/sample175.jpg differ
diff --git a/batch112/training_samples/sample176.jpg b/batch112/training_samples/sample176.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e779da7462dddedae2b99dbe3025c491d591e22e
Binary files /dev/null and b/batch112/training_samples/sample176.jpg differ
diff --git a/batch112/training_samples/sample177.jpg b/batch112/training_samples/sample177.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3360b5ab895442d2dd9c84859747bc458b26b0e4
Binary files /dev/null and b/batch112/training_samples/sample177.jpg differ
diff --git a/batch112/training_samples/sample178.jpg b/batch112/training_samples/sample178.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b8b8662d7f7c5894f68f974cad3b43e267f8d50f
Binary files /dev/null and b/batch112/training_samples/sample178.jpg differ
diff --git a/batch112/training_samples/sample179.jpg b/batch112/training_samples/sample179.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0a172dd07bb53678fe7906e39d9f6c3913991d7d
Binary files /dev/null and b/batch112/training_samples/sample179.jpg differ
diff --git a/batch112/training_samples/sample18.jpg b/batch112/training_samples/sample18.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..355fa1e92775a34dc8a00acc3cabea65b3fac460
Binary files /dev/null and b/batch112/training_samples/sample18.jpg differ
diff --git a/batch112/training_samples/sample180.jpg b/batch112/training_samples/sample180.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9ce5febc4bb0bdfc2d0952b0296e9deeb56c0f50
Binary files /dev/null and b/batch112/training_samples/sample180.jpg differ
diff --git a/batch112/training_samples/sample181.jpg b/batch112/training_samples/sample181.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..06bed6b806bae29ac970ae830c71b0544ca37b1d
Binary files /dev/null and b/batch112/training_samples/sample181.jpg differ
diff --git a/batch112/training_samples/sample182.jpg b/batch112/training_samples/sample182.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..323014693b5ddf961889bda9c96c396aadb97239
Binary files /dev/null and b/batch112/training_samples/sample182.jpg differ
diff --git a/batch112/training_samples/sample183.jpg b/batch112/training_samples/sample183.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..26cc4522d095fd48cfa2ed31ec4f7e96ba2efeac
Binary files /dev/null and b/batch112/training_samples/sample183.jpg differ
diff --git a/batch112/training_samples/sample184.jpg b/batch112/training_samples/sample184.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4de24b4df5d0ac13e076ce3573967a822bf70383
Binary files /dev/null and b/batch112/training_samples/sample184.jpg differ
diff --git a/batch112/training_samples/sample185.jpg b/batch112/training_samples/sample185.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..86ded1769508970597e5153306a71d1b97fea8fc
Binary files /dev/null and b/batch112/training_samples/sample185.jpg differ
diff --git a/batch112/training_samples/sample186.jpg b/batch112/training_samples/sample186.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..124ea4d44dc54ae02e5bc1305e3483f2b73d27ef
Binary files /dev/null and b/batch112/training_samples/sample186.jpg differ
diff --git a/batch112/training_samples/sample187.jpg b/batch112/training_samples/sample187.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ad70b2302bb754470d470c0f32e02fa461ba4f67
Binary files /dev/null and b/batch112/training_samples/sample187.jpg differ
diff --git a/batch112/training_samples/sample188.jpg b/batch112/training_samples/sample188.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..149af6c89ab0fa5ed70ae881e27f5c7c5e25d7fb
Binary files /dev/null and b/batch112/training_samples/sample188.jpg differ
diff --git a/batch112/training_samples/sample189.jpg b/batch112/training_samples/sample189.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..89cfb7f2e74cb3d0b188f7c4341236c41eb52121
Binary files /dev/null and b/batch112/training_samples/sample189.jpg differ
diff --git a/batch112/training_samples/sample19.jpg b/batch112/training_samples/sample19.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..59a0741a3188752bf5abc4a423d821b1896d5b05
Binary files /dev/null and b/batch112/training_samples/sample19.jpg differ
diff --git a/batch112/training_samples/sample190.jpg b/batch112/training_samples/sample190.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9b3ef93027444095bc863cb6c071944417b90f18
Binary files /dev/null and b/batch112/training_samples/sample190.jpg differ
diff --git a/batch112/training_samples/sample191.jpg b/batch112/training_samples/sample191.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6bedaa30eae51f66b3392173e2fb734948f637f0
Binary files /dev/null and b/batch112/training_samples/sample191.jpg differ
diff --git a/batch112/training_samples/sample192.jpg b/batch112/training_samples/sample192.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..554dfadfaa9868d345bec4c55565d35cbccbe299
Binary files /dev/null and b/batch112/training_samples/sample192.jpg differ
diff --git a/batch112/training_samples/sample193.jpg b/batch112/training_samples/sample193.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5da72f6d5d97ba9854b22d9a71b5a996b0e86e64
Binary files /dev/null and b/batch112/training_samples/sample193.jpg differ
diff --git a/batch112/training_samples/sample194.jpg b/batch112/training_samples/sample194.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2bed97d0f425211989114edfe18afc7b51e2802b
Binary files /dev/null and b/batch112/training_samples/sample194.jpg differ
diff --git a/batch112/training_samples/sample195.jpg b/batch112/training_samples/sample195.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fad9951a01477312e7ee30cc85e00e353f0c6ffe
Binary files /dev/null and b/batch112/training_samples/sample195.jpg differ
diff --git a/batch112/training_samples/sample196.jpg b/batch112/training_samples/sample196.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..991a4c1ee077e8370171f289af8a63f026c166a3
Binary files /dev/null and b/batch112/training_samples/sample196.jpg differ
diff --git a/batch112/training_samples/sample197.jpg b/batch112/training_samples/sample197.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..47db48625f905c35cad43c75eef8e7e67402f4d1
Binary files /dev/null and b/batch112/training_samples/sample197.jpg differ
diff --git a/batch112/training_samples/sample198.jpg b/batch112/training_samples/sample198.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..73d93906001bc5d08969f3019658312697681953
Binary files /dev/null and b/batch112/training_samples/sample198.jpg differ
diff --git a/batch112/training_samples/sample199.jpg b/batch112/training_samples/sample199.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5e7186bbe3db2a299b3459b61e60102efce55530
Binary files /dev/null and b/batch112/training_samples/sample199.jpg differ
diff --git a/batch112/training_samples/sample2.jpg b/batch112/training_samples/sample2.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..251a20f22485ee04d45b7d4ff9d9060d2a36f9d5
Binary files /dev/null and b/batch112/training_samples/sample2.jpg differ
diff --git a/batch112/training_samples/sample20.jpg b/batch112/training_samples/sample20.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6938ac892dae6a76dc81c0746c0ad0dcd03f7579
Binary files /dev/null and b/batch112/training_samples/sample20.jpg differ
diff --git a/batch112/training_samples/sample200.jpg b/batch112/training_samples/sample200.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3db20fd4ea9a74316d6be15a14fc265601ce2092
Binary files /dev/null and b/batch112/training_samples/sample200.jpg differ
diff --git a/batch112/training_samples/sample201.jpg b/batch112/training_samples/sample201.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a324e1ca007a8c960f80e071ffb5b3d709814982
Binary files /dev/null and b/batch112/training_samples/sample201.jpg differ
diff --git a/batch112/training_samples/sample202.jpg b/batch112/training_samples/sample202.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f076b917202e5bba42037526be296e7cc26fe820
Binary files /dev/null and b/batch112/training_samples/sample202.jpg differ
diff --git a/batch112/training_samples/sample203.jpg b/batch112/training_samples/sample203.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5df52519f98f625e156c19d65f13fcb12a5a6202
Binary files /dev/null and b/batch112/training_samples/sample203.jpg differ
diff --git a/batch112/training_samples/sample204.jpg b/batch112/training_samples/sample204.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8b963db74b90e0d8f1abaed7becc75c52eef2e7f
Binary files /dev/null and b/batch112/training_samples/sample204.jpg differ
diff --git a/batch112/training_samples/sample205.jpg b/batch112/training_samples/sample205.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b450f8e9a481ecf45a58f60db90b8ba5070c64b2
Binary files /dev/null and b/batch112/training_samples/sample205.jpg differ
diff --git a/batch112/training_samples/sample206.jpg b/batch112/training_samples/sample206.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c394ee578c94eab117e9695b72a0732267feabbe
Binary files /dev/null and b/batch112/training_samples/sample206.jpg differ
diff --git a/batch112/training_samples/sample207.jpg b/batch112/training_samples/sample207.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..28001af094f16ec58b3746c4000893519ebf61f6
Binary files /dev/null and b/batch112/training_samples/sample207.jpg differ
diff --git a/batch112/training_samples/sample208.jpg b/batch112/training_samples/sample208.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..751148b98e1a65bd98135dce2e80a16af7fc91fa
Binary files /dev/null and b/batch112/training_samples/sample208.jpg differ
diff --git a/batch112/training_samples/sample209.jpg b/batch112/training_samples/sample209.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..533f9d329e16b2699485a91311bf649ec9001810
Binary files /dev/null and b/batch112/training_samples/sample209.jpg differ
diff --git a/batch112/training_samples/sample21.jpg b/batch112/training_samples/sample21.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..76895dba69829d2b3c031c2440b90acbc124f986
Binary files /dev/null and b/batch112/training_samples/sample21.jpg differ
diff --git a/batch112/training_samples/sample210.jpg b/batch112/training_samples/sample210.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7cb683868c30ddf8f78e2b12984e172bd8e19ed1
Binary files /dev/null and b/batch112/training_samples/sample210.jpg differ
diff --git a/batch112/training_samples/sample211.jpg b/batch112/training_samples/sample211.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a81c8417e3fb3307d1f64f7ccc1fc539a8145f49
Binary files /dev/null and b/batch112/training_samples/sample211.jpg differ
diff --git a/batch112/training_samples/sample212.jpg b/batch112/training_samples/sample212.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..44494f40f2fe1d81456f8e85cf2f8f29123c5e52
Binary files /dev/null and b/batch112/training_samples/sample212.jpg differ
diff --git a/batch112/training_samples/sample213.jpg b/batch112/training_samples/sample213.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c0c40b2bc45b8237c1d95c1aea20784d4070a8fe
Binary files /dev/null and b/batch112/training_samples/sample213.jpg differ
diff --git a/batch112/training_samples/sample214.jpg b/batch112/training_samples/sample214.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..71857568578783b4839d41ba80f9b631fb2b3666
Binary files /dev/null and b/batch112/training_samples/sample214.jpg differ
diff --git a/batch112/training_samples/sample215.jpg b/batch112/training_samples/sample215.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7377d0465b2ebb9c32782ef9d45b66c68d2408fc
Binary files /dev/null and b/batch112/training_samples/sample215.jpg differ
diff --git a/batch112/training_samples/sample216.jpg b/batch112/training_samples/sample216.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d9ae7839e8651f34e390442dd742ad088130c21e
Binary files /dev/null and b/batch112/training_samples/sample216.jpg differ
diff --git a/batch112/training_samples/sample217.jpg b/batch112/training_samples/sample217.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3e9251c0e2488b3ced1ed652e8c805877223d23d
Binary files /dev/null and b/batch112/training_samples/sample217.jpg differ
diff --git a/batch112/training_samples/sample218.jpg b/batch112/training_samples/sample218.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e43f9bb60240adf46561c4cf8bba0d0c20db107c
Binary files /dev/null and b/batch112/training_samples/sample218.jpg differ
diff --git a/batch112/training_samples/sample219.jpg b/batch112/training_samples/sample219.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..eda94aa4c8712778aef76e921e2650177b84b202
Binary files /dev/null and b/batch112/training_samples/sample219.jpg differ
diff --git a/batch112/training_samples/sample22.jpg b/batch112/training_samples/sample22.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d12485d7e498824b555484173ec5c742bc06b4e4
Binary files /dev/null and b/batch112/training_samples/sample22.jpg differ
diff --git a/batch112/training_samples/sample220.jpg b/batch112/training_samples/sample220.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5213a77ea340bfc7925685f3cc6fbe314896bf74
Binary files /dev/null and b/batch112/training_samples/sample220.jpg differ
diff --git a/batch112/training_samples/sample221.jpg b/batch112/training_samples/sample221.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..34a8cf6d41ec7a4d322e8ca63e1010136d687fb3
Binary files /dev/null and b/batch112/training_samples/sample221.jpg differ
diff --git a/batch112/training_samples/sample222.jpg b/batch112/training_samples/sample222.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2861067f516d887b92cc8e2df757d0c945513518
Binary files /dev/null and b/batch112/training_samples/sample222.jpg differ
diff --git a/batch112/training_samples/sample223.jpg b/batch112/training_samples/sample223.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e33e197c4f500e73e53231c95e1d94c7cd3bb5ea
Binary files /dev/null and b/batch112/training_samples/sample223.jpg differ
diff --git a/batch112/training_samples/sample224.jpg b/batch112/training_samples/sample224.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..45eb97f9d55f29e43c923aa1fbb1d7068efeb9ef
Binary files /dev/null and b/batch112/training_samples/sample224.jpg differ
diff --git a/batch112/training_samples/sample225.jpg b/batch112/training_samples/sample225.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..cdc9261681da2c51460bac585a6d0bf1438ba2b3
Binary files /dev/null and b/batch112/training_samples/sample225.jpg differ
diff --git a/batch112/training_samples/sample226.jpg b/batch112/training_samples/sample226.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c94ad247618937bac088f4bc8bb224662bde738a
Binary files /dev/null and b/batch112/training_samples/sample226.jpg differ
diff --git a/batch112/training_samples/sample227.jpg b/batch112/training_samples/sample227.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1ab32f9adeebc4073f3e12cf63a128f322cd520f
Binary files /dev/null and b/batch112/training_samples/sample227.jpg differ
diff --git a/batch112/training_samples/sample228.jpg b/batch112/training_samples/sample228.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..64232b48bcf52de187304d54ac09e64fc806efa9
Binary files /dev/null and b/batch112/training_samples/sample228.jpg differ
diff --git a/batch112/training_samples/sample229.jpg b/batch112/training_samples/sample229.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c974b21ef68000111522ee635304610de70a0256
Binary files /dev/null and b/batch112/training_samples/sample229.jpg differ
diff --git a/batch112/training_samples/sample23.jpg b/batch112/training_samples/sample23.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2c664cd1a1a35685efc72648f70585ba3c18a1fd
Binary files /dev/null and b/batch112/training_samples/sample23.jpg differ
diff --git a/batch112/training_samples/sample230.jpg b/batch112/training_samples/sample230.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0bf59615cd84d4878b2f736f3e93d9d6505b1e9e
Binary files /dev/null and b/batch112/training_samples/sample230.jpg differ
diff --git a/batch112/training_samples/sample231.jpg b/batch112/training_samples/sample231.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..851fcfbbc877e4b650c18183b9233b0cb6d9d0ea
Binary files /dev/null and b/batch112/training_samples/sample231.jpg differ
diff --git a/batch112/training_samples/sample232.jpg b/batch112/training_samples/sample232.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3460a4d0c3f22c4870b081f87b49f87d89745f19
Binary files /dev/null and b/batch112/training_samples/sample232.jpg differ
diff --git a/batch112/training_samples/sample233.jpg b/batch112/training_samples/sample233.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c9030283272d5b38ddcb9f695d6cd072026fb7dd
Binary files /dev/null and b/batch112/training_samples/sample233.jpg differ
diff --git a/batch112/training_samples/sample234.jpg b/batch112/training_samples/sample234.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..cbbd05cf75bbac5c212d6ded94f52d9ce4db2576
Binary files /dev/null and b/batch112/training_samples/sample234.jpg differ
diff --git a/batch112/training_samples/sample235.jpg b/batch112/training_samples/sample235.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1cc8a91f5a640e66ef3ed3a9cd08ca926612b03e
Binary files /dev/null and b/batch112/training_samples/sample235.jpg differ
diff --git a/batch112/training_samples/sample236.jpg b/batch112/training_samples/sample236.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..affddbf488fb9ea54c55cc0da6aaa71d7bbfae97
Binary files /dev/null and b/batch112/training_samples/sample236.jpg differ
diff --git a/batch112/training_samples/sample237.jpg b/batch112/training_samples/sample237.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f9b059a5cabcfb4fb676fbb12fc77eb178667434
Binary files /dev/null and b/batch112/training_samples/sample237.jpg differ
diff --git a/batch112/training_samples/sample238.jpg b/batch112/training_samples/sample238.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0684f855939168aa169f759bf18d4adbe818ad90
Binary files /dev/null and b/batch112/training_samples/sample238.jpg differ
diff --git a/batch112/training_samples/sample239.jpg b/batch112/training_samples/sample239.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bcf61e1b196cb7abd38a5c59939b6975cae9b4ef
Binary files /dev/null and b/batch112/training_samples/sample239.jpg differ
diff --git a/batch112/training_samples/sample24.jpg b/batch112/training_samples/sample24.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1cf9560a2e9c3038e26c368cd8c9e1d06cb5de4b
Binary files /dev/null and b/batch112/training_samples/sample24.jpg differ
diff --git a/batch112/training_samples/sample240.jpg b/batch112/training_samples/sample240.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..01e645a325575c361115d1130f4ad45cddba0b4e
Binary files /dev/null and b/batch112/training_samples/sample240.jpg differ
diff --git a/batch112/training_samples/sample241.jpg b/batch112/training_samples/sample241.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b7b3691c1dfa13ee86de1c10aeacc714403f37ae
Binary files /dev/null and b/batch112/training_samples/sample241.jpg differ
diff --git a/batch112/training_samples/sample242.jpg b/batch112/training_samples/sample242.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c29bc1fdacb3670a8c32632179765ebdc13f4442
Binary files /dev/null and b/batch112/training_samples/sample242.jpg differ
diff --git a/batch112/training_samples/sample243.jpg b/batch112/training_samples/sample243.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6688eec6e51f4f2745c118625da7712bb12f182f
Binary files /dev/null and b/batch112/training_samples/sample243.jpg differ
diff --git a/batch112/training_samples/sample244.jpg b/batch112/training_samples/sample244.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ed9054ed3b73db8af136eb1fa27881c56eaed149
Binary files /dev/null and b/batch112/training_samples/sample244.jpg differ
diff --git a/batch112/training_samples/sample245.jpg b/batch112/training_samples/sample245.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7ff0be65a53d13b91d5919ea44f4db522a5f7e55
Binary files /dev/null and b/batch112/training_samples/sample245.jpg differ
diff --git a/batch112/training_samples/sample246.jpg b/batch112/training_samples/sample246.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f35e75f82f597ee1c57183c3ff2673f825f33ba0
Binary files /dev/null and b/batch112/training_samples/sample246.jpg differ
diff --git a/batch112/training_samples/sample247.jpg b/batch112/training_samples/sample247.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..925882d38d755aeb5c7efe2267419a70f0ab0e2d
Binary files /dev/null and b/batch112/training_samples/sample247.jpg differ
diff --git a/batch112/training_samples/sample248.jpg b/batch112/training_samples/sample248.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6788f5bdfd5c48af289612c4e8d9d05799985271
Binary files /dev/null and b/batch112/training_samples/sample248.jpg differ
diff --git a/batch112/training_samples/sample249.jpg b/batch112/training_samples/sample249.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..26d4ceb134d6d8fb258e2ba10d59375e7c4f6509
Binary files /dev/null and b/batch112/training_samples/sample249.jpg differ
diff --git a/batch112/training_samples/sample25.jpg b/batch112/training_samples/sample25.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..afe9240828b2d3f7272ca2487fa460d77225d4f9
Binary files /dev/null and b/batch112/training_samples/sample25.jpg differ
diff --git a/batch112/training_samples/sample250.jpg b/batch112/training_samples/sample250.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..534cf08811744e0db1a5ae2bfd9b9c8a53dc4b4e
Binary files /dev/null and b/batch112/training_samples/sample250.jpg differ
diff --git a/batch112/training_samples/sample251.jpg b/batch112/training_samples/sample251.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6f656796773cde1e8068d911dfdc422f4649d8f0
Binary files /dev/null and b/batch112/training_samples/sample251.jpg differ
diff --git a/batch112/training_samples/sample252.jpg b/batch112/training_samples/sample252.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b4f98cf147b3586662fd6a997a4816dd83912277
Binary files /dev/null and b/batch112/training_samples/sample252.jpg differ
diff --git a/batch112/training_samples/sample253.jpg b/batch112/training_samples/sample253.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2be2c09a927f5f902d9e0868144dd89ab45051d7
Binary files /dev/null and b/batch112/training_samples/sample253.jpg differ
diff --git a/batch112/training_samples/sample254.jpg b/batch112/training_samples/sample254.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2fb8ff2eb0af322e23ff336d79039e1c549ce73c
Binary files /dev/null and b/batch112/training_samples/sample254.jpg differ
diff --git a/batch112/training_samples/sample255.jpg b/batch112/training_samples/sample255.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c4dc939a2b5dc665c898903564d2147b9abd37f8
Binary files /dev/null and b/batch112/training_samples/sample255.jpg differ
diff --git a/batch112/training_samples/sample256.jpg b/batch112/training_samples/sample256.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..647a9a9aafcc0169e7c0ce7e5d262338dc99536d
Binary files /dev/null and b/batch112/training_samples/sample256.jpg differ
diff --git a/batch112/training_samples/sample257.jpg b/batch112/training_samples/sample257.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1c0b0074708e2e13a5fe023b3a614dd0e4a4df23
Binary files /dev/null and b/batch112/training_samples/sample257.jpg differ
diff --git a/batch112/training_samples/sample258.jpg b/batch112/training_samples/sample258.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7ddf1d63c2f3ae121169effb8512a651bed6e2b0
Binary files /dev/null and b/batch112/training_samples/sample258.jpg differ
diff --git a/batch112/training_samples/sample259.jpg b/batch112/training_samples/sample259.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3e250f5dd7d7e4de28333a065399c01135a422d9
Binary files /dev/null and b/batch112/training_samples/sample259.jpg differ
diff --git a/batch112/training_samples/sample26.jpg b/batch112/training_samples/sample26.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e12907d05cde85e52882a48586982f33018c005a
Binary files /dev/null and b/batch112/training_samples/sample26.jpg differ
diff --git a/batch112/training_samples/sample260.jpg b/batch112/training_samples/sample260.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..16dc46beaf554092664ffa11c44b9308cb752b84
Binary files /dev/null and b/batch112/training_samples/sample260.jpg differ
diff --git a/batch112/training_samples/sample261.jpg b/batch112/training_samples/sample261.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2676582bff75ece5132a8e6c6a39270dee479768
Binary files /dev/null and b/batch112/training_samples/sample261.jpg differ
diff --git a/batch112/training_samples/sample262.jpg b/batch112/training_samples/sample262.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b0890d15855d6786e750a75a75f988df422fe8bb
Binary files /dev/null and b/batch112/training_samples/sample262.jpg differ
diff --git a/batch112/training_samples/sample263.jpg b/batch112/training_samples/sample263.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2c8ef8abef81ac1ba1a97e3e28632b5b6df06b0b
Binary files /dev/null and b/batch112/training_samples/sample263.jpg differ
diff --git a/batch112/training_samples/sample264.jpg b/batch112/training_samples/sample264.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0febbc422d238456889eb37cd89d8a7d12bdaeab
Binary files /dev/null and b/batch112/training_samples/sample264.jpg differ
diff --git a/batch112/training_samples/sample265.jpg b/batch112/training_samples/sample265.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..59123c669e63182a1247d29a7d01b897c4c731fb
Binary files /dev/null and b/batch112/training_samples/sample265.jpg differ
diff --git a/batch112/training_samples/sample266.jpg b/batch112/training_samples/sample266.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6e3074d630a993852164fb6720845abcd773bb18
Binary files /dev/null and b/batch112/training_samples/sample266.jpg differ
diff --git a/batch112/training_samples/sample267.jpg b/batch112/training_samples/sample267.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..92c8c91f04e663f842f6da071652443742c560b5
Binary files /dev/null and b/batch112/training_samples/sample267.jpg differ
diff --git a/batch112/training_samples/sample268.jpg b/batch112/training_samples/sample268.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fc4cb095281407fd3ee6e86ff19557b1af2d060d
Binary files /dev/null and b/batch112/training_samples/sample268.jpg differ
diff --git a/batch112/training_samples/sample269.jpg b/batch112/training_samples/sample269.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..458e11c89abe4619689539bbd4303d751dfe9a93
Binary files /dev/null and b/batch112/training_samples/sample269.jpg differ
diff --git a/batch112/training_samples/sample27.jpg b/batch112/training_samples/sample27.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..24ccf00b49a06853fbb84cb15fc73cbbc10b9434
Binary files /dev/null and b/batch112/training_samples/sample27.jpg differ
diff --git a/batch112/training_samples/sample270.jpg b/batch112/training_samples/sample270.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a09f4a8156189daf1e7894ee683e974527dc4837
Binary files /dev/null and b/batch112/training_samples/sample270.jpg differ
diff --git a/batch112/training_samples/sample271.jpg b/batch112/training_samples/sample271.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f50727475528e31fd00fadf0be0e47e83b4a859e
Binary files /dev/null and b/batch112/training_samples/sample271.jpg differ
diff --git a/batch112/training_samples/sample272.jpg b/batch112/training_samples/sample272.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..390f976bc6c24410f80464e929a834696b88b3e2
Binary files /dev/null and b/batch112/training_samples/sample272.jpg differ
diff --git a/batch112/training_samples/sample273.jpg b/batch112/training_samples/sample273.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6974455e54fa4cfd3f2b8e5c1053afc3fe0c536a
Binary files /dev/null and b/batch112/training_samples/sample273.jpg differ
diff --git a/batch112/training_samples/sample274.jpg b/batch112/training_samples/sample274.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7abf85baf574278dae80e71a68a35b38eb1892c0
Binary files /dev/null and b/batch112/training_samples/sample274.jpg differ
diff --git a/batch112/training_samples/sample275.jpg b/batch112/training_samples/sample275.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b62bdd4b8f4ff0f62dc481f0150af25c15e64641
Binary files /dev/null and b/batch112/training_samples/sample275.jpg differ
diff --git a/batch112/training_samples/sample276.jpg b/batch112/training_samples/sample276.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..74409ab60e582a838da380be5f1aedcaa2313c73
Binary files /dev/null and b/batch112/training_samples/sample276.jpg differ
diff --git a/batch112/training_samples/sample277.jpg b/batch112/training_samples/sample277.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3a4e4196003cc0a050d1b52eb9f200faa8566dbb
Binary files /dev/null and b/batch112/training_samples/sample277.jpg differ
diff --git a/batch112/training_samples/sample278.jpg b/batch112/training_samples/sample278.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ca8eb192baa27807c353ce1c318c947cc93a525f
Binary files /dev/null and b/batch112/training_samples/sample278.jpg differ
diff --git a/batch112/training_samples/sample279.jpg b/batch112/training_samples/sample279.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..85b7af223bbd7dfcce3a0cc24a8042336812d89f
Binary files /dev/null and b/batch112/training_samples/sample279.jpg differ
diff --git a/batch112/training_samples/sample28.jpg b/batch112/training_samples/sample28.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..89580788507b0426be2890995f1a4b05d723d0a8
Binary files /dev/null and b/batch112/training_samples/sample28.jpg differ
diff --git a/batch112/training_samples/sample280.jpg b/batch112/training_samples/sample280.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f86925f678e87749a240764312f1a7ca1383a2c4
Binary files /dev/null and b/batch112/training_samples/sample280.jpg differ
diff --git a/batch112/training_samples/sample281.jpg b/batch112/training_samples/sample281.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d75b130c339348abb7f204c207ae6a11d316d0fe
Binary files /dev/null and b/batch112/training_samples/sample281.jpg differ
diff --git a/batch112/training_samples/sample282.jpg b/batch112/training_samples/sample282.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..146fd0d0aac057799ade3008500fc6d2d102acfd
Binary files /dev/null and b/batch112/training_samples/sample282.jpg differ
diff --git a/batch112/training_samples/sample283.jpg b/batch112/training_samples/sample283.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b23cb4be0c8573d77af6368eb05d4d6eb817427a
Binary files /dev/null and b/batch112/training_samples/sample283.jpg differ
diff --git a/batch112/training_samples/sample284.jpg b/batch112/training_samples/sample284.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..74bb9617c76748cba93b03815de56d8e2517e5a0
Binary files /dev/null and b/batch112/training_samples/sample284.jpg differ
diff --git a/batch112/training_samples/sample285.jpg b/batch112/training_samples/sample285.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ccf38c0818958e754ad18f335c74963796334b0a
Binary files /dev/null and b/batch112/training_samples/sample285.jpg differ
diff --git a/batch112/training_samples/sample286.jpg b/batch112/training_samples/sample286.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6e9ca5a5b852d809f83e4b8ae4588edffb61fb0e
Binary files /dev/null and b/batch112/training_samples/sample286.jpg differ
diff --git a/batch112/training_samples/sample287.jpg b/batch112/training_samples/sample287.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c491ed7c511a4d8dc4ccb61714bf415db8ccfb25
Binary files /dev/null and b/batch112/training_samples/sample287.jpg differ
diff --git a/batch112/training_samples/sample288.jpg b/batch112/training_samples/sample288.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a557ec4aa22424cee3224db1292b4e0232290efa
Binary files /dev/null and b/batch112/training_samples/sample288.jpg differ
diff --git a/batch112/training_samples/sample289.jpg b/batch112/training_samples/sample289.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5cd0097291f89c9026822eabd28bb182bfa18040
Binary files /dev/null and b/batch112/training_samples/sample289.jpg differ
diff --git a/batch112/training_samples/sample29.jpg b/batch112/training_samples/sample29.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3c288292c49142c1e5a49185a2e152de7cc25ae0
Binary files /dev/null and b/batch112/training_samples/sample29.jpg differ
diff --git a/batch112/training_samples/sample290.jpg b/batch112/training_samples/sample290.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fd0cc834561958f147b48fcc2f5ac39b6a11a0dc
Binary files /dev/null and b/batch112/training_samples/sample290.jpg differ
diff --git a/batch112/training_samples/sample291.jpg b/batch112/training_samples/sample291.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b3d6f8543ab0712692612f92ba12d9bc8714eead
Binary files /dev/null and b/batch112/training_samples/sample291.jpg differ
diff --git a/batch112/training_samples/sample292.jpg b/batch112/training_samples/sample292.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9f0ea0722669f990e3b259a49fb4aa6e3c25854e
Binary files /dev/null and b/batch112/training_samples/sample292.jpg differ
diff --git a/batch112/training_samples/sample293.jpg b/batch112/training_samples/sample293.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e3e9f23d38155b7f0dcb72eec5e0cd5f7808a373
Binary files /dev/null and b/batch112/training_samples/sample293.jpg differ
diff --git a/batch112/training_samples/sample294.jpg b/batch112/training_samples/sample294.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..982d7d6c8de8413876a7c6e1f97deb96b16c222b
Binary files /dev/null and b/batch112/training_samples/sample294.jpg differ
diff --git a/batch112/training_samples/sample295.jpg b/batch112/training_samples/sample295.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..62c1d0f0201bb9f41ee316ce2cfa2da02fafde1d
Binary files /dev/null and b/batch112/training_samples/sample295.jpg differ
diff --git a/batch112/training_samples/sample296.jpg b/batch112/training_samples/sample296.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..519f03ab4b7f403ec12a819b08d6f6356dc15289
Binary files /dev/null and b/batch112/training_samples/sample296.jpg differ
diff --git a/batch112/training_samples/sample297.jpg b/batch112/training_samples/sample297.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8de15105690e7581744808d8a5a3ce819732a5fe
Binary files /dev/null and b/batch112/training_samples/sample297.jpg differ
diff --git a/batch112/training_samples/sample298.jpg b/batch112/training_samples/sample298.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9e2b160600afcbdb4df226ff0e6521f0fa9169c1
Binary files /dev/null and b/batch112/training_samples/sample298.jpg differ
diff --git a/batch112/training_samples/sample299.jpg b/batch112/training_samples/sample299.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..60a706170e9850c578308dce9daddedfc5ab07e7
Binary files /dev/null and b/batch112/training_samples/sample299.jpg differ
diff --git a/batch112/training_samples/sample3.jpg b/batch112/training_samples/sample3.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d70559c5b56d5617857dcdbd0add56e5c3d726c2
Binary files /dev/null and b/batch112/training_samples/sample3.jpg differ
diff --git a/batch112/training_samples/sample30.jpg b/batch112/training_samples/sample30.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..599cde149c9d54765160ca3956b691e6d6a13b93
Binary files /dev/null and b/batch112/training_samples/sample30.jpg differ
diff --git a/batch112/training_samples/sample300.jpg b/batch112/training_samples/sample300.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b892ab9c89fa43240d7427b9364b0aa355fd074d
Binary files /dev/null and b/batch112/training_samples/sample300.jpg differ
diff --git a/batch112/training_samples/sample301.jpg b/batch112/training_samples/sample301.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..79cc431803e7b30515f366efe32ce8fe360605ae
Binary files /dev/null and b/batch112/training_samples/sample301.jpg differ
diff --git a/batch112/training_samples/sample302.jpg b/batch112/training_samples/sample302.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..589150288c1aebfe4b00c23f3e17e8c3fa9b42fe
Binary files /dev/null and b/batch112/training_samples/sample302.jpg differ
diff --git a/batch112/training_samples/sample303.jpg b/batch112/training_samples/sample303.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a661d72cc14ffc09e6de26754be1bad58313b652
Binary files /dev/null and b/batch112/training_samples/sample303.jpg differ
diff --git a/batch112/training_samples/sample304.jpg b/batch112/training_samples/sample304.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0347af9be2e7918acb15121768b6562e1d0bcbb7
Binary files /dev/null and b/batch112/training_samples/sample304.jpg differ
diff --git a/batch112/training_samples/sample305.jpg b/batch112/training_samples/sample305.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..22bb7568ab65d24ebc3af422a10755d34f9eda1a
Binary files /dev/null and b/batch112/training_samples/sample305.jpg differ
diff --git a/batch112/training_samples/sample306.jpg b/batch112/training_samples/sample306.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..538b7b7e9fb89f24e8733ca286c17431ad00d3cd
Binary files /dev/null and b/batch112/training_samples/sample306.jpg differ
diff --git a/batch112/training_samples/sample307.jpg b/batch112/training_samples/sample307.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..dd2f3b21adc6b261126bc49ec91acc382001f4e1
Binary files /dev/null and b/batch112/training_samples/sample307.jpg differ
diff --git a/batch112/training_samples/sample308.jpg b/batch112/training_samples/sample308.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a437bf8a98a000c93caea601251a30fa5fd331f2
Binary files /dev/null and b/batch112/training_samples/sample308.jpg differ
diff --git a/batch112/training_samples/sample309.jpg b/batch112/training_samples/sample309.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..747019b238ecdab03d17acfaf5d57db811cc1a00
Binary files /dev/null and b/batch112/training_samples/sample309.jpg differ
diff --git a/batch112/training_samples/sample31.jpg b/batch112/training_samples/sample31.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ac9b64c344df17a78bf25980d41c429711584335
Binary files /dev/null and b/batch112/training_samples/sample31.jpg differ
diff --git a/batch112/training_samples/sample310.jpg b/batch112/training_samples/sample310.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..49fa657db595c401026f51a0a732476023dee5e1
Binary files /dev/null and b/batch112/training_samples/sample310.jpg differ
diff --git a/batch112/training_samples/sample311.jpg b/batch112/training_samples/sample311.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fbeb849195d3e8dc7720c2b86bdefa05f1d81c5b
Binary files /dev/null and b/batch112/training_samples/sample311.jpg differ
diff --git a/batch112/training_samples/sample312.jpg b/batch112/training_samples/sample312.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4a0f0800424d3499307f167b64a2c4371fec4923
Binary files /dev/null and b/batch112/training_samples/sample312.jpg differ
diff --git a/batch112/training_samples/sample313.jpg b/batch112/training_samples/sample313.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d1c56e44cee1c51f76db762558560e031916c8d4
Binary files /dev/null and b/batch112/training_samples/sample313.jpg differ
diff --git a/batch112/training_samples/sample314.jpg b/batch112/training_samples/sample314.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8382b7ea1d29454fa40a047e43c70c66767416f6
Binary files /dev/null and b/batch112/training_samples/sample314.jpg differ
diff --git a/batch112/training_samples/sample315.jpg b/batch112/training_samples/sample315.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..46b9c75a15b174befaf6748728e16c2c6f72f0ee
Binary files /dev/null and b/batch112/training_samples/sample315.jpg differ
diff --git a/batch112/training_samples/sample316.jpg b/batch112/training_samples/sample316.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f2a9b8261f38ad17e2533cf42f253fe6b7cfecbc
Binary files /dev/null and b/batch112/training_samples/sample316.jpg differ
diff --git a/batch112/training_samples/sample317.jpg b/batch112/training_samples/sample317.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0f6e217f8b10d94a9b037eb96673966eb9da18fa
Binary files /dev/null and b/batch112/training_samples/sample317.jpg differ
diff --git a/batch112/training_samples/sample318.jpg b/batch112/training_samples/sample318.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..73549d92c4ae720d212eddce4e8799ef602037d2
Binary files /dev/null and b/batch112/training_samples/sample318.jpg differ
diff --git a/batch112/training_samples/sample319.jpg b/batch112/training_samples/sample319.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bd909ba9c9d31751489e5f3ce0296a36d6691acd
Binary files /dev/null and b/batch112/training_samples/sample319.jpg differ
diff --git a/batch112/training_samples/sample32.jpg b/batch112/training_samples/sample32.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c4bf803ac5a93ddbaf45ffe68d2f8d43a65e82ae
Binary files /dev/null and b/batch112/training_samples/sample32.jpg differ
diff --git a/batch112/training_samples/sample320.jpg b/batch112/training_samples/sample320.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d9b0176e07a6f66e186a985f6f15531bf264087c
Binary files /dev/null and b/batch112/training_samples/sample320.jpg differ
diff --git a/batch112/training_samples/sample321.jpg b/batch112/training_samples/sample321.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0824bdb6098ff907fc8e5b4ba8b5b5df863a5eb8
Binary files /dev/null and b/batch112/training_samples/sample321.jpg differ
diff --git a/batch112/training_samples/sample322.jpg b/batch112/training_samples/sample322.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b137fd1f9ce768f85b69d5179ad9ce00578af8b8
Binary files /dev/null and b/batch112/training_samples/sample322.jpg differ
diff --git a/batch112/training_samples/sample323.jpg b/batch112/training_samples/sample323.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4c9233947faa70eebf1c49d04b0920d057c5a769
Binary files /dev/null and b/batch112/training_samples/sample323.jpg differ
diff --git a/batch112/training_samples/sample324.jpg b/batch112/training_samples/sample324.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..17a688c3b1ed352209fb5ee462919ee715632ff6
Binary files /dev/null and b/batch112/training_samples/sample324.jpg differ
diff --git a/batch112/training_samples/sample325.jpg b/batch112/training_samples/sample325.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f992c0dddb5dcadc7e3d0a1f7e4033ee41007f30
Binary files /dev/null and b/batch112/training_samples/sample325.jpg differ
diff --git a/batch112/training_samples/sample326.jpg b/batch112/training_samples/sample326.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..555a29313bcbc30acd32114f46010b5f3f13302e
Binary files /dev/null and b/batch112/training_samples/sample326.jpg differ
diff --git a/batch112/training_samples/sample327.jpg b/batch112/training_samples/sample327.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b187ff70c8fc61920bc8b173e17d82007277137c
Binary files /dev/null and b/batch112/training_samples/sample327.jpg differ
diff --git a/batch112/training_samples/sample328.jpg b/batch112/training_samples/sample328.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6261a7ad83c88f97a2a5e66387c13e609e2d0bf5
Binary files /dev/null and b/batch112/training_samples/sample328.jpg differ
diff --git a/batch112/training_samples/sample329.jpg b/batch112/training_samples/sample329.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..eaa9335ff9a2a1278f216e29dec9473a1ed3cee1
Binary files /dev/null and b/batch112/training_samples/sample329.jpg differ
diff --git a/batch112/training_samples/sample33.jpg b/batch112/training_samples/sample33.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..eccfd156969d6e403705ec154af3ab6274480a79
Binary files /dev/null and b/batch112/training_samples/sample33.jpg differ
diff --git a/batch112/training_samples/sample330.jpg b/batch112/training_samples/sample330.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..43322aa1719983c46f500587315bd08c1e967ebe
Binary files /dev/null and b/batch112/training_samples/sample330.jpg differ
diff --git a/batch112/training_samples/sample331.jpg b/batch112/training_samples/sample331.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..674da5311527a3cb266ebe312da31aef1dfcf102
Binary files /dev/null and b/batch112/training_samples/sample331.jpg differ
diff --git a/batch112/training_samples/sample332.jpg b/batch112/training_samples/sample332.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..dc45bb9f1513941d76311879e47b821010fc5b48
Binary files /dev/null and b/batch112/training_samples/sample332.jpg differ
diff --git a/batch112/training_samples/sample333.jpg b/batch112/training_samples/sample333.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3201349c04294bfe7f3026bac6fc1e27318d53e9
Binary files /dev/null and b/batch112/training_samples/sample333.jpg differ
diff --git a/batch112/training_samples/sample334.jpg b/batch112/training_samples/sample334.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..31b969dd756e177cd350a1a1eba2eacd6f68351f
Binary files /dev/null and b/batch112/training_samples/sample334.jpg differ
diff --git a/batch112/training_samples/sample335.jpg b/batch112/training_samples/sample335.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5540948752ba04daa53361bd964f171ba9cfd41b
Binary files /dev/null and b/batch112/training_samples/sample335.jpg differ
diff --git a/batch112/training_samples/sample336.jpg b/batch112/training_samples/sample336.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2376c1afd82849a84a1e33449c5eadb1250497a1
Binary files /dev/null and b/batch112/training_samples/sample336.jpg differ
diff --git a/batch112/training_samples/sample337.jpg b/batch112/training_samples/sample337.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9d6166f580664f27a7f35e7fb17807a2f350fb0c
Binary files /dev/null and b/batch112/training_samples/sample337.jpg differ
diff --git a/batch112/training_samples/sample338.jpg b/batch112/training_samples/sample338.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8fa670cce94d1f06add80f18a9714d0b0b78d1d7
Binary files /dev/null and b/batch112/training_samples/sample338.jpg differ
diff --git a/batch112/training_samples/sample339.jpg b/batch112/training_samples/sample339.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c2aac71f7b8028b77620258ea93e6ce5851e87b1
Binary files /dev/null and b/batch112/training_samples/sample339.jpg differ
diff --git a/batch112/training_samples/sample34.jpg b/batch112/training_samples/sample34.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..34894d81ebb953888dcceb6506ba8607bd20467d
Binary files /dev/null and b/batch112/training_samples/sample34.jpg differ
diff --git a/batch112/training_samples/sample340.jpg b/batch112/training_samples/sample340.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9e0c34773fb6844ddbdb65adf926e3bea17ff96a
Binary files /dev/null and b/batch112/training_samples/sample340.jpg differ
diff --git a/batch112/training_samples/sample341.jpg b/batch112/training_samples/sample341.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3cd2a193833c9631db26f92298c1de09b95cdf2f
Binary files /dev/null and b/batch112/training_samples/sample341.jpg differ
diff --git a/batch112/training_samples/sample342.jpg b/batch112/training_samples/sample342.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2b3c39676ce51296e801d2f370e82430d324496e
Binary files /dev/null and b/batch112/training_samples/sample342.jpg differ
diff --git a/batch112/training_samples/sample343.jpg b/batch112/training_samples/sample343.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..02552fe6b3dd43ac3f6c48065e608675cfbabaff
Binary files /dev/null and b/batch112/training_samples/sample343.jpg differ
diff --git a/batch112/training_samples/sample344.jpg b/batch112/training_samples/sample344.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5f1150e30d376baed06a8a689534a7d9926699c9
Binary files /dev/null and b/batch112/training_samples/sample344.jpg differ
diff --git a/batch112/training_samples/sample345.jpg b/batch112/training_samples/sample345.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e732d845fa2f979409b8a12a4dd60d033303a855
Binary files /dev/null and b/batch112/training_samples/sample345.jpg differ
diff --git a/batch112/training_samples/sample346.jpg b/batch112/training_samples/sample346.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3968cdc0f2abb2b4a29d72c28c6aac18788a2a37
Binary files /dev/null and b/batch112/training_samples/sample346.jpg differ
diff --git a/batch112/training_samples/sample347.jpg b/batch112/training_samples/sample347.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..956a3ca73307a30d711cb6576bdfaf359253e515
Binary files /dev/null and b/batch112/training_samples/sample347.jpg differ
diff --git a/batch112/training_samples/sample348.jpg b/batch112/training_samples/sample348.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d774631ebc3686dd6a25f6d7aa895e509b799201
Binary files /dev/null and b/batch112/training_samples/sample348.jpg differ
diff --git a/batch112/training_samples/sample349.jpg b/batch112/training_samples/sample349.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d705d7175e9b5c6298dd4b41b5b7e873e7a714ef
Binary files /dev/null and b/batch112/training_samples/sample349.jpg differ
diff --git a/batch112/training_samples/sample35.jpg b/batch112/training_samples/sample35.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..df1278c78e885c3690f0bf4ba25b67470b427197
Binary files /dev/null and b/batch112/training_samples/sample35.jpg differ
diff --git a/batch112/training_samples/sample350.jpg b/batch112/training_samples/sample350.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b5cda34342b125fa4ceb3aa2f635c054555c0236
Binary files /dev/null and b/batch112/training_samples/sample350.jpg differ
diff --git a/batch112/training_samples/sample351.jpg b/batch112/training_samples/sample351.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e06476b0f31568c1490bb28be34b1c491f69526c
Binary files /dev/null and b/batch112/training_samples/sample351.jpg differ
diff --git a/batch112/training_samples/sample352.jpg b/batch112/training_samples/sample352.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..744540c0c63555e24337f18bec5ac996d1322698
Binary files /dev/null and b/batch112/training_samples/sample352.jpg differ
diff --git a/batch112/training_samples/sample353.jpg b/batch112/training_samples/sample353.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..76b13ceaaca8529255bfad73a16b00576dddceff
Binary files /dev/null and b/batch112/training_samples/sample353.jpg differ
diff --git a/batch112/training_samples/sample354.jpg b/batch112/training_samples/sample354.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..84cb53bba0b8c69744e392fb46fc41049c8e6464
Binary files /dev/null and b/batch112/training_samples/sample354.jpg differ
diff --git a/batch112/training_samples/sample355.jpg b/batch112/training_samples/sample355.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e0e90767fb70a6a95ec0c72addbcac0a0fc21470
Binary files /dev/null and b/batch112/training_samples/sample355.jpg differ
diff --git a/batch112/training_samples/sample356.jpg b/batch112/training_samples/sample356.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9c27469142ac64c59ea141a3d73ce7a2a00aa45c
Binary files /dev/null and b/batch112/training_samples/sample356.jpg differ
diff --git a/batch112/training_samples/sample357.jpg b/batch112/training_samples/sample357.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2979d2e5f14be47f6a186bddd2858147d02400bb
Binary files /dev/null and b/batch112/training_samples/sample357.jpg differ
diff --git a/batch112/training_samples/sample358.jpg b/batch112/training_samples/sample358.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b4c14671a423d8df2e15fa58aa96ca56acef10b6
Binary files /dev/null and b/batch112/training_samples/sample358.jpg differ
diff --git a/batch112/training_samples/sample359.jpg b/batch112/training_samples/sample359.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a43581155d070ba2a81eb47441fbe322d634cd60
Binary files /dev/null and b/batch112/training_samples/sample359.jpg differ
diff --git a/batch112/training_samples/sample36.jpg b/batch112/training_samples/sample36.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3e21c6ca60d0332edb16f45a51c399211e883363
Binary files /dev/null and b/batch112/training_samples/sample36.jpg differ
diff --git a/batch112/training_samples/sample360.jpg b/batch112/training_samples/sample360.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..606810654200319aec6fbe807bddea23014bd5e3
Binary files /dev/null and b/batch112/training_samples/sample360.jpg differ
diff --git a/batch112/training_samples/sample361.jpg b/batch112/training_samples/sample361.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2da9fa40f0c2b54f5d5554a0d954fa31f4d16c95
Binary files /dev/null and b/batch112/training_samples/sample361.jpg differ
diff --git a/batch112/training_samples/sample362.jpg b/batch112/training_samples/sample362.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1d35f1e52191df9bc829b1cad2d311fafb761817
Binary files /dev/null and b/batch112/training_samples/sample362.jpg differ
diff --git a/batch112/training_samples/sample363.jpg b/batch112/training_samples/sample363.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a6646e50c2dba9be7aa276251497f1686c35a886
Binary files /dev/null and b/batch112/training_samples/sample363.jpg differ
diff --git a/batch112/training_samples/sample364.jpg b/batch112/training_samples/sample364.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..dec313753500c0ffe7a8def9cf3cb002a57224b9
Binary files /dev/null and b/batch112/training_samples/sample364.jpg differ
diff --git a/batch112/training_samples/sample365.jpg b/batch112/training_samples/sample365.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8a545610fab45d1204934d24a11268d2c20079b4
Binary files /dev/null and b/batch112/training_samples/sample365.jpg differ
diff --git a/batch112/training_samples/sample366.jpg b/batch112/training_samples/sample366.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5be60000a7432a19805ad3fd8fe7e5273af6f3a1
Binary files /dev/null and b/batch112/training_samples/sample366.jpg differ
diff --git a/batch112/training_samples/sample367.jpg b/batch112/training_samples/sample367.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5336d43793ad2ed6defd8dd5236db24aa1e9f78a
Binary files /dev/null and b/batch112/training_samples/sample367.jpg differ
diff --git a/batch112/training_samples/sample368.jpg b/batch112/training_samples/sample368.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..adf7210a2b56c4bbb5512461d3924dd6680d41a6
Binary files /dev/null and b/batch112/training_samples/sample368.jpg differ
diff --git a/batch112/training_samples/sample369.jpg b/batch112/training_samples/sample369.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c3ea09e01a350d6150011897fac37fc3f701c1bc
Binary files /dev/null and b/batch112/training_samples/sample369.jpg differ
diff --git a/batch112/training_samples/sample37.jpg b/batch112/training_samples/sample37.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a970ca079734c5dc2890fd076f96e105eabcd88f
Binary files /dev/null and b/batch112/training_samples/sample37.jpg differ
diff --git a/batch112/training_samples/sample370.jpg b/batch112/training_samples/sample370.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7134fe3b4e8b4111b2a535a2a665e551a1f2dce2
Binary files /dev/null and b/batch112/training_samples/sample370.jpg differ
diff --git a/batch112/training_samples/sample371.jpg b/batch112/training_samples/sample371.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3043e00381c1f9b8a6916c853be51c5a53baa656
Binary files /dev/null and b/batch112/training_samples/sample371.jpg differ
diff --git a/batch112/training_samples/sample372.jpg b/batch112/training_samples/sample372.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..80d439763ca18fb2bf4e7e4e24f721eae5170725
Binary files /dev/null and b/batch112/training_samples/sample372.jpg differ
diff --git a/batch112/training_samples/sample373.jpg b/batch112/training_samples/sample373.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..633436028b15de49c6ab61d104dbbe026b7b4224
Binary files /dev/null and b/batch112/training_samples/sample373.jpg differ
diff --git a/batch112/training_samples/sample374.jpg b/batch112/training_samples/sample374.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..221a4d7b3321e750bf760f122a9ef1e4ea79ba7b
Binary files /dev/null and b/batch112/training_samples/sample374.jpg differ
diff --git a/batch112/training_samples/sample375.jpg b/batch112/training_samples/sample375.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a1fe269ac364bca882459dcc00b2cbddb5684f12
Binary files /dev/null and b/batch112/training_samples/sample375.jpg differ
diff --git a/batch112/training_samples/sample376.jpg b/batch112/training_samples/sample376.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..db11e0a4499542f5f1ae8e6f5dfec46d33c638e9
Binary files /dev/null and b/batch112/training_samples/sample376.jpg differ
diff --git a/batch112/training_samples/sample377.jpg b/batch112/training_samples/sample377.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4a104958378481af357512c6ee944141ed065319
Binary files /dev/null and b/batch112/training_samples/sample377.jpg differ
diff --git a/batch112/training_samples/sample378.jpg b/batch112/training_samples/sample378.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c9d9975b5f0e369ca39fe1c88669a567b6678943
Binary files /dev/null and b/batch112/training_samples/sample378.jpg differ
diff --git a/batch112/training_samples/sample379.jpg b/batch112/training_samples/sample379.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..65d127dc03a3e1d47ecf51dfec261eb4a6393e94
Binary files /dev/null and b/batch112/training_samples/sample379.jpg differ
diff --git a/batch112/training_samples/sample38.jpg b/batch112/training_samples/sample38.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e0bcb223d544a0bd977c25bd5284364d12027b00
Binary files /dev/null and b/batch112/training_samples/sample38.jpg differ
diff --git a/batch112/training_samples/sample380.jpg b/batch112/training_samples/sample380.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..90a038706f92f4657ea7ce7badc181250a17707f
Binary files /dev/null and b/batch112/training_samples/sample380.jpg differ
diff --git a/batch112/training_samples/sample381.jpg b/batch112/training_samples/sample381.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a5e0dc1c2b2f3afb032598077b166607ad0bdea1
Binary files /dev/null and b/batch112/training_samples/sample381.jpg differ
diff --git a/batch112/training_samples/sample382.jpg b/batch112/training_samples/sample382.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d7d40dc6556ef8860cc66f195bb55a6891da097b
Binary files /dev/null and b/batch112/training_samples/sample382.jpg differ
diff --git a/batch112/training_samples/sample383.jpg b/batch112/training_samples/sample383.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ea780cfb50c5cf466c27023b3b4b01cd5d0eb254
Binary files /dev/null and b/batch112/training_samples/sample383.jpg differ
diff --git a/batch112/training_samples/sample384.jpg b/batch112/training_samples/sample384.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..46881f1f15c618b4fa3f25989c1715a58c479622
Binary files /dev/null and b/batch112/training_samples/sample384.jpg differ
diff --git a/batch112/training_samples/sample385.jpg b/batch112/training_samples/sample385.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ed5cacea1d8243816333e3e5c4b49d9da86b9b3f
Binary files /dev/null and b/batch112/training_samples/sample385.jpg differ
diff --git a/batch112/training_samples/sample386.jpg b/batch112/training_samples/sample386.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2f9202c684bc8f4a444aa32cf9848ac1cd2277be
Binary files /dev/null and b/batch112/training_samples/sample386.jpg differ
diff --git a/batch112/training_samples/sample387.jpg b/batch112/training_samples/sample387.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b170d90f54496eac144de5bd10e67cc95d6f39a3
Binary files /dev/null and b/batch112/training_samples/sample387.jpg differ
diff --git a/batch112/training_samples/sample388.jpg b/batch112/training_samples/sample388.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b16f6b36abce8fc5d170f5567f7573ed19c4a404
Binary files /dev/null and b/batch112/training_samples/sample388.jpg differ
diff --git a/batch112/training_samples/sample389.jpg b/batch112/training_samples/sample389.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..091c704f375bf80d9b2f2d3a34dc083c266edb59
Binary files /dev/null and b/batch112/training_samples/sample389.jpg differ
diff --git a/batch112/training_samples/sample39.jpg b/batch112/training_samples/sample39.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1aaa7ab9668c098d7e16cff9b3be117544bb3868
Binary files /dev/null and b/batch112/training_samples/sample39.jpg differ
diff --git a/batch112/training_samples/sample390.jpg b/batch112/training_samples/sample390.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6a11e7a54b60a347a260d4225c437026bd78f4bc
Binary files /dev/null and b/batch112/training_samples/sample390.jpg differ
diff --git a/batch112/training_samples/sample391.jpg b/batch112/training_samples/sample391.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e4a3753b79afdc348f22c64592e0eb7fea1a9f8c
Binary files /dev/null and b/batch112/training_samples/sample391.jpg differ
diff --git a/batch112/training_samples/sample392.jpg b/batch112/training_samples/sample392.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fb4c5cc0fed953ea6dabd1a4da469934f748ba09
Binary files /dev/null and b/batch112/training_samples/sample392.jpg differ
diff --git a/batch112/training_samples/sample393.jpg b/batch112/training_samples/sample393.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..655ede5f665ab616f9c549772c3cbd227e8cf18a
Binary files /dev/null and b/batch112/training_samples/sample393.jpg differ
diff --git a/batch112/training_samples/sample394.jpg b/batch112/training_samples/sample394.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0b78c69340825ed00d97ffcba9febff9a86db641
Binary files /dev/null and b/batch112/training_samples/sample394.jpg differ
diff --git a/batch112/training_samples/sample395.jpg b/batch112/training_samples/sample395.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..55774998e8a40ce3975375c488921bb8a844dc59
Binary files /dev/null and b/batch112/training_samples/sample395.jpg differ
diff --git a/batch112/training_samples/sample396.jpg b/batch112/training_samples/sample396.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..21a24a4e96c04727a4535caeae5585031721bd8f
Binary files /dev/null and b/batch112/training_samples/sample396.jpg differ
diff --git a/batch112/training_samples/sample397.jpg b/batch112/training_samples/sample397.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ea25c95c3792534dde9f2cf2ba22d5c07180f916
Binary files /dev/null and b/batch112/training_samples/sample397.jpg differ
diff --git a/batch112/training_samples/sample398.jpg b/batch112/training_samples/sample398.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6742add32362b282d78f59aa6be9e0d65ec38d2e
Binary files /dev/null and b/batch112/training_samples/sample398.jpg differ
diff --git a/batch112/training_samples/sample399.jpg b/batch112/training_samples/sample399.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f75f67c86059e6555b0910f65c696d312c89b1d6
Binary files /dev/null and b/batch112/training_samples/sample399.jpg differ
diff --git a/batch112/training_samples/sample4.jpg b/batch112/training_samples/sample4.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f10aedc4d29ac96a65c85421932cc775b5e2733f
Binary files /dev/null and b/batch112/training_samples/sample4.jpg differ
diff --git a/batch112/training_samples/sample40.jpg b/batch112/training_samples/sample40.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a2e85932a63e7b5496a4ba5d4b8461208e845e3a
Binary files /dev/null and b/batch112/training_samples/sample40.jpg differ
diff --git a/batch112/training_samples/sample400.jpg b/batch112/training_samples/sample400.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..037d2e405038701c6cae6ef912499c7212e4f2c2
Binary files /dev/null and b/batch112/training_samples/sample400.jpg differ
diff --git a/batch112/training_samples/sample401.jpg b/batch112/training_samples/sample401.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d9f0f8b43803f55954ee9bf95833d010eec88a49
Binary files /dev/null and b/batch112/training_samples/sample401.jpg differ
diff --git a/batch112/training_samples/sample402.jpg b/batch112/training_samples/sample402.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7ee1fc5ee9334fd676c9c798386c023e37c0adb4
Binary files /dev/null and b/batch112/training_samples/sample402.jpg differ
diff --git a/batch112/training_samples/sample403.jpg b/batch112/training_samples/sample403.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7c733309dc9f7971ad475695d016d304e30e2afc
Binary files /dev/null and b/batch112/training_samples/sample403.jpg differ
diff --git a/batch112/training_samples/sample404.jpg b/batch112/training_samples/sample404.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8e610a140fb5c0412f007435b6070d71f386e194
Binary files /dev/null and b/batch112/training_samples/sample404.jpg differ
diff --git a/batch112/training_samples/sample405.jpg b/batch112/training_samples/sample405.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5bccb2eae94f5b1f3fc27e28308a8561302dfbfb
Binary files /dev/null and b/batch112/training_samples/sample405.jpg differ
diff --git a/batch112/training_samples/sample406.jpg b/batch112/training_samples/sample406.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..499492e98a561606dd662e0ccd74f60dcee25079
Binary files /dev/null and b/batch112/training_samples/sample406.jpg differ
diff --git a/batch112/training_samples/sample407.jpg b/batch112/training_samples/sample407.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4931eaff7e93a3fe9bfa2f9c7263d4050241fb73
Binary files /dev/null and b/batch112/training_samples/sample407.jpg differ
diff --git a/batch112/training_samples/sample408.jpg b/batch112/training_samples/sample408.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..33cc4f9d70d44b7813cef9c5bcf3ba01e68a9e09
Binary files /dev/null and b/batch112/training_samples/sample408.jpg differ
diff --git a/batch112/training_samples/sample409.jpg b/batch112/training_samples/sample409.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..993235f3d6ba2ba1dd86460a9ab8e7f83121cdea
Binary files /dev/null and b/batch112/training_samples/sample409.jpg differ
diff --git a/batch112/training_samples/sample41.jpg b/batch112/training_samples/sample41.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..68c3d99c8c83c9b3950ea36a06dcbee8daf7e3f5
Binary files /dev/null and b/batch112/training_samples/sample41.jpg differ
diff --git a/batch112/training_samples/sample410.jpg b/batch112/training_samples/sample410.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e3da92ea1604c0ebf32fcb977c84b10e41b37af3
Binary files /dev/null and b/batch112/training_samples/sample410.jpg differ
diff --git a/batch112/training_samples/sample411.jpg b/batch112/training_samples/sample411.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..535d45ca97a2f64137f54d29707d3cc68c8ac33e
Binary files /dev/null and b/batch112/training_samples/sample411.jpg differ
diff --git a/batch112/training_samples/sample412.jpg b/batch112/training_samples/sample412.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..56f8e2b913cb4b910c3e6f5e2b5401e110990c99
Binary files /dev/null and b/batch112/training_samples/sample412.jpg differ
diff --git a/batch112/training_samples/sample413.jpg b/batch112/training_samples/sample413.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3b437819159201f48dc521a6569dfff2a017adea
Binary files /dev/null and b/batch112/training_samples/sample413.jpg differ
diff --git a/batch112/training_samples/sample414.jpg b/batch112/training_samples/sample414.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ecbcd057b97266a568e746cf65928feadfc2b177
Binary files /dev/null and b/batch112/training_samples/sample414.jpg differ
diff --git a/batch112/training_samples/sample415.jpg b/batch112/training_samples/sample415.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1fac37cd10aabc1a8a7fda77bda44458a008103a
Binary files /dev/null and b/batch112/training_samples/sample415.jpg differ
diff --git a/batch112/training_samples/sample416.jpg b/batch112/training_samples/sample416.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7ec43a91b8c103ea3628a71252f5f904291bb2bd
Binary files /dev/null and b/batch112/training_samples/sample416.jpg differ
diff --git a/batch112/training_samples/sample417.jpg b/batch112/training_samples/sample417.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4561c9dae78445d49469ea96418590031ad6e574
Binary files /dev/null and b/batch112/training_samples/sample417.jpg differ
diff --git a/batch112/training_samples/sample418.jpg b/batch112/training_samples/sample418.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..81a719a640aa11f789f336bf3fb65a19434735b1
Binary files /dev/null and b/batch112/training_samples/sample418.jpg differ
diff --git a/batch112/training_samples/sample419.jpg b/batch112/training_samples/sample419.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6c37b501b4348cda88613c5ecb14d9e5acf3f392
Binary files /dev/null and b/batch112/training_samples/sample419.jpg differ
diff --git a/batch112/training_samples/sample42.jpg b/batch112/training_samples/sample42.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..397b0b2912527f32c5bfddbfcb4ff0e93c7e527e
Binary files /dev/null and b/batch112/training_samples/sample42.jpg differ
diff --git a/batch112/training_samples/sample420.jpg b/batch112/training_samples/sample420.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a3aa62bb5e94462ea502662ed0917770051c10c5
Binary files /dev/null and b/batch112/training_samples/sample420.jpg differ
diff --git a/batch112/training_samples/sample421.jpg b/batch112/training_samples/sample421.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5b752a7218508cecdb44c523a9ec63db85c187b4
Binary files /dev/null and b/batch112/training_samples/sample421.jpg differ
diff --git a/batch112/training_samples/sample422.jpg b/batch112/training_samples/sample422.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..08403838e3033903dd0ac31aa0961a742109aab4
Binary files /dev/null and b/batch112/training_samples/sample422.jpg differ
diff --git a/batch112/training_samples/sample423.jpg b/batch112/training_samples/sample423.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..79c79aaf294329b97b6106a7b62f0dce719bee9a
Binary files /dev/null and b/batch112/training_samples/sample423.jpg differ
diff --git a/batch112/training_samples/sample424.jpg b/batch112/training_samples/sample424.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..68214d9cd386569c61bdbc3d8e090bdb8bdba590
Binary files /dev/null and b/batch112/training_samples/sample424.jpg differ
diff --git a/batch112/training_samples/sample425.jpg b/batch112/training_samples/sample425.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ac35ead2cacce30c2418a54f54db57804012a6a1
Binary files /dev/null and b/batch112/training_samples/sample425.jpg differ
diff --git a/batch112/training_samples/sample426.jpg b/batch112/training_samples/sample426.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..30c3e41588ebe5401a44f1e8c57e1eb70e2450f9
Binary files /dev/null and b/batch112/training_samples/sample426.jpg differ
diff --git a/batch112/training_samples/sample427.jpg b/batch112/training_samples/sample427.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d64ccfeb3e9397ddc4c8db52906ce0cba690e484
Binary files /dev/null and b/batch112/training_samples/sample427.jpg differ
diff --git a/batch112/training_samples/sample428.jpg b/batch112/training_samples/sample428.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3474bae1150c42abc29ba342899b10853bcc1d77
Binary files /dev/null and b/batch112/training_samples/sample428.jpg differ
diff --git a/batch112/training_samples/sample429.jpg b/batch112/training_samples/sample429.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..912d4755a1bfaa6e8f6911a0bbb468c7224821f7
Binary files /dev/null and b/batch112/training_samples/sample429.jpg differ
diff --git a/batch112/training_samples/sample43.jpg b/batch112/training_samples/sample43.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..555e83d656b2f355ca76d1957f60b5581700778a
Binary files /dev/null and b/batch112/training_samples/sample43.jpg differ
diff --git a/batch112/training_samples/sample430.jpg b/batch112/training_samples/sample430.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..cde844a2368a516e411d682a771ebc5cb2e9adb9
Binary files /dev/null and b/batch112/training_samples/sample430.jpg differ
diff --git a/batch112/training_samples/sample431.jpg b/batch112/training_samples/sample431.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a1b53823be356e17324b2ae66bf7213d9f4ac469
Binary files /dev/null and b/batch112/training_samples/sample431.jpg differ
diff --git a/batch112/training_samples/sample432.jpg b/batch112/training_samples/sample432.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..423ca8661a86dcc78dffa0bd1058d95486d03ab3
Binary files /dev/null and b/batch112/training_samples/sample432.jpg differ
diff --git a/batch112/training_samples/sample433.jpg b/batch112/training_samples/sample433.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7149a5929d5ced8387073fed0fb3383a356fc78c
Binary files /dev/null and b/batch112/training_samples/sample433.jpg differ
diff --git a/batch112/training_samples/sample434.jpg b/batch112/training_samples/sample434.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..643bd31236ee4c2264d740b3c5be3b6fd5c2af9e
Binary files /dev/null and b/batch112/training_samples/sample434.jpg differ
diff --git a/batch112/training_samples/sample435.jpg b/batch112/training_samples/sample435.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..61a5a1b0f17c91fd5b61d93ce7a9193f47d88b9c
Binary files /dev/null and b/batch112/training_samples/sample435.jpg differ
diff --git a/batch112/training_samples/sample436.jpg b/batch112/training_samples/sample436.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..237750dfd95deda15ad183773c285ad93f690fe8
Binary files /dev/null and b/batch112/training_samples/sample436.jpg differ
diff --git a/batch112/training_samples/sample437.jpg b/batch112/training_samples/sample437.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9bea7a76814c75dc4f49b648b942cfe1aee44da9
Binary files /dev/null and b/batch112/training_samples/sample437.jpg differ
diff --git a/batch112/training_samples/sample438.jpg b/batch112/training_samples/sample438.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1cda0ff0d73279b8b782fdea0ed78d0def8186f4
Binary files /dev/null and b/batch112/training_samples/sample438.jpg differ
diff --git a/batch112/training_samples/sample439.jpg b/batch112/training_samples/sample439.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e2da9be4ea869d452da520621b48d825fcfb5868
Binary files /dev/null and b/batch112/training_samples/sample439.jpg differ
diff --git a/batch112/training_samples/sample44.jpg b/batch112/training_samples/sample44.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..87f696bab01d319dddefe14e07416e06fa387b58
Binary files /dev/null and b/batch112/training_samples/sample44.jpg differ
diff --git a/batch112/training_samples/sample440.jpg b/batch112/training_samples/sample440.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b8baf49e58639effc9100ce8cc43dc65d26059db
Binary files /dev/null and b/batch112/training_samples/sample440.jpg differ
diff --git a/batch112/training_samples/sample441.jpg b/batch112/training_samples/sample441.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6672b3fbdbff40db2a1e888032b1744f696a534b
Binary files /dev/null and b/batch112/training_samples/sample441.jpg differ
diff --git a/batch112/training_samples/sample442.jpg b/batch112/training_samples/sample442.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3aa4c33d771526514aae419d470a2b648c42cbce
Binary files /dev/null and b/batch112/training_samples/sample442.jpg differ
diff --git a/batch112/training_samples/sample443.jpg b/batch112/training_samples/sample443.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8aac9f17aed9e8ceb5a5555cd85b63ea6e325be5
Binary files /dev/null and b/batch112/training_samples/sample443.jpg differ
diff --git a/batch112/training_samples/sample444.jpg b/batch112/training_samples/sample444.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e37b5f7cc415b87100e3655cfa23d418a86b609b
Binary files /dev/null and b/batch112/training_samples/sample444.jpg differ
diff --git a/batch112/training_samples/sample445.jpg b/batch112/training_samples/sample445.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5d9eca760c307783edaacddbff9e52e1c1ee2901
Binary files /dev/null and b/batch112/training_samples/sample445.jpg differ
diff --git a/batch112/training_samples/sample446.jpg b/batch112/training_samples/sample446.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a099f552f9b13aa7ac08f9c9d2123a754ddc49ec
Binary files /dev/null and b/batch112/training_samples/sample446.jpg differ
diff --git a/batch112/training_samples/sample447.jpg b/batch112/training_samples/sample447.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7e156e8c46d3b4359c898cb29e7d005d3b0c4525
Binary files /dev/null and b/batch112/training_samples/sample447.jpg differ
diff --git a/batch112/training_samples/sample448.jpg b/batch112/training_samples/sample448.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..45ba59cc05c3df85f724f4e360b42fb8f0080eed
Binary files /dev/null and b/batch112/training_samples/sample448.jpg differ
diff --git a/batch112/training_samples/sample449.jpg b/batch112/training_samples/sample449.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..81cf3bf1f4ecfd3b664ef6245d89ad213bb304ce
Binary files /dev/null and b/batch112/training_samples/sample449.jpg differ
diff --git a/batch112/training_samples/sample45.jpg b/batch112/training_samples/sample45.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4128ee1ab7c5a3c31ef08f29f79177b20fc5c23d
Binary files /dev/null and b/batch112/training_samples/sample45.jpg differ
diff --git a/batch112/training_samples/sample450.jpg b/batch112/training_samples/sample450.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f84e0949618cd0edb62f4263e9293a4b61f1a1e0
Binary files /dev/null and b/batch112/training_samples/sample450.jpg differ
diff --git a/batch112/training_samples/sample451.jpg b/batch112/training_samples/sample451.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0cd07e41327f5cfa73be96dae1dbdd8ad90a8ac8
Binary files /dev/null and b/batch112/training_samples/sample451.jpg differ
diff --git a/batch112/training_samples/sample452.jpg b/batch112/training_samples/sample452.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..05733cec0f148323e0fc9a3befaf61f9f1b115ae
Binary files /dev/null and b/batch112/training_samples/sample452.jpg differ
diff --git a/batch112/training_samples/sample453.jpg b/batch112/training_samples/sample453.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9d770c37536a709f39fbae392680f360ac3f7c6b
Binary files /dev/null and b/batch112/training_samples/sample453.jpg differ
diff --git a/batch112/training_samples/sample454.jpg b/batch112/training_samples/sample454.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..63714eeee940fe06987bf9cda51af48cd755c643
Binary files /dev/null and b/batch112/training_samples/sample454.jpg differ
diff --git a/batch112/training_samples/sample455.jpg b/batch112/training_samples/sample455.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c2566be718090d332d0c742d96cf766562fd1f52
Binary files /dev/null and b/batch112/training_samples/sample455.jpg differ
diff --git a/batch112/training_samples/sample456.jpg b/batch112/training_samples/sample456.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5294bc2138758b59e18f9afa200a664689d0b740
Binary files /dev/null and b/batch112/training_samples/sample456.jpg differ
diff --git a/batch112/training_samples/sample457.jpg b/batch112/training_samples/sample457.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9acf94aa03bcb318f6f7a4a97d0e87eaf5124c54
Binary files /dev/null and b/batch112/training_samples/sample457.jpg differ
diff --git a/batch112/training_samples/sample458.jpg b/batch112/training_samples/sample458.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..555cc22e5a091d4d973d69afa01fa0161c3cb1d4
Binary files /dev/null and b/batch112/training_samples/sample458.jpg differ
diff --git a/batch112/training_samples/sample459.jpg b/batch112/training_samples/sample459.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..73ec593fbc7dc1150f1d35ea9958b0e62fb17c84
Binary files /dev/null and b/batch112/training_samples/sample459.jpg differ
diff --git a/batch112/training_samples/sample46.jpg b/batch112/training_samples/sample46.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1b00663b1f39be6e80cc053a09ff1ced92970bf5
Binary files /dev/null and b/batch112/training_samples/sample46.jpg differ
diff --git a/batch112/training_samples/sample460.jpg b/batch112/training_samples/sample460.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a52e3361d69b351426b92aa742502e83e76e7eae
Binary files /dev/null and b/batch112/training_samples/sample460.jpg differ
diff --git a/batch112/training_samples/sample461.jpg b/batch112/training_samples/sample461.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1dee19d1c2b127d0d0f68db355efe11093378195
Binary files /dev/null and b/batch112/training_samples/sample461.jpg differ
diff --git a/batch112/training_samples/sample462.jpg b/batch112/training_samples/sample462.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..be09f32c433d927abafddfad204a620085d8eba7
Binary files /dev/null and b/batch112/training_samples/sample462.jpg differ
diff --git a/batch112/training_samples/sample463.jpg b/batch112/training_samples/sample463.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d615feb19dd8569065824863e01958565af0274e
Binary files /dev/null and b/batch112/training_samples/sample463.jpg differ
diff --git a/batch112/training_samples/sample464.jpg b/batch112/training_samples/sample464.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ae626f02f27b9672e35d92366079bbbe8822bd18
Binary files /dev/null and b/batch112/training_samples/sample464.jpg differ
diff --git a/batch112/training_samples/sample465.jpg b/batch112/training_samples/sample465.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..440cd97b9df13835b7f7543e4d3bfeb53618a323
Binary files /dev/null and b/batch112/training_samples/sample465.jpg differ
diff --git a/batch112/training_samples/sample466.jpg b/batch112/training_samples/sample466.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..aaf0c2243f5db9b4ae3c9dd31bbd41770785f689
Binary files /dev/null and b/batch112/training_samples/sample466.jpg differ
diff --git a/batch112/training_samples/sample467.jpg b/batch112/training_samples/sample467.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c07c97cfc621b6923b62bb87035104c706fe71bd
Binary files /dev/null and b/batch112/training_samples/sample467.jpg differ
diff --git a/batch112/training_samples/sample468.jpg b/batch112/training_samples/sample468.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8cd3ab17b1709330ea1bb798547471cfc0ada4b2
Binary files /dev/null and b/batch112/training_samples/sample468.jpg differ
diff --git a/batch112/training_samples/sample469.jpg b/batch112/training_samples/sample469.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..44b4dad009736f6110de1b4d9e1ac60624c3b46d
Binary files /dev/null and b/batch112/training_samples/sample469.jpg differ
diff --git a/batch112/training_samples/sample47.jpg b/batch112/training_samples/sample47.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e07e310247d3696f3c60a10e6dbe1184453d067f
Binary files /dev/null and b/batch112/training_samples/sample47.jpg differ
diff --git a/batch112/training_samples/sample470.jpg b/batch112/training_samples/sample470.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..aa0a3eb38a722ab85c0dfd069b41e7e1b7baed75
Binary files /dev/null and b/batch112/training_samples/sample470.jpg differ
diff --git a/batch112/training_samples/sample471.jpg b/batch112/training_samples/sample471.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..332a239f62fba3a12000207193cb3da5c1a7f0da
Binary files /dev/null and b/batch112/training_samples/sample471.jpg differ
diff --git a/batch112/training_samples/sample472.jpg b/batch112/training_samples/sample472.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b1216428269db509cdaec53dddd747be91cb8b35
Binary files /dev/null and b/batch112/training_samples/sample472.jpg differ
diff --git a/batch112/training_samples/sample473.jpg b/batch112/training_samples/sample473.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3969cd3cc7c0e33aa4a8aaf1b71482e99566898d
Binary files /dev/null and b/batch112/training_samples/sample473.jpg differ
diff --git a/batch112/training_samples/sample474.jpg b/batch112/training_samples/sample474.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4ee7593279ba0c17c77e93cbddbeba9305ceb851
Binary files /dev/null and b/batch112/training_samples/sample474.jpg differ
diff --git a/batch112/training_samples/sample475.jpg b/batch112/training_samples/sample475.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f9e9d0a959f7c4c4c516cba5a115543a1726e019
Binary files /dev/null and b/batch112/training_samples/sample475.jpg differ
diff --git a/batch112/training_samples/sample476.jpg b/batch112/training_samples/sample476.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4c93ae3679981bc35f9bf0407b8517e9b45d4018
Binary files /dev/null and b/batch112/training_samples/sample476.jpg differ
diff --git a/batch112/training_samples/sample477.jpg b/batch112/training_samples/sample477.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..cdcb5c0fb80e579110c6b17715505805d59e11a1
Binary files /dev/null and b/batch112/training_samples/sample477.jpg differ
diff --git a/batch112/training_samples/sample478.jpg b/batch112/training_samples/sample478.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fedec0122b444e1245a33894381cd6c47e76a22c
Binary files /dev/null and b/batch112/training_samples/sample478.jpg differ
diff --git a/batch112/training_samples/sample479.jpg b/batch112/training_samples/sample479.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..82113544478ed0f08a7cff0db077194b9285f5b9
Binary files /dev/null and b/batch112/training_samples/sample479.jpg differ
diff --git a/batch112/training_samples/sample48.jpg b/batch112/training_samples/sample48.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..57b879a35edeba0ad99d95e55baab790631feb60
Binary files /dev/null and b/batch112/training_samples/sample48.jpg differ
diff --git a/batch112/training_samples/sample480.jpg b/batch112/training_samples/sample480.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7d5d3bd28610565b8b40c3c9808ac7a39e0590c7
Binary files /dev/null and b/batch112/training_samples/sample480.jpg differ
diff --git a/batch112/training_samples/sample481.jpg b/batch112/training_samples/sample481.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2641f5e1fd80f9a13542f7cd391f423de16b2ca8
Binary files /dev/null and b/batch112/training_samples/sample481.jpg differ
diff --git a/batch112/training_samples/sample482.jpg b/batch112/training_samples/sample482.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7506fa8a3195a2fb2743b60713202f3947406092
Binary files /dev/null and b/batch112/training_samples/sample482.jpg differ
diff --git a/batch112/training_samples/sample483.jpg b/batch112/training_samples/sample483.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6aab3824c0ed401dbbe78709fcc12813b8362d93
Binary files /dev/null and b/batch112/training_samples/sample483.jpg differ
diff --git a/batch112/training_samples/sample484.jpg b/batch112/training_samples/sample484.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ed3d095c568dcf6123738737c5c2c5788e497fa7
Binary files /dev/null and b/batch112/training_samples/sample484.jpg differ
diff --git a/batch112/training_samples/sample485.jpg b/batch112/training_samples/sample485.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..299372187a2166f6c053fbb42173d6bb305a0a35
Binary files /dev/null and b/batch112/training_samples/sample485.jpg differ
diff --git a/batch112/training_samples/sample486.jpg b/batch112/training_samples/sample486.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1fe1d22f5639967c5eacfd276841e28eb26d8542
Binary files /dev/null and b/batch112/training_samples/sample486.jpg differ
diff --git a/batch112/training_samples/sample487.jpg b/batch112/training_samples/sample487.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8b9563fee7fdfda78bfe2927646238438f25f8fb
Binary files /dev/null and b/batch112/training_samples/sample487.jpg differ
diff --git a/batch112/training_samples/sample488.jpg b/batch112/training_samples/sample488.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bc43710e904f565f4d7ecffa039532b40bae8497
Binary files /dev/null and b/batch112/training_samples/sample488.jpg differ
diff --git a/batch112/training_samples/sample489.jpg b/batch112/training_samples/sample489.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5d0ed78b59ca8d738d566b431e5e663b92333e8f
Binary files /dev/null and b/batch112/training_samples/sample489.jpg differ
diff --git a/batch112/training_samples/sample49.jpg b/batch112/training_samples/sample49.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1550d3306e2de0ea9de9320227d63926495c98c1
Binary files /dev/null and b/batch112/training_samples/sample49.jpg differ
diff --git a/batch112/training_samples/sample490.jpg b/batch112/training_samples/sample490.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ab5d6f3074e2f1bb5926c864765faa739e766e6d
Binary files /dev/null and b/batch112/training_samples/sample490.jpg differ
diff --git a/batch112/training_samples/sample491.jpg b/batch112/training_samples/sample491.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1e342d016c60fec0f35882688b07931724932c51
Binary files /dev/null and b/batch112/training_samples/sample491.jpg differ
diff --git a/batch112/training_samples/sample492.jpg b/batch112/training_samples/sample492.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..06db10383816a9ecca975efc0b476cbbd570d761
Binary files /dev/null and b/batch112/training_samples/sample492.jpg differ
diff --git a/batch112/training_samples/sample493.jpg b/batch112/training_samples/sample493.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c6fdb40119c18a5f829323a6bb79aceef6ad0c3e
Binary files /dev/null and b/batch112/training_samples/sample493.jpg differ
diff --git a/batch112/training_samples/sample494.jpg b/batch112/training_samples/sample494.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..82044a8689b1df08e91fa1f4bdf940b26ad46c4b
Binary files /dev/null and b/batch112/training_samples/sample494.jpg differ
diff --git a/batch112/training_samples/sample495.jpg b/batch112/training_samples/sample495.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..71a36ff70584e79d2082c599f4a6d0b8c0c7e12b
Binary files /dev/null and b/batch112/training_samples/sample495.jpg differ
diff --git a/batch112/training_samples/sample496.jpg b/batch112/training_samples/sample496.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e0cc4de4ec7a2af3d8a24743c83ac379938a74e9
Binary files /dev/null and b/batch112/training_samples/sample496.jpg differ
diff --git a/batch112/training_samples/sample497.jpg b/batch112/training_samples/sample497.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ace2979da4e2b8cadb05fc6d58c26f3697559b6a
Binary files /dev/null and b/batch112/training_samples/sample497.jpg differ
diff --git a/batch112/training_samples/sample498.jpg b/batch112/training_samples/sample498.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9a47d86dba8f66e3f2142c0967ec51c746060d4f
Binary files /dev/null and b/batch112/training_samples/sample498.jpg differ
diff --git a/batch112/training_samples/sample499.jpg b/batch112/training_samples/sample499.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b8a859a8e3b7ee1ba729d95e50aea660185ac2e8
Binary files /dev/null and b/batch112/training_samples/sample499.jpg differ
diff --git a/batch112/training_samples/sample5.jpg b/batch112/training_samples/sample5.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..dd58dc5a423eb64a184f74df29307e0deb2ff51e
Binary files /dev/null and b/batch112/training_samples/sample5.jpg differ
diff --git a/batch112/training_samples/sample50.jpg b/batch112/training_samples/sample50.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4f552cc2f4805ee991574d665d7e66882e93311c
Binary files /dev/null and b/batch112/training_samples/sample50.jpg differ
diff --git a/batch112/training_samples/sample500.jpg b/batch112/training_samples/sample500.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d5636c1f19312b1567fd851d682151e99efe8ab3
Binary files /dev/null and b/batch112/training_samples/sample500.jpg differ
diff --git a/batch112/training_samples/sample501.jpg b/batch112/training_samples/sample501.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..15746d0276993b1bf26f1ebeec620e4b313d5d60
Binary files /dev/null and b/batch112/training_samples/sample501.jpg differ
diff --git a/batch112/training_samples/sample502.jpg b/batch112/training_samples/sample502.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2118e4712b49170f3e1ce17dffed818440ff9890
Binary files /dev/null and b/batch112/training_samples/sample502.jpg differ
diff --git a/batch112/training_samples/sample503.jpg b/batch112/training_samples/sample503.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e509abe05443b988cadeb396bfd3df947bd3f71f
Binary files /dev/null and b/batch112/training_samples/sample503.jpg differ
diff --git a/batch112/training_samples/sample504.jpg b/batch112/training_samples/sample504.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a5d6f10eb76cd11e7df97fcdc6c30bdb773ef3a8
Binary files /dev/null and b/batch112/training_samples/sample504.jpg differ
diff --git a/batch112/training_samples/sample505.jpg b/batch112/training_samples/sample505.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0609bc18ade62382944f82ad007e73ac4d97c433
Binary files /dev/null and b/batch112/training_samples/sample505.jpg differ
diff --git a/batch112/training_samples/sample506.jpg b/batch112/training_samples/sample506.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..717c2369713c5618420ba418394bf352e8c6d877
Binary files /dev/null and b/batch112/training_samples/sample506.jpg differ
diff --git a/batch112/training_samples/sample507.jpg b/batch112/training_samples/sample507.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1adc5d5ea48f9a3936aecf56d23bd486278fb8ff
Binary files /dev/null and b/batch112/training_samples/sample507.jpg differ
diff --git a/batch112/training_samples/sample508.jpg b/batch112/training_samples/sample508.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..269ea5c6d37182c948d976200e3553a674ca47e7
Binary files /dev/null and b/batch112/training_samples/sample508.jpg differ
diff --git a/batch112/training_samples/sample509.jpg b/batch112/training_samples/sample509.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4918a3a880e8a2096e456da24fa4df78f228e8ec
Binary files /dev/null and b/batch112/training_samples/sample509.jpg differ
diff --git a/batch112/training_samples/sample51.jpg b/batch112/training_samples/sample51.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..22280b6d5df5df980a5826b333573bd90e15da02
Binary files /dev/null and b/batch112/training_samples/sample51.jpg differ
diff --git a/batch112/training_samples/sample510.jpg b/batch112/training_samples/sample510.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..538a432a30780dd4433fb9d3ef3fd84e6eb9354a
Binary files /dev/null and b/batch112/training_samples/sample510.jpg differ
diff --git a/batch112/training_samples/sample511.jpg b/batch112/training_samples/sample511.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5d5111fbad25a1e93a2a35ffb41ac33503e8c1a1
Binary files /dev/null and b/batch112/training_samples/sample511.jpg differ
diff --git a/batch112/training_samples/sample512.jpg b/batch112/training_samples/sample512.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..93c233bda7cb76f1a592c7ba60517c960b3b5311
Binary files /dev/null and b/batch112/training_samples/sample512.jpg differ
diff --git a/batch112/training_samples/sample513.jpg b/batch112/training_samples/sample513.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..58475350743ba127b1427060c786f9211a8f7507
Binary files /dev/null and b/batch112/training_samples/sample513.jpg differ
diff --git a/batch112/training_samples/sample514.jpg b/batch112/training_samples/sample514.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d20794960dbeb4ef2314511112468a65be2b5490
Binary files /dev/null and b/batch112/training_samples/sample514.jpg differ
diff --git a/batch112/training_samples/sample515.jpg b/batch112/training_samples/sample515.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8c859002c1ce3987bd7c7a71c13307e6826101f0
Binary files /dev/null and b/batch112/training_samples/sample515.jpg differ
diff --git a/batch112/training_samples/sample516.jpg b/batch112/training_samples/sample516.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..33a13d00b3ff6d7fdb79b1e21681c2abeb93e936
Binary files /dev/null and b/batch112/training_samples/sample516.jpg differ
diff --git a/batch112/training_samples/sample517.jpg b/batch112/training_samples/sample517.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f2880097f9ac713568934bcc436632bb9ed8b27e
Binary files /dev/null and b/batch112/training_samples/sample517.jpg differ
diff --git a/batch112/training_samples/sample518.jpg b/batch112/training_samples/sample518.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e4c77fab396c6796359b8e6118ef2f739b2ad3c3
Binary files /dev/null and b/batch112/training_samples/sample518.jpg differ
diff --git a/batch112/training_samples/sample519.jpg b/batch112/training_samples/sample519.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1fd5ab19056331310ca6b2b73d046dac0da0834d
Binary files /dev/null and b/batch112/training_samples/sample519.jpg differ
diff --git a/batch112/training_samples/sample52.jpg b/batch112/training_samples/sample52.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..82ee31280743d49653b80d7b3d707513753f0c9a
Binary files /dev/null and b/batch112/training_samples/sample52.jpg differ
diff --git a/batch112/training_samples/sample520.jpg b/batch112/training_samples/sample520.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6b87eac8b946b615324876e3dc437f3e9a2196b0
Binary files /dev/null and b/batch112/training_samples/sample520.jpg differ
diff --git a/batch112/training_samples/sample521.jpg b/batch112/training_samples/sample521.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9a357b84529cfbaec9b1201817ecd3c57907074b
Binary files /dev/null and b/batch112/training_samples/sample521.jpg differ
diff --git a/batch112/training_samples/sample522.jpg b/batch112/training_samples/sample522.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8086002a3e6945561a1d6a2da8f1f91f49b11a4c
Binary files /dev/null and b/batch112/training_samples/sample522.jpg differ
diff --git a/batch112/training_samples/sample523.jpg b/batch112/training_samples/sample523.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c352d8b47b7f42e47177207db95b2f9b68ffed28
Binary files /dev/null and b/batch112/training_samples/sample523.jpg differ
diff --git a/batch112/training_samples/sample524.jpg b/batch112/training_samples/sample524.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d96307a47843971925a22be4c6f3c6c842c44ccc
Binary files /dev/null and b/batch112/training_samples/sample524.jpg differ
diff --git a/batch112/training_samples/sample525.jpg b/batch112/training_samples/sample525.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8c71a29dcad2f7a62e56e259286eed7280d2a7a8
Binary files /dev/null and b/batch112/training_samples/sample525.jpg differ
diff --git a/batch112/training_samples/sample526.jpg b/batch112/training_samples/sample526.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..43cad0cf58232d8109dc1442817edfd0eb0d638a
Binary files /dev/null and b/batch112/training_samples/sample526.jpg differ
diff --git a/batch112/training_samples/sample527.jpg b/batch112/training_samples/sample527.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f33afa36e3934a625d311008af0ada36ecb942c9
Binary files /dev/null and b/batch112/training_samples/sample527.jpg differ
diff --git a/batch112/training_samples/sample528.jpg b/batch112/training_samples/sample528.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8e342a2a17f20452ce56d38287bb73a358a549c6
Binary files /dev/null and b/batch112/training_samples/sample528.jpg differ
diff --git a/batch112/training_samples/sample529.jpg b/batch112/training_samples/sample529.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6ce3d33923f3810659e8cf82c5a174006c62a7af
Binary files /dev/null and b/batch112/training_samples/sample529.jpg differ
diff --git a/batch112/training_samples/sample53.jpg b/batch112/training_samples/sample53.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..31f2730fa518ec3e0f6209e22e7d35fa4787267d
Binary files /dev/null and b/batch112/training_samples/sample53.jpg differ
diff --git a/batch112/training_samples/sample530.jpg b/batch112/training_samples/sample530.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a0342238a242afa327d93af19dfc73d4d7b4d9be
Binary files /dev/null and b/batch112/training_samples/sample530.jpg differ
diff --git a/batch112/training_samples/sample531.jpg b/batch112/training_samples/sample531.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9457586aff63103767959e3ff987b573e9791c76
Binary files /dev/null and b/batch112/training_samples/sample531.jpg differ
diff --git a/batch112/training_samples/sample532.jpg b/batch112/training_samples/sample532.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..05ebeeb638594eb15183b530e407b9ff056254d4
Binary files /dev/null and b/batch112/training_samples/sample532.jpg differ
diff --git a/batch112/training_samples/sample533.jpg b/batch112/training_samples/sample533.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9a025cd7219541e3cf81c71289bc1720300fa1cf
Binary files /dev/null and b/batch112/training_samples/sample533.jpg differ
diff --git a/batch112/training_samples/sample534.jpg b/batch112/training_samples/sample534.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..073f39d264a00e040097e1fe7dd063cfc2e29015
Binary files /dev/null and b/batch112/training_samples/sample534.jpg differ
diff --git a/batch112/training_samples/sample535.jpg b/batch112/training_samples/sample535.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..51a1bfee659d55aa695d7aee80f81dba9eae7ba4
Binary files /dev/null and b/batch112/training_samples/sample535.jpg differ
diff --git a/batch112/training_samples/sample536.jpg b/batch112/training_samples/sample536.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b8efb178126570011473618b9d3a554b3936fdd5
Binary files /dev/null and b/batch112/training_samples/sample536.jpg differ
diff --git a/batch112/training_samples/sample537.jpg b/batch112/training_samples/sample537.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..99b51f5e4ad6e20ab493b3f598f18e134855a2d3
Binary files /dev/null and b/batch112/training_samples/sample537.jpg differ
diff --git a/batch112/training_samples/sample538.jpg b/batch112/training_samples/sample538.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..079ee07df139030fa62d23044d03bd12a8bff060
Binary files /dev/null and b/batch112/training_samples/sample538.jpg differ
diff --git a/batch112/training_samples/sample539.jpg b/batch112/training_samples/sample539.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..cb41cdccb584ea11f10148b72fb37f8710783eb9
Binary files /dev/null and b/batch112/training_samples/sample539.jpg differ
diff --git a/batch112/training_samples/sample54.jpg b/batch112/training_samples/sample54.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8c68c02f46937ec962a6e138db2ba83f36e5b9bd
Binary files /dev/null and b/batch112/training_samples/sample54.jpg differ
diff --git a/batch112/training_samples/sample540.jpg b/batch112/training_samples/sample540.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b8c55a816309332cf1e00ffd2d15a3725f917333
Binary files /dev/null and b/batch112/training_samples/sample540.jpg differ
diff --git a/batch112/training_samples/sample541.jpg b/batch112/training_samples/sample541.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..773203ba69fa39aa3ac9698f1850c71dc56e9b13
Binary files /dev/null and b/batch112/training_samples/sample541.jpg differ
diff --git a/batch112/training_samples/sample542.jpg b/batch112/training_samples/sample542.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..14139d82439f9f91caab3d5240106fb413226da2
Binary files /dev/null and b/batch112/training_samples/sample542.jpg differ
diff --git a/batch112/training_samples/sample543.jpg b/batch112/training_samples/sample543.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a4e0b9859829be08de85add8878bae5e576f5f0e
Binary files /dev/null and b/batch112/training_samples/sample543.jpg differ
diff --git a/batch112/training_samples/sample544.jpg b/batch112/training_samples/sample544.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7442dc9dee0078a275435bdf916a9d823393bbde
Binary files /dev/null and b/batch112/training_samples/sample544.jpg differ
diff --git a/batch112/training_samples/sample545.jpg b/batch112/training_samples/sample545.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..886ddf074440d927b625d6c2e4efc5b566adc21d
Binary files /dev/null and b/batch112/training_samples/sample545.jpg differ
diff --git a/batch112/training_samples/sample546.jpg b/batch112/training_samples/sample546.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1810421075bac39ca1b918ddf37966f7026f4c44
Binary files /dev/null and b/batch112/training_samples/sample546.jpg differ
diff --git a/batch112/training_samples/sample547.jpg b/batch112/training_samples/sample547.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..21694cc1a50801d442eca1056bd0a95ce88fa41c
Binary files /dev/null and b/batch112/training_samples/sample547.jpg differ
diff --git a/batch112/training_samples/sample548.jpg b/batch112/training_samples/sample548.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1d7d534367a3bc89b71e15d419341239d068e68f
Binary files /dev/null and b/batch112/training_samples/sample548.jpg differ
diff --git a/batch112/training_samples/sample549.jpg b/batch112/training_samples/sample549.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..14bb9b7f18485d568ede13163c94dcc0e037567a
Binary files /dev/null and b/batch112/training_samples/sample549.jpg differ
diff --git a/batch112/training_samples/sample55.jpg b/batch112/training_samples/sample55.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d07acae107e1460be5caf421cdcb2151980c6a5e
Binary files /dev/null and b/batch112/training_samples/sample55.jpg differ
diff --git a/batch112/training_samples/sample550.jpg b/batch112/training_samples/sample550.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7a4937e5d81f72aaab77a460fb0a34427961f41b
Binary files /dev/null and b/batch112/training_samples/sample550.jpg differ
diff --git a/batch112/training_samples/sample551.jpg b/batch112/training_samples/sample551.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a2ef286181e6bce72946f24367045a50068baa3a
Binary files /dev/null and b/batch112/training_samples/sample551.jpg differ
diff --git a/batch112/training_samples/sample552.jpg b/batch112/training_samples/sample552.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0f63f7921a8ffd090990f4553654170a3bed6845
Binary files /dev/null and b/batch112/training_samples/sample552.jpg differ
diff --git a/batch112/training_samples/sample553.jpg b/batch112/training_samples/sample553.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..95603f35663f9b4b7a969a5bd071e58d84d52876
Binary files /dev/null and b/batch112/training_samples/sample553.jpg differ
diff --git a/batch112/training_samples/sample554.jpg b/batch112/training_samples/sample554.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..59c0942f7fc27337f8bc9906cee9f68ef1d9f159
Binary files /dev/null and b/batch112/training_samples/sample554.jpg differ
diff --git a/batch112/training_samples/sample555.jpg b/batch112/training_samples/sample555.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c7eeed0fda24307fd6daf5aa88f763db74d6b00a
Binary files /dev/null and b/batch112/training_samples/sample555.jpg differ
diff --git a/batch112/training_samples/sample556.jpg b/batch112/training_samples/sample556.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5dfcb7eb7ba793f533293d7f8adc1aebc61fd442
Binary files /dev/null and b/batch112/training_samples/sample556.jpg differ
diff --git a/batch112/training_samples/sample557.jpg b/batch112/training_samples/sample557.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..43894a951ddea426402477863d02709142abb9e3
Binary files /dev/null and b/batch112/training_samples/sample557.jpg differ
diff --git a/batch112/training_samples/sample558.jpg b/batch112/training_samples/sample558.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..68d6d77da0c96420d6b5efa73b32b52d7f191f2a
Binary files /dev/null and b/batch112/training_samples/sample558.jpg differ
diff --git a/batch112/training_samples/sample559.jpg b/batch112/training_samples/sample559.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c0e659fd51e50e5ac1234cdef3523ca5edef6542
Binary files /dev/null and b/batch112/training_samples/sample559.jpg differ
diff --git a/batch112/training_samples/sample56.jpg b/batch112/training_samples/sample56.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..07cf7e923c3d6d47f4e70572fc369293cae71176
Binary files /dev/null and b/batch112/training_samples/sample56.jpg differ
diff --git a/batch112/training_samples/sample560.jpg b/batch112/training_samples/sample560.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bfbfdf9e528b107ded273bc70b6b813252bc0720
Binary files /dev/null and b/batch112/training_samples/sample560.jpg differ
diff --git a/batch112/training_samples/sample561.jpg b/batch112/training_samples/sample561.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0224b7c38cea921e7c15a3b5e3b3c6e1f8c640d5
Binary files /dev/null and b/batch112/training_samples/sample561.jpg differ
diff --git a/batch112/training_samples/sample562.jpg b/batch112/training_samples/sample562.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..30651cfa6ad34152dfa0620d00a9771214a8770f
Binary files /dev/null and b/batch112/training_samples/sample562.jpg differ
diff --git a/batch112/training_samples/sample563.jpg b/batch112/training_samples/sample563.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e81fbfc1a9e4ecfe781e34424d21dcfe4625cda1
Binary files /dev/null and b/batch112/training_samples/sample563.jpg differ
diff --git a/batch112/training_samples/sample564.jpg b/batch112/training_samples/sample564.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5e28587f48db05595224e871ac382e693d056783
Binary files /dev/null and b/batch112/training_samples/sample564.jpg differ
diff --git a/batch112/training_samples/sample565.jpg b/batch112/training_samples/sample565.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..54174e593d38042c967c51689866d44ab8cd4f53
Binary files /dev/null and b/batch112/training_samples/sample565.jpg differ
diff --git a/batch112/training_samples/sample566.jpg b/batch112/training_samples/sample566.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1f81c778196508fef37bbb52df5a7204ab68d6ff
Binary files /dev/null and b/batch112/training_samples/sample566.jpg differ
diff --git a/batch112/training_samples/sample567.jpg b/batch112/training_samples/sample567.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..830469af7ee1d351d1b61ce90a3e044a07705b7d
Binary files /dev/null and b/batch112/training_samples/sample567.jpg differ
diff --git a/batch112/training_samples/sample568.jpg b/batch112/training_samples/sample568.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8a7b2c244fb1a3351b4a0dcc1adf69dae4be1f70
Binary files /dev/null and b/batch112/training_samples/sample568.jpg differ
diff --git a/batch112/training_samples/sample569.jpg b/batch112/training_samples/sample569.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2559c512b45d062c780a67ca122348e8bae22122
Binary files /dev/null and b/batch112/training_samples/sample569.jpg differ
diff --git a/batch112/training_samples/sample57.jpg b/batch112/training_samples/sample57.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..938b584f64b129a330ebc96f7b411b089749a9b9
Binary files /dev/null and b/batch112/training_samples/sample57.jpg differ
diff --git a/batch112/training_samples/sample570.jpg b/batch112/training_samples/sample570.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d1f11b5d4442847b66e7f9a5d0ae9c9bfbcf0822
Binary files /dev/null and b/batch112/training_samples/sample570.jpg differ
diff --git a/batch112/training_samples/sample571.jpg b/batch112/training_samples/sample571.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4463df8f7f8b4b443263d6ae29a77755bf8b0c98
Binary files /dev/null and b/batch112/training_samples/sample571.jpg differ
diff --git a/batch112/training_samples/sample572.jpg b/batch112/training_samples/sample572.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..25f2d0cfd837a63bdc6658f71d2553c57e400cda
Binary files /dev/null and b/batch112/training_samples/sample572.jpg differ
diff --git a/batch112/training_samples/sample573.jpg b/batch112/training_samples/sample573.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8a02746eb0a8de879e551e884c04683e61096c61
Binary files /dev/null and b/batch112/training_samples/sample573.jpg differ
diff --git a/batch112/training_samples/sample574.jpg b/batch112/training_samples/sample574.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..661aae3b68fbf6d1fa55d4cf26621eafc4ab8705
Binary files /dev/null and b/batch112/training_samples/sample574.jpg differ
diff --git a/batch112/training_samples/sample575.jpg b/batch112/training_samples/sample575.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5a6c93dc3919ecf367ebc4671313a47c975b7df4
Binary files /dev/null and b/batch112/training_samples/sample575.jpg differ
diff --git a/batch112/training_samples/sample576.jpg b/batch112/training_samples/sample576.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..177b57fe3db826778f4a07c015ecfe872dd3db40
Binary files /dev/null and b/batch112/training_samples/sample576.jpg differ
diff --git a/batch112/training_samples/sample577.jpg b/batch112/training_samples/sample577.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..aee4e4bff65e94257248e0c0675d9cd201de1f3a
Binary files /dev/null and b/batch112/training_samples/sample577.jpg differ
diff --git a/batch112/training_samples/sample578.jpg b/batch112/training_samples/sample578.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ed6b63de9f83433922336769257f46885b7ccbc9
Binary files /dev/null and b/batch112/training_samples/sample578.jpg differ
diff --git a/batch112/training_samples/sample579.jpg b/batch112/training_samples/sample579.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6f52a5015dd180f6f73349656d04c83edcd0b8ab
Binary files /dev/null and b/batch112/training_samples/sample579.jpg differ
diff --git a/batch112/training_samples/sample58.jpg b/batch112/training_samples/sample58.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1894b8543513f3b97c6e44ae956c1979ff13f2e8
Binary files /dev/null and b/batch112/training_samples/sample58.jpg differ
diff --git a/batch112/training_samples/sample580.jpg b/batch112/training_samples/sample580.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9aa4388463c209f031be4fa17850074618beb435
Binary files /dev/null and b/batch112/training_samples/sample580.jpg differ
diff --git a/batch112/training_samples/sample581.jpg b/batch112/training_samples/sample581.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5cfe07a3579ae2206752d4c17438c619ceafe4f0
Binary files /dev/null and b/batch112/training_samples/sample581.jpg differ
diff --git a/batch112/training_samples/sample582.jpg b/batch112/training_samples/sample582.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ce8145bc2c7e32a4543cf8209bd33a07ff1df6df
Binary files /dev/null and b/batch112/training_samples/sample582.jpg differ
diff --git a/batch112/training_samples/sample583.jpg b/batch112/training_samples/sample583.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..cd62386b494b31ec96a03b1b3a8355952c831ce9
Binary files /dev/null and b/batch112/training_samples/sample583.jpg differ
diff --git a/batch112/training_samples/sample584.jpg b/batch112/training_samples/sample584.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6afd1485313f9b77b86e367313c4736e5e9b6d74
Binary files /dev/null and b/batch112/training_samples/sample584.jpg differ
diff --git a/batch112/training_samples/sample585.jpg b/batch112/training_samples/sample585.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..86fa8cd7908b7ee98d989534722036549f482389
Binary files /dev/null and b/batch112/training_samples/sample585.jpg differ
diff --git a/batch112/training_samples/sample586.jpg b/batch112/training_samples/sample586.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..14c85114c5202eb946ba4cb3a5658c586474710b
Binary files /dev/null and b/batch112/training_samples/sample586.jpg differ
diff --git a/batch112/training_samples/sample587.jpg b/batch112/training_samples/sample587.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..434ac5303c2c8e8ebee7de6eebeb4d4e2fdfceb7
Binary files /dev/null and b/batch112/training_samples/sample587.jpg differ
diff --git a/batch112/training_samples/sample588.jpg b/batch112/training_samples/sample588.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3080992eeb7465a742c7a011be4cbe375a2075fc
Binary files /dev/null and b/batch112/training_samples/sample588.jpg differ
diff --git a/batch112/training_samples/sample589.jpg b/batch112/training_samples/sample589.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1e97bdb3a6374c33db0a5b84a171a34cff685b65
Binary files /dev/null and b/batch112/training_samples/sample589.jpg differ
diff --git a/batch112/training_samples/sample59.jpg b/batch112/training_samples/sample59.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d30c33f5ed372fc518a0f8d559bd5845a8cc2712
Binary files /dev/null and b/batch112/training_samples/sample59.jpg differ
diff --git a/batch112/training_samples/sample590.jpg b/batch112/training_samples/sample590.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..dcd71ae266e5908496c68efb94b00cf94e34f543
Binary files /dev/null and b/batch112/training_samples/sample590.jpg differ
diff --git a/batch112/training_samples/sample591.jpg b/batch112/training_samples/sample591.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2c22ca64a39c56e4784f711637746811eecdd5c7
Binary files /dev/null and b/batch112/training_samples/sample591.jpg differ
diff --git a/batch112/training_samples/sample592.jpg b/batch112/training_samples/sample592.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7070330e97f314d01aedfaf775579ad38feb28ed
Binary files /dev/null and b/batch112/training_samples/sample592.jpg differ
diff --git a/batch112/training_samples/sample593.jpg b/batch112/training_samples/sample593.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b1b78a00ebb80c36064e247109d29faaa4e2a0d2
Binary files /dev/null and b/batch112/training_samples/sample593.jpg differ
diff --git a/batch112/training_samples/sample594.jpg b/batch112/training_samples/sample594.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..09b779b105c35daafb694e8ba245009e5cd52e11
Binary files /dev/null and b/batch112/training_samples/sample594.jpg differ
diff --git a/batch112/training_samples/sample595.jpg b/batch112/training_samples/sample595.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0f235c930fcd417d88f70ae7bf4a42c1e5abbd59
Binary files /dev/null and b/batch112/training_samples/sample595.jpg differ
diff --git a/batch112/training_samples/sample596.jpg b/batch112/training_samples/sample596.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..cfd58a2ae8c0a6205d68b152bb285e55a2a493b5
Binary files /dev/null and b/batch112/training_samples/sample596.jpg differ
diff --git a/batch112/training_samples/sample597.jpg b/batch112/training_samples/sample597.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6de91b739c46810f5ca4a06d2c085d2afc864503
Binary files /dev/null and b/batch112/training_samples/sample597.jpg differ
diff --git a/batch112/training_samples/sample598.jpg b/batch112/training_samples/sample598.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2264ad7d25a8b96ed67d11efd105d27d11b96f1a
Binary files /dev/null and b/batch112/training_samples/sample598.jpg differ
diff --git a/batch112/training_samples/sample599.jpg b/batch112/training_samples/sample599.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7484ef0f1ba9a187285e2cfc04c49ea2c04bc112
Binary files /dev/null and b/batch112/training_samples/sample599.jpg differ
diff --git a/batch112/training_samples/sample6.jpg b/batch112/training_samples/sample6.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..068fb5e608c912f25ebb652b3a20cf2d0e94428f
Binary files /dev/null and b/batch112/training_samples/sample6.jpg differ
diff --git a/batch112/training_samples/sample60.jpg b/batch112/training_samples/sample60.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..34fad99eb756b03678f01d29d51fb9c5b17c0aed
Binary files /dev/null and b/batch112/training_samples/sample60.jpg differ
diff --git a/batch112/training_samples/sample600.jpg b/batch112/training_samples/sample600.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0e1f7747d9b0ea2c19b5f4e91c524c81c5226124
Binary files /dev/null and b/batch112/training_samples/sample600.jpg differ
diff --git a/batch112/training_samples/sample601.jpg b/batch112/training_samples/sample601.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9db9486b4a6c2fc60c71f4876dce506084b9453f
Binary files /dev/null and b/batch112/training_samples/sample601.jpg differ
diff --git a/batch112/training_samples/sample602.jpg b/batch112/training_samples/sample602.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..66340cf45d6b0cd74310610f7d00d0fdee03c1da
Binary files /dev/null and b/batch112/training_samples/sample602.jpg differ
diff --git a/batch112/training_samples/sample603.jpg b/batch112/training_samples/sample603.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c4c31b6eea9ed33107755fdb6ac60e7071326561
Binary files /dev/null and b/batch112/training_samples/sample603.jpg differ
diff --git a/batch112/training_samples/sample604.jpg b/batch112/training_samples/sample604.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f311850102dace035dcff0acb596f67361709585
Binary files /dev/null and b/batch112/training_samples/sample604.jpg differ
diff --git a/batch112/training_samples/sample605.jpg b/batch112/training_samples/sample605.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7fb84c14f24c457eed0b251af7f4c4b1c385a1ef
Binary files /dev/null and b/batch112/training_samples/sample605.jpg differ
diff --git a/batch112/training_samples/sample606.jpg b/batch112/training_samples/sample606.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3e2f3c4efb86a20c645c4580f77687f531cc5537
Binary files /dev/null and b/batch112/training_samples/sample606.jpg differ
diff --git a/batch112/training_samples/sample607.jpg b/batch112/training_samples/sample607.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..69afaea97a6b597c47949b16870f78dafd85eaad
Binary files /dev/null and b/batch112/training_samples/sample607.jpg differ
diff --git a/batch112/training_samples/sample608.jpg b/batch112/training_samples/sample608.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..53deca56d6d573f78d3b4747d477232026985c79
Binary files /dev/null and b/batch112/training_samples/sample608.jpg differ
diff --git a/batch112/training_samples/sample609.jpg b/batch112/training_samples/sample609.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6375355cfa9bc1641704968783d7161e9b0543d8
Binary files /dev/null and b/batch112/training_samples/sample609.jpg differ
diff --git a/batch112/training_samples/sample61.jpg b/batch112/training_samples/sample61.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f28263d4dad412b999bb07c46f69bde76ad5a89f
Binary files /dev/null and b/batch112/training_samples/sample61.jpg differ
diff --git a/batch112/training_samples/sample610.jpg b/batch112/training_samples/sample610.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3fb8543478332db9f4f311274146425790530afe
Binary files /dev/null and b/batch112/training_samples/sample610.jpg differ
diff --git a/batch112/training_samples/sample611.jpg b/batch112/training_samples/sample611.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7c71b4284dd8a5c4afb0488408576f665714e820
Binary files /dev/null and b/batch112/training_samples/sample611.jpg differ
diff --git a/batch112/training_samples/sample612.jpg b/batch112/training_samples/sample612.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..532dc0d62ca7754fd98262da2f13589511814d7f
Binary files /dev/null and b/batch112/training_samples/sample612.jpg differ
diff --git a/batch112/training_samples/sample613.jpg b/batch112/training_samples/sample613.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9dd911566604617c7c72a00421ee72369a8de0b2
Binary files /dev/null and b/batch112/training_samples/sample613.jpg differ
diff --git a/batch112/training_samples/sample614.jpg b/batch112/training_samples/sample614.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..065e09903a7fb51240abdc887ba0c97d5e51cc92
Binary files /dev/null and b/batch112/training_samples/sample614.jpg differ
diff --git a/batch112/training_samples/sample615.jpg b/batch112/training_samples/sample615.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..952d2cd258ade5ea5f6cfff7d4ee5d186b5618cd
Binary files /dev/null and b/batch112/training_samples/sample615.jpg differ
diff --git a/batch112/training_samples/sample616.jpg b/batch112/training_samples/sample616.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3de8241e6f189988653bf6c4c6bade14ca91e316
Binary files /dev/null and b/batch112/training_samples/sample616.jpg differ
diff --git a/batch112/training_samples/sample617.jpg b/batch112/training_samples/sample617.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9f6df52f7e6274ef5ceb104572790cae70ce44bd
Binary files /dev/null and b/batch112/training_samples/sample617.jpg differ
diff --git a/batch112/training_samples/sample618.jpg b/batch112/training_samples/sample618.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c1f60f41a7c9e3c2442553064ca54c360d2707e5
Binary files /dev/null and b/batch112/training_samples/sample618.jpg differ
diff --git a/batch112/training_samples/sample619.jpg b/batch112/training_samples/sample619.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9222d21bda2ba9c3076747656cba84df2e6f72df
Binary files /dev/null and b/batch112/training_samples/sample619.jpg differ
diff --git a/batch112/training_samples/sample62.jpg b/batch112/training_samples/sample62.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3244e9bb4e8132136d21c90b3eb927e269f4529a
Binary files /dev/null and b/batch112/training_samples/sample62.jpg differ
diff --git a/batch112/training_samples/sample620.jpg b/batch112/training_samples/sample620.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..63108f110ad8cdaa060dc8dc64ab561089eb21b4
Binary files /dev/null and b/batch112/training_samples/sample620.jpg differ
diff --git a/batch112/training_samples/sample621.jpg b/batch112/training_samples/sample621.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..073e550924592b6d59b57681042306af2b457881
Binary files /dev/null and b/batch112/training_samples/sample621.jpg differ
diff --git a/batch112/training_samples/sample622.jpg b/batch112/training_samples/sample622.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..68034aa0bec55b59564ab9bff487edd68a1c66c6
Binary files /dev/null and b/batch112/training_samples/sample622.jpg differ
diff --git a/batch112/training_samples/sample623.jpg b/batch112/training_samples/sample623.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d42bf1605190dda6a9c7dab9a3b9d0d33f692aad
Binary files /dev/null and b/batch112/training_samples/sample623.jpg differ
diff --git a/batch112/training_samples/sample624.jpg b/batch112/training_samples/sample624.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9bdf5a350fea031aa2e6621cc143bebec6ab2db4
Binary files /dev/null and b/batch112/training_samples/sample624.jpg differ
diff --git a/batch112/training_samples/sample625.jpg b/batch112/training_samples/sample625.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4376d998b77d769d50c420d99f625091202c9811
Binary files /dev/null and b/batch112/training_samples/sample625.jpg differ
diff --git a/batch112/training_samples/sample626.jpg b/batch112/training_samples/sample626.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c3eee496c3b209a45f8525326a27127a4ab70597
Binary files /dev/null and b/batch112/training_samples/sample626.jpg differ
diff --git a/batch112/training_samples/sample627.jpg b/batch112/training_samples/sample627.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..132fbb377d8976e53b453c2e960eefa14632f0c6
Binary files /dev/null and b/batch112/training_samples/sample627.jpg differ
diff --git a/batch112/training_samples/sample628.jpg b/batch112/training_samples/sample628.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1a12924771dd435e3dbc3f9813ba2f325c6b5f2e
Binary files /dev/null and b/batch112/training_samples/sample628.jpg differ
diff --git a/batch112/training_samples/sample629.jpg b/batch112/training_samples/sample629.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b162bf3543aa771c314c728d0484446907a40fdd
Binary files /dev/null and b/batch112/training_samples/sample629.jpg differ
diff --git a/batch112/training_samples/sample63.jpg b/batch112/training_samples/sample63.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..889d4b30d3f7d89d15856951aab126993fe12636
Binary files /dev/null and b/batch112/training_samples/sample63.jpg differ
diff --git a/batch112/training_samples/sample630.jpg b/batch112/training_samples/sample630.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f49b664203450822721aa920dfd52eda27151c93
Binary files /dev/null and b/batch112/training_samples/sample630.jpg differ
diff --git a/batch112/training_samples/sample631.jpg b/batch112/training_samples/sample631.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8ad420e8e09e1eecb8d6f8d13efd791a3323433b
Binary files /dev/null and b/batch112/training_samples/sample631.jpg differ
diff --git a/batch112/training_samples/sample632.jpg b/batch112/training_samples/sample632.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..27ae891025f0317350fda4c4fde1c8c59df4cc72
Binary files /dev/null and b/batch112/training_samples/sample632.jpg differ
diff --git a/batch112/training_samples/sample633.jpg b/batch112/training_samples/sample633.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..66549c19fca42e6338651494dbade4685503dee5
Binary files /dev/null and b/batch112/training_samples/sample633.jpg differ
diff --git a/batch112/training_samples/sample634.jpg b/batch112/training_samples/sample634.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..14a2ba2312bf614fcd881eb04afccb2271b61d9f
Binary files /dev/null and b/batch112/training_samples/sample634.jpg differ
diff --git a/batch112/training_samples/sample635.jpg b/batch112/training_samples/sample635.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7669952ad114934d7a60c5fafc5ab86dd882a3ae
Binary files /dev/null and b/batch112/training_samples/sample635.jpg differ
diff --git a/batch112/training_samples/sample636.jpg b/batch112/training_samples/sample636.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..263307444fdc9c9e6a6823c76e789bed53f457d1
Binary files /dev/null and b/batch112/training_samples/sample636.jpg differ
diff --git a/batch112/training_samples/sample637.jpg b/batch112/training_samples/sample637.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3b5442cdc2d70cf675069706d583070679644602
Binary files /dev/null and b/batch112/training_samples/sample637.jpg differ
diff --git a/batch112/training_samples/sample638.jpg b/batch112/training_samples/sample638.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fd2993e1888558cdc5516fc06c90b98db9a7eae0
Binary files /dev/null and b/batch112/training_samples/sample638.jpg differ
diff --git a/batch112/training_samples/sample639.jpg b/batch112/training_samples/sample639.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..406e6875f592c9961a57c879db9eb40342e9f2bc
Binary files /dev/null and b/batch112/training_samples/sample639.jpg differ
diff --git a/batch112/training_samples/sample64.jpg b/batch112/training_samples/sample64.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..44c6bdcb5e8c24fdc39e7dbf0e235bfafb544595
Binary files /dev/null and b/batch112/training_samples/sample64.jpg differ
diff --git a/batch112/training_samples/sample640.jpg b/batch112/training_samples/sample640.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3b254d8b7f19774692b6321dace01712acc28df8
Binary files /dev/null and b/batch112/training_samples/sample640.jpg differ
diff --git a/batch112/training_samples/sample641.jpg b/batch112/training_samples/sample641.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7955f844b686506685fc890b4fdcb0901b5a5dac
Binary files /dev/null and b/batch112/training_samples/sample641.jpg differ
diff --git a/batch112/training_samples/sample642.jpg b/batch112/training_samples/sample642.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d516fe9813d124a71ac51e459f1f37c4e159c931
Binary files /dev/null and b/batch112/training_samples/sample642.jpg differ
diff --git a/batch112/training_samples/sample643.jpg b/batch112/training_samples/sample643.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..36a44826499f92bce7a764f7cf8a9110086a498f
Binary files /dev/null and b/batch112/training_samples/sample643.jpg differ
diff --git a/batch112/training_samples/sample644.jpg b/batch112/training_samples/sample644.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..836a827fca2d41ce21ea4ed6177baf9f7ad5b3dd
Binary files /dev/null and b/batch112/training_samples/sample644.jpg differ
diff --git a/batch112/training_samples/sample645.jpg b/batch112/training_samples/sample645.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4126a503c55e6e7aaa432c4ee2a32894a31114f9
Binary files /dev/null and b/batch112/training_samples/sample645.jpg differ
diff --git a/batch112/training_samples/sample646.jpg b/batch112/training_samples/sample646.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7c11754b044d97f590f4c4be366d9e5bdd7980f9
Binary files /dev/null and b/batch112/training_samples/sample646.jpg differ
diff --git a/batch112/training_samples/sample647.jpg b/batch112/training_samples/sample647.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e22368fc016006c13525684a94fba4a7c3a83634
Binary files /dev/null and b/batch112/training_samples/sample647.jpg differ
diff --git a/batch112/training_samples/sample648.jpg b/batch112/training_samples/sample648.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9fefd25b29db879fc4515ea4f8d7c843240aca06
Binary files /dev/null and b/batch112/training_samples/sample648.jpg differ
diff --git a/batch112/training_samples/sample649.jpg b/batch112/training_samples/sample649.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..15b013275667c3ca5e2b380bbd431f63adeeeb0f
Binary files /dev/null and b/batch112/training_samples/sample649.jpg differ
diff --git a/batch112/training_samples/sample65.jpg b/batch112/training_samples/sample65.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bc4aa43c8dc1b712363385d7555c051d8b67d676
Binary files /dev/null and b/batch112/training_samples/sample65.jpg differ
diff --git a/batch112/training_samples/sample650.jpg b/batch112/training_samples/sample650.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..66cd922b1223efa14a7f2386cadfc05df7187791
Binary files /dev/null and b/batch112/training_samples/sample650.jpg differ
diff --git a/batch112/training_samples/sample651.jpg b/batch112/training_samples/sample651.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..92e9cec97e47155452a0ef776ca2e096b36d5fe4
Binary files /dev/null and b/batch112/training_samples/sample651.jpg differ
diff --git a/batch112/training_samples/sample652.jpg b/batch112/training_samples/sample652.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4a925b3649c96355b85529117dca504075c4da03
Binary files /dev/null and b/batch112/training_samples/sample652.jpg differ
diff --git a/batch112/training_samples/sample653.jpg b/batch112/training_samples/sample653.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..682d0e25519e94d8b5b67f7ca898d21368e685e6
Binary files /dev/null and b/batch112/training_samples/sample653.jpg differ
diff --git a/batch112/training_samples/sample654.jpg b/batch112/training_samples/sample654.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f53c6bd49e36753bd0f00e59040bffb6553c38e7
Binary files /dev/null and b/batch112/training_samples/sample654.jpg differ
diff --git a/batch112/training_samples/sample655.jpg b/batch112/training_samples/sample655.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d31465ba6d15e05bbf718a3a2258b56d06b9113e
Binary files /dev/null and b/batch112/training_samples/sample655.jpg differ
diff --git a/batch112/training_samples/sample656.jpg b/batch112/training_samples/sample656.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..83a897eca357e6965a124884eed2a09505de158b
Binary files /dev/null and b/batch112/training_samples/sample656.jpg differ
diff --git a/batch112/training_samples/sample657.jpg b/batch112/training_samples/sample657.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..28229ab38b395c071c61135816fc9c6edd4f9808
Binary files /dev/null and b/batch112/training_samples/sample657.jpg differ
diff --git a/batch112/training_samples/sample658.jpg b/batch112/training_samples/sample658.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0b9eebb9adc8e6b640a94eb9648a49c7f8d2d410
Binary files /dev/null and b/batch112/training_samples/sample658.jpg differ
diff --git a/batch112/training_samples/sample659.jpg b/batch112/training_samples/sample659.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..059615276d51acff5d45abcc59226f41b3435d35
Binary files /dev/null and b/batch112/training_samples/sample659.jpg differ
diff --git a/batch112/training_samples/sample66.jpg b/batch112/training_samples/sample66.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d92e17d15ff1e21ae9994392d35a2a8eb728a38f
Binary files /dev/null and b/batch112/training_samples/sample66.jpg differ
diff --git a/batch112/training_samples/sample660.jpg b/batch112/training_samples/sample660.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bfa261516fc1f0f480dc8d7cf574f63afbfc00cf
Binary files /dev/null and b/batch112/training_samples/sample660.jpg differ
diff --git a/batch112/training_samples/sample661.jpg b/batch112/training_samples/sample661.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2438f92ede46decb0baa757adbf58f4262b068d0
Binary files /dev/null and b/batch112/training_samples/sample661.jpg differ
diff --git a/batch112/training_samples/sample662.jpg b/batch112/training_samples/sample662.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c3a211344c64c3138ab1e0767ef290f9669ddc12
Binary files /dev/null and b/batch112/training_samples/sample662.jpg differ
diff --git a/batch112/training_samples/sample663.jpg b/batch112/training_samples/sample663.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..67fda289cfe296f0aff028ec5e1d917d1d59acaa
Binary files /dev/null and b/batch112/training_samples/sample663.jpg differ
diff --git a/batch112/training_samples/sample664.jpg b/batch112/training_samples/sample664.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..caf64ce128487f1b021480cdd2d9e5558ef18995
Binary files /dev/null and b/batch112/training_samples/sample664.jpg differ
diff --git a/batch112/training_samples/sample665.jpg b/batch112/training_samples/sample665.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f47f2b3e997a3c888609e36cf2f29c61925b18c8
Binary files /dev/null and b/batch112/training_samples/sample665.jpg differ
diff --git a/batch112/training_samples/sample666.jpg b/batch112/training_samples/sample666.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5cd8f464d990eb2a0d5da0beb01a8208afebc1eb
Binary files /dev/null and b/batch112/training_samples/sample666.jpg differ
diff --git a/batch112/training_samples/sample667.jpg b/batch112/training_samples/sample667.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..60ac9dc07623e9d82d6168acb25a7ede6dbf44fe
Binary files /dev/null and b/batch112/training_samples/sample667.jpg differ
diff --git a/batch112/training_samples/sample668.jpg b/batch112/training_samples/sample668.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2bbc61fe4b53fa7b2ae9abc7fa1854873132d678
Binary files /dev/null and b/batch112/training_samples/sample668.jpg differ
diff --git a/batch112/training_samples/sample669.jpg b/batch112/training_samples/sample669.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d90f80f0d27892ca5901808362ebe6ea79f6c511
Binary files /dev/null and b/batch112/training_samples/sample669.jpg differ
diff --git a/batch112/training_samples/sample67.jpg b/batch112/training_samples/sample67.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8e646b0864115a8f0d4d9c6a75197389096c2b6a
Binary files /dev/null and b/batch112/training_samples/sample67.jpg differ
diff --git a/batch112/training_samples/sample670.jpg b/batch112/training_samples/sample670.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0eaa37d54b793ec8acc7d716e49e6b7964deaaf5
Binary files /dev/null and b/batch112/training_samples/sample670.jpg differ
diff --git a/batch112/training_samples/sample671.jpg b/batch112/training_samples/sample671.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..11623e88a9210e21f6bec26eb1be8c3dab4fa491
Binary files /dev/null and b/batch112/training_samples/sample671.jpg differ
diff --git a/batch112/training_samples/sample672.jpg b/batch112/training_samples/sample672.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1a93bc1f3f79728dd02c9d3ac7384799e7f64177
Binary files /dev/null and b/batch112/training_samples/sample672.jpg differ
diff --git a/batch112/training_samples/sample673.jpg b/batch112/training_samples/sample673.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5eec9282379c43e69423a982d8abc1d922dc6b3d
Binary files /dev/null and b/batch112/training_samples/sample673.jpg differ
diff --git a/batch112/training_samples/sample674.jpg b/batch112/training_samples/sample674.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..63020485d020398dd480b01e45682852d98b9757
Binary files /dev/null and b/batch112/training_samples/sample674.jpg differ
diff --git a/batch112/training_samples/sample675.jpg b/batch112/training_samples/sample675.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..898abc29023326d907004c4116157b5d7ed41dfb
Binary files /dev/null and b/batch112/training_samples/sample675.jpg differ
diff --git a/batch112/training_samples/sample676.jpg b/batch112/training_samples/sample676.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5b7780386abd9fa5a574181237ccb446b0bde8df
Binary files /dev/null and b/batch112/training_samples/sample676.jpg differ
diff --git a/batch112/training_samples/sample677.jpg b/batch112/training_samples/sample677.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b78bc2c814abb3fdbe740919798e057886ad6e9c
Binary files /dev/null and b/batch112/training_samples/sample677.jpg differ
diff --git a/batch112/training_samples/sample678.jpg b/batch112/training_samples/sample678.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f6b3fc896c6e74297bc76958fe1f00bdb3da367a
Binary files /dev/null and b/batch112/training_samples/sample678.jpg differ
diff --git a/batch112/training_samples/sample679.jpg b/batch112/training_samples/sample679.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c0361916c62635d1384659db18f115a013701ff1
Binary files /dev/null and b/batch112/training_samples/sample679.jpg differ
diff --git a/batch112/training_samples/sample68.jpg b/batch112/training_samples/sample68.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7e9c53068f707d76c807aec667f4be9740f8cd43
Binary files /dev/null and b/batch112/training_samples/sample68.jpg differ
diff --git a/batch112/training_samples/sample680.jpg b/batch112/training_samples/sample680.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..87d4c93cc1490f4d640ec3c5e56e30f490b739e1
Binary files /dev/null and b/batch112/training_samples/sample680.jpg differ
diff --git a/batch112/training_samples/sample681.jpg b/batch112/training_samples/sample681.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8edf33cf46e15709771b4d49c5f4cda07c37631b
Binary files /dev/null and b/batch112/training_samples/sample681.jpg differ
diff --git a/batch112/training_samples/sample682.jpg b/batch112/training_samples/sample682.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..56af5fb05f7d67aaba8c7d66a3b8f77981a19db2
Binary files /dev/null and b/batch112/training_samples/sample682.jpg differ
diff --git a/batch112/training_samples/sample683.jpg b/batch112/training_samples/sample683.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..377bdf51dc984edd9f490b3b21c6dea71433397f
Binary files /dev/null and b/batch112/training_samples/sample683.jpg differ
diff --git a/batch112/training_samples/sample684.jpg b/batch112/training_samples/sample684.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..79659e536351781612127561e3093a81537c1061
Binary files /dev/null and b/batch112/training_samples/sample684.jpg differ
diff --git a/batch112/training_samples/sample685.jpg b/batch112/training_samples/sample685.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4cbd6371aeddcbd9eb854a7a307e627efa647dbf
Binary files /dev/null and b/batch112/training_samples/sample685.jpg differ
diff --git a/batch112/training_samples/sample686.jpg b/batch112/training_samples/sample686.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2612049637482c86a0e86ea1898e8bc3e7ff072c
Binary files /dev/null and b/batch112/training_samples/sample686.jpg differ
diff --git a/batch112/training_samples/sample687.jpg b/batch112/training_samples/sample687.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2e454adc05d2009fbf856ef90cb6ca7ccf6d8275
Binary files /dev/null and b/batch112/training_samples/sample687.jpg differ
diff --git a/batch112/training_samples/sample688.jpg b/batch112/training_samples/sample688.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f180075cd7ca2daf14a855df56efce7adafea60c
Binary files /dev/null and b/batch112/training_samples/sample688.jpg differ
diff --git a/batch112/training_samples/sample689.jpg b/batch112/training_samples/sample689.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4e9c622536b6454aba8d78801befabf347876d22
Binary files /dev/null and b/batch112/training_samples/sample689.jpg differ
diff --git a/batch112/training_samples/sample69.jpg b/batch112/training_samples/sample69.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bf3e4ed7ef3e3d0a713889e2c5f856a11df08f60
Binary files /dev/null and b/batch112/training_samples/sample69.jpg differ
diff --git a/batch112/training_samples/sample690.jpg b/batch112/training_samples/sample690.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b3f87f2af2dc740e1d1ea2418d17f779f45c4e24
Binary files /dev/null and b/batch112/training_samples/sample690.jpg differ
diff --git a/batch112/training_samples/sample691.jpg b/batch112/training_samples/sample691.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e88b5c6a8fdc17bc67cdbfe580238dd0f2120648
Binary files /dev/null and b/batch112/training_samples/sample691.jpg differ
diff --git a/batch112/training_samples/sample692.jpg b/batch112/training_samples/sample692.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b3a22703375d2e86ffb4891ebd7ec403622498a1
Binary files /dev/null and b/batch112/training_samples/sample692.jpg differ
diff --git a/batch112/training_samples/sample693.jpg b/batch112/training_samples/sample693.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4726fdef0ea1a40f1ef34bb87a5b728ce6ffa9cd
Binary files /dev/null and b/batch112/training_samples/sample693.jpg differ
diff --git a/batch112/training_samples/sample694.jpg b/batch112/training_samples/sample694.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bbe433eeff654ea7bc6a16edd39ab06c96102e7a
Binary files /dev/null and b/batch112/training_samples/sample694.jpg differ
diff --git a/batch112/training_samples/sample695.jpg b/batch112/training_samples/sample695.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ac55b0cd3c0967d10deb8de5bbb7b79112072c62
Binary files /dev/null and b/batch112/training_samples/sample695.jpg differ
diff --git a/batch112/training_samples/sample696.jpg b/batch112/training_samples/sample696.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..12a56a41c1bdc759c136bc65f1ae2fb749f809a8
Binary files /dev/null and b/batch112/training_samples/sample696.jpg differ
diff --git a/batch112/training_samples/sample697.jpg b/batch112/training_samples/sample697.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e727c8ca6ea78b88202d2195c1f785a70a097300
Binary files /dev/null and b/batch112/training_samples/sample697.jpg differ
diff --git a/batch112/training_samples/sample698.jpg b/batch112/training_samples/sample698.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a659ee61c1a1660df218177787dd152f52bdd94f
Binary files /dev/null and b/batch112/training_samples/sample698.jpg differ
diff --git a/batch112/training_samples/sample699.jpg b/batch112/training_samples/sample699.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..69a01606027cb4496a7f0e7c77e0c30dc1fe8996
Binary files /dev/null and b/batch112/training_samples/sample699.jpg differ
diff --git a/batch112/training_samples/sample7.jpg b/batch112/training_samples/sample7.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fa28a0dacc143c50e9af6076684518f5a9e58a65
Binary files /dev/null and b/batch112/training_samples/sample7.jpg differ
diff --git a/batch112/training_samples/sample70.jpg b/batch112/training_samples/sample70.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..313db9e3b4ddc120a0b8c047816b72944d888355
Binary files /dev/null and b/batch112/training_samples/sample70.jpg differ
diff --git a/batch112/training_samples/sample700.jpg b/batch112/training_samples/sample700.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4d193a943ba0e6f9376fea7ce7ec948d86f29aa5
Binary files /dev/null and b/batch112/training_samples/sample700.jpg differ
diff --git a/batch112/training_samples/sample701.jpg b/batch112/training_samples/sample701.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..92218d0136bb0da2c3649287766033aa14743d37
Binary files /dev/null and b/batch112/training_samples/sample701.jpg differ
diff --git a/batch112/training_samples/sample702.jpg b/batch112/training_samples/sample702.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..812f9ffb42b583062b5e4bb84187a47f684d394e
Binary files /dev/null and b/batch112/training_samples/sample702.jpg differ
diff --git a/batch112/training_samples/sample703.jpg b/batch112/training_samples/sample703.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4401d6a36b8ed2b2d40cb510eb50bf6b5df5869c
Binary files /dev/null and b/batch112/training_samples/sample703.jpg differ
diff --git a/batch112/training_samples/sample704.jpg b/batch112/training_samples/sample704.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..34136bea521246296a4dba6f3a2f572d27d3445d
Binary files /dev/null and b/batch112/training_samples/sample704.jpg differ
diff --git a/batch112/training_samples/sample705.jpg b/batch112/training_samples/sample705.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e51f1d1db22be7f5ebdda4f153e69780b857d2ff
Binary files /dev/null and b/batch112/training_samples/sample705.jpg differ
diff --git a/batch112/training_samples/sample706.jpg b/batch112/training_samples/sample706.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1daefc18b7e8c795180f883abf6497f44bdfe77a
Binary files /dev/null and b/batch112/training_samples/sample706.jpg differ
diff --git a/batch112/training_samples/sample707.jpg b/batch112/training_samples/sample707.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..02077b3733dd050d66395fe53d2319b07058c306
Binary files /dev/null and b/batch112/training_samples/sample707.jpg differ
diff --git a/batch112/training_samples/sample708.jpg b/batch112/training_samples/sample708.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..32ea0eb4cbbe08e947bc27ef58fded2630620001
Binary files /dev/null and b/batch112/training_samples/sample708.jpg differ
diff --git a/batch112/training_samples/sample709.jpg b/batch112/training_samples/sample709.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4307529280156a62a4b47eef72292464a2dbd960
Binary files /dev/null and b/batch112/training_samples/sample709.jpg differ
diff --git a/batch112/training_samples/sample71.jpg b/batch112/training_samples/sample71.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ab26001eab7d6515208b8ddf09975ed82f927342
Binary files /dev/null and b/batch112/training_samples/sample71.jpg differ
diff --git a/batch112/training_samples/sample710.jpg b/batch112/training_samples/sample710.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d6c1d97502348e1fa9c4f3df8d4a0919522955d4
Binary files /dev/null and b/batch112/training_samples/sample710.jpg differ
diff --git a/batch112/training_samples/sample711.jpg b/batch112/training_samples/sample711.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..432f8840b47f99de8fe07128c58f90dd53501a89
Binary files /dev/null and b/batch112/training_samples/sample711.jpg differ
diff --git a/batch112/training_samples/sample712.jpg b/batch112/training_samples/sample712.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6cc3df77e8a69decbf9b6f2eab80940c431ab0a9
Binary files /dev/null and b/batch112/training_samples/sample712.jpg differ
diff --git a/batch112/training_samples/sample713.jpg b/batch112/training_samples/sample713.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fda6f9f90bc28bbc802eacef896bb6025a3632a6
Binary files /dev/null and b/batch112/training_samples/sample713.jpg differ
diff --git a/batch112/training_samples/sample714.jpg b/batch112/training_samples/sample714.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d42fa4ca075748b3a1150e2ca7b80959292e0824
Binary files /dev/null and b/batch112/training_samples/sample714.jpg differ
diff --git a/batch112/training_samples/sample715.jpg b/batch112/training_samples/sample715.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c1f3986d8c7f37a85f87155287807e3ba6e38ea7
Binary files /dev/null and b/batch112/training_samples/sample715.jpg differ
diff --git a/batch112/training_samples/sample716.jpg b/batch112/training_samples/sample716.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..95e3c35ed21320e5d02c1d891e02b72d1379aa86
Binary files /dev/null and b/batch112/training_samples/sample716.jpg differ
diff --git a/batch112/training_samples/sample717.jpg b/batch112/training_samples/sample717.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b1bb938d4b22727f7715a1c8fd5db7b168e49be0
Binary files /dev/null and b/batch112/training_samples/sample717.jpg differ
diff --git a/batch112/training_samples/sample718.jpg b/batch112/training_samples/sample718.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a4c85bcab3aba4961ec71381762dfa2fa26a1c3a
Binary files /dev/null and b/batch112/training_samples/sample718.jpg differ
diff --git a/batch112/training_samples/sample719.jpg b/batch112/training_samples/sample719.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b5484684441bb619b421d46e7886512a464ee122
Binary files /dev/null and b/batch112/training_samples/sample719.jpg differ
diff --git a/batch112/training_samples/sample72.jpg b/batch112/training_samples/sample72.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2eaef82e08936fe478866e8711a1fb2316e25045
Binary files /dev/null and b/batch112/training_samples/sample72.jpg differ
diff --git a/batch112/training_samples/sample720.jpg b/batch112/training_samples/sample720.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..df2359ffc0a0cb0d7c47b35b6f7b07e2c9772161
Binary files /dev/null and b/batch112/training_samples/sample720.jpg differ
diff --git a/batch112/training_samples/sample721.jpg b/batch112/training_samples/sample721.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..10187d7005a897c07d9e92483538ad35fa36c1b1
Binary files /dev/null and b/batch112/training_samples/sample721.jpg differ
diff --git a/batch112/training_samples/sample722.jpg b/batch112/training_samples/sample722.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a82dbf24dbe17b175eaa755e7cb1e37b0131bf96
Binary files /dev/null and b/batch112/training_samples/sample722.jpg differ
diff --git a/batch112/training_samples/sample723.jpg b/batch112/training_samples/sample723.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b038132d141feb891a89ef50a420af827487b6db
Binary files /dev/null and b/batch112/training_samples/sample723.jpg differ
diff --git a/batch112/training_samples/sample724.jpg b/batch112/training_samples/sample724.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..21452b2dcafab98cfb29b2784551bb285b6e1963
Binary files /dev/null and b/batch112/training_samples/sample724.jpg differ
diff --git a/batch112/training_samples/sample725.jpg b/batch112/training_samples/sample725.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..092a8ef42d1576f6757b270f2b1389eac9c7d9c2
Binary files /dev/null and b/batch112/training_samples/sample725.jpg differ
diff --git a/batch112/training_samples/sample726.jpg b/batch112/training_samples/sample726.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1fe367a830683d1af85606a56e7c931c757c1305
Binary files /dev/null and b/batch112/training_samples/sample726.jpg differ
diff --git a/batch112/training_samples/sample727.jpg b/batch112/training_samples/sample727.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8d3b44be49688baac45677f2993555c9ecdd4923
Binary files /dev/null and b/batch112/training_samples/sample727.jpg differ
diff --git a/batch112/training_samples/sample728.jpg b/batch112/training_samples/sample728.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e2033b369983c4cf08b2883143bdf4ea687c9519
Binary files /dev/null and b/batch112/training_samples/sample728.jpg differ
diff --git a/batch112/training_samples/sample729.jpg b/batch112/training_samples/sample729.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..215a3c34f6c021b15f6be0fc68af798be52869d9
Binary files /dev/null and b/batch112/training_samples/sample729.jpg differ
diff --git a/batch112/training_samples/sample73.jpg b/batch112/training_samples/sample73.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..079999eab485a751e94701dfa719a9a40a253e6b
Binary files /dev/null and b/batch112/training_samples/sample73.jpg differ
diff --git a/batch112/training_samples/sample730.jpg b/batch112/training_samples/sample730.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c2d49d3645abff8c47931612fa39dca34346ddf6
Binary files /dev/null and b/batch112/training_samples/sample730.jpg differ
diff --git a/batch112/training_samples/sample731.jpg b/batch112/training_samples/sample731.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2e723519fd805d89296ed99cc752c808810edf6f
Binary files /dev/null and b/batch112/training_samples/sample731.jpg differ
diff --git a/batch112/training_samples/sample732.jpg b/batch112/training_samples/sample732.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..aaabb6a980d601dc04a9e3db3a05a1ee3022b17c
Binary files /dev/null and b/batch112/training_samples/sample732.jpg differ
diff --git a/batch112/training_samples/sample733.jpg b/batch112/training_samples/sample733.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..af64ba482568174bf3c75894894bfbd313fe9bad
Binary files /dev/null and b/batch112/training_samples/sample733.jpg differ
diff --git a/batch112/training_samples/sample734.jpg b/batch112/training_samples/sample734.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c6a5adb20174331d5460709196192160919320ad
Binary files /dev/null and b/batch112/training_samples/sample734.jpg differ
diff --git a/batch112/training_samples/sample735.jpg b/batch112/training_samples/sample735.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fa496d56f1aa686c64a4837a59f027fc41e1fb17
Binary files /dev/null and b/batch112/training_samples/sample735.jpg differ
diff --git a/batch112/training_samples/sample736.jpg b/batch112/training_samples/sample736.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6fca3c444f3fa2e522db05e0a2b7d58358966306
Binary files /dev/null and b/batch112/training_samples/sample736.jpg differ
diff --git a/batch112/training_samples/sample737.jpg b/batch112/training_samples/sample737.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..057880028bd634d65896658cdf006bc627eb141c
Binary files /dev/null and b/batch112/training_samples/sample737.jpg differ
diff --git a/batch112/training_samples/sample738.jpg b/batch112/training_samples/sample738.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..045d654dac50d054cfede16d194c02dcaa402281
Binary files /dev/null and b/batch112/training_samples/sample738.jpg differ
diff --git a/batch112/training_samples/sample739.jpg b/batch112/training_samples/sample739.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..28faf2a0fff6b3a5c884ada6405c6c12556fbeda
Binary files /dev/null and b/batch112/training_samples/sample739.jpg differ
diff --git a/batch112/training_samples/sample74.jpg b/batch112/training_samples/sample74.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fed355a028b8a7262beffcc059e9c2c22456021f
Binary files /dev/null and b/batch112/training_samples/sample74.jpg differ
diff --git a/batch112/training_samples/sample740.jpg b/batch112/training_samples/sample740.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4b3c2523ed79229c9e79756ee952224bbaf4f280
Binary files /dev/null and b/batch112/training_samples/sample740.jpg differ
diff --git a/batch112/training_samples/sample741.jpg b/batch112/training_samples/sample741.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..17aaf04e3f36b87a7213b8cb08de5acccd1fd4ee
Binary files /dev/null and b/batch112/training_samples/sample741.jpg differ
diff --git a/batch112/training_samples/sample742.jpg b/batch112/training_samples/sample742.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7724388ca4d6d3d87741a3c3670f49386550e139
Binary files /dev/null and b/batch112/training_samples/sample742.jpg differ
diff --git a/batch112/training_samples/sample743.jpg b/batch112/training_samples/sample743.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e076eff6ab2a08abc57e7905cd500d83daa6bb60
Binary files /dev/null and b/batch112/training_samples/sample743.jpg differ
diff --git a/batch112/training_samples/sample744.jpg b/batch112/training_samples/sample744.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bfd2c0005b0fd89c0aace5b140a54bcc4d5a4716
Binary files /dev/null and b/batch112/training_samples/sample744.jpg differ
diff --git a/batch112/training_samples/sample745.jpg b/batch112/training_samples/sample745.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..35e903808ffbf942f09648130852b95f761f0453
Binary files /dev/null and b/batch112/training_samples/sample745.jpg differ
diff --git a/batch112/training_samples/sample746.jpg b/batch112/training_samples/sample746.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..99cd422e748c7cbfebc7f903d719e43a800be1fa
Binary files /dev/null and b/batch112/training_samples/sample746.jpg differ
diff --git a/batch112/training_samples/sample747.jpg b/batch112/training_samples/sample747.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e2072a3266a596fc3d538acc8623f8b8f9ef372d
Binary files /dev/null and b/batch112/training_samples/sample747.jpg differ
diff --git a/batch112/training_samples/sample748.jpg b/batch112/training_samples/sample748.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8a9cf14f26d8c85b20b05d1a069d46c894b8ad63
Binary files /dev/null and b/batch112/training_samples/sample748.jpg differ
diff --git a/batch112/training_samples/sample749.jpg b/batch112/training_samples/sample749.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6a5e793752647d73ebe225e621de196926c8d9d0
Binary files /dev/null and b/batch112/training_samples/sample749.jpg differ
diff --git a/batch112/training_samples/sample75.jpg b/batch112/training_samples/sample75.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f1536530a25ee0a2931f6f2968d85d6256ca6745
Binary files /dev/null and b/batch112/training_samples/sample75.jpg differ
diff --git a/batch112/training_samples/sample750.jpg b/batch112/training_samples/sample750.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5136cd5a8706c664f171321219a09a333dcc8a07
Binary files /dev/null and b/batch112/training_samples/sample750.jpg differ
diff --git a/batch112/training_samples/sample751.jpg b/batch112/training_samples/sample751.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..550ec14b3f757eeda118debd2ece487c24daef91
Binary files /dev/null and b/batch112/training_samples/sample751.jpg differ
diff --git a/batch112/training_samples/sample752.jpg b/batch112/training_samples/sample752.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..74ba9a32b7a05f90f2d9b09f811ba4fd31b33327
Binary files /dev/null and b/batch112/training_samples/sample752.jpg differ
diff --git a/batch112/training_samples/sample753.jpg b/batch112/training_samples/sample753.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3ab9912573e52c414d2b141964d08ac60f8ad30e
Binary files /dev/null and b/batch112/training_samples/sample753.jpg differ
diff --git a/batch112/training_samples/sample754.jpg b/batch112/training_samples/sample754.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9438d02ad6c9bf68f4338dd9d2d95117ac28894e
Binary files /dev/null and b/batch112/training_samples/sample754.jpg differ
diff --git a/batch112/training_samples/sample755.jpg b/batch112/training_samples/sample755.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..aa042b5eb4139be78317a256bfa4edc80d3cf29b
Binary files /dev/null and b/batch112/training_samples/sample755.jpg differ
diff --git a/batch112/training_samples/sample756.jpg b/batch112/training_samples/sample756.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8ac69a11fa911671c4ce4038643d0ad6f1fc7632
Binary files /dev/null and b/batch112/training_samples/sample756.jpg differ
diff --git a/batch112/training_samples/sample757.jpg b/batch112/training_samples/sample757.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9c15b17b6c3f09054a7bec6bdca2bce5295cd87c
Binary files /dev/null and b/batch112/training_samples/sample757.jpg differ
diff --git a/batch112/training_samples/sample758.jpg b/batch112/training_samples/sample758.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..aea26930403df26d4090cb7c20556b688876151e
Binary files /dev/null and b/batch112/training_samples/sample758.jpg differ
diff --git a/batch112/training_samples/sample759.jpg b/batch112/training_samples/sample759.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fa8e831e16443ec82f6188404694acdf494775c6
Binary files /dev/null and b/batch112/training_samples/sample759.jpg differ
diff --git a/batch112/training_samples/sample76.jpg b/batch112/training_samples/sample76.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c72f6e99f12aa02a18b361f73296873ac80da9f4
Binary files /dev/null and b/batch112/training_samples/sample76.jpg differ
diff --git a/batch112/training_samples/sample760.jpg b/batch112/training_samples/sample760.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..25d16ce829c72c835b622950591270d946fb631f
Binary files /dev/null and b/batch112/training_samples/sample760.jpg differ
diff --git a/batch112/training_samples/sample761.jpg b/batch112/training_samples/sample761.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..14281f9897f809792a7b3c6fc281483381ba04ab
Binary files /dev/null and b/batch112/training_samples/sample761.jpg differ
diff --git a/batch112/training_samples/sample762.jpg b/batch112/training_samples/sample762.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5bfe71858171a17b3ad03bd88384127abcd9322c
Binary files /dev/null and b/batch112/training_samples/sample762.jpg differ
diff --git a/batch112/training_samples/sample763.jpg b/batch112/training_samples/sample763.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..66a10d873a7d4f488d4e3ee862ab1fba3dc5f0c1
Binary files /dev/null and b/batch112/training_samples/sample763.jpg differ
diff --git a/batch112/training_samples/sample764.jpg b/batch112/training_samples/sample764.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..55fca39632096e81079ab876f7126d22da6a8517
Binary files /dev/null and b/batch112/training_samples/sample764.jpg differ
diff --git a/batch112/training_samples/sample765.jpg b/batch112/training_samples/sample765.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..85a54a280df70909107a2ce2ff23bdcb97237e81
Binary files /dev/null and b/batch112/training_samples/sample765.jpg differ
diff --git a/batch112/training_samples/sample766.jpg b/batch112/training_samples/sample766.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d61a99bb152a47ccd0eb6c0562db8da9bdf2d557
Binary files /dev/null and b/batch112/training_samples/sample766.jpg differ
diff --git a/batch112/training_samples/sample767.jpg b/batch112/training_samples/sample767.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e36503f625a674b039d815c6ab4128b4da9b76da
Binary files /dev/null and b/batch112/training_samples/sample767.jpg differ
diff --git a/batch112/training_samples/sample768.jpg b/batch112/training_samples/sample768.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7fe0fc558c437b435c6df4871b792ba93053e9ff
Binary files /dev/null and b/batch112/training_samples/sample768.jpg differ
diff --git a/batch112/training_samples/sample769.jpg b/batch112/training_samples/sample769.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b558a1e29370e0e7f3bd167a415b715238b9cc20
Binary files /dev/null and b/batch112/training_samples/sample769.jpg differ
diff --git a/batch112/training_samples/sample77.jpg b/batch112/training_samples/sample77.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0bd228abb7fb6ef1bd8e6807fa30b95f6d6df3cf
Binary files /dev/null and b/batch112/training_samples/sample77.jpg differ
diff --git a/batch112/training_samples/sample770.jpg b/batch112/training_samples/sample770.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5bf7eb4b56719588a01a944a5a16c881131183a0
Binary files /dev/null and b/batch112/training_samples/sample770.jpg differ
diff --git a/batch112/training_samples/sample771.jpg b/batch112/training_samples/sample771.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6b03994108d09612399d177175c56cb96abba48c
Binary files /dev/null and b/batch112/training_samples/sample771.jpg differ
diff --git a/batch112/training_samples/sample772.jpg b/batch112/training_samples/sample772.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a9dcb07b72f2bbe28971f1b6dfe8a2a0970b5e9b
Binary files /dev/null and b/batch112/training_samples/sample772.jpg differ
diff --git a/batch112/training_samples/sample773.jpg b/batch112/training_samples/sample773.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..78367098b696408d4be1cadec3baa548ec350135
Binary files /dev/null and b/batch112/training_samples/sample773.jpg differ
diff --git a/batch112/training_samples/sample774.jpg b/batch112/training_samples/sample774.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a1da4d80f6be4c7777befd480f6965bc7a46223b
Binary files /dev/null and b/batch112/training_samples/sample774.jpg differ
diff --git a/batch112/training_samples/sample775.jpg b/batch112/training_samples/sample775.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..416b2131a35898e20cdebbb983a33a9338ee85a0
Binary files /dev/null and b/batch112/training_samples/sample775.jpg differ
diff --git a/batch112/training_samples/sample776.jpg b/batch112/training_samples/sample776.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..78d3342bb7548b2053ac38e8c8b4f144343fb59c
Binary files /dev/null and b/batch112/training_samples/sample776.jpg differ
diff --git a/batch112/training_samples/sample777.jpg b/batch112/training_samples/sample777.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..52de4d62f0ba09a60a5accd61f958752c196ee4d
Binary files /dev/null and b/batch112/training_samples/sample777.jpg differ
diff --git a/batch112/training_samples/sample778.jpg b/batch112/training_samples/sample778.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a5045cd08a80cd66edc335bae11c9d88eb8b3ab6
Binary files /dev/null and b/batch112/training_samples/sample778.jpg differ
diff --git a/batch112/training_samples/sample779.jpg b/batch112/training_samples/sample779.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7ab326a6315eb4e1e5c25899f14db3d5d2a18d16
Binary files /dev/null and b/batch112/training_samples/sample779.jpg differ
diff --git a/batch112/training_samples/sample78.jpg b/batch112/training_samples/sample78.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..45f2104499d39fa717340962289d7834c4611c3d
Binary files /dev/null and b/batch112/training_samples/sample78.jpg differ
diff --git a/batch112/training_samples/sample780.jpg b/batch112/training_samples/sample780.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..02b7674659291f8e6c3956797b42768c8d003214
Binary files /dev/null and b/batch112/training_samples/sample780.jpg differ
diff --git a/batch112/training_samples/sample781.jpg b/batch112/training_samples/sample781.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b3fc0445799f8c54204f07d3ffb7b2b6d206ea8b
Binary files /dev/null and b/batch112/training_samples/sample781.jpg differ
diff --git a/batch112/training_samples/sample782.jpg b/batch112/training_samples/sample782.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9962f960afd35564138ffc848d50bcb6b9a61c74
Binary files /dev/null and b/batch112/training_samples/sample782.jpg differ
diff --git a/batch112/training_samples/sample783.jpg b/batch112/training_samples/sample783.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b7a74052a5af1448e19df3bade77b9036d7542cb
Binary files /dev/null and b/batch112/training_samples/sample783.jpg differ
diff --git a/batch112/training_samples/sample784.jpg b/batch112/training_samples/sample784.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7bbd7c1a3b077c1c163e5689943eb51eb64f6d8e
Binary files /dev/null and b/batch112/training_samples/sample784.jpg differ
diff --git a/batch112/training_samples/sample785.jpg b/batch112/training_samples/sample785.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9a74b8788cf4a839a99084f93e90f790a388560e
Binary files /dev/null and b/batch112/training_samples/sample785.jpg differ
diff --git a/batch112/training_samples/sample786.jpg b/batch112/training_samples/sample786.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..db250675fd3ed8b7c5de587f6cf2ae151e861369
Binary files /dev/null and b/batch112/training_samples/sample786.jpg differ
diff --git a/batch112/training_samples/sample787.jpg b/batch112/training_samples/sample787.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..84a238de5b19ce24b458b0e6bd2e0d6eec420b71
Binary files /dev/null and b/batch112/training_samples/sample787.jpg differ
diff --git a/batch112/training_samples/sample788.jpg b/batch112/training_samples/sample788.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..dce349be9b83577b08672a3e3573fc3c9edd4f9d
Binary files /dev/null and b/batch112/training_samples/sample788.jpg differ
diff --git a/batch112/training_samples/sample789.jpg b/batch112/training_samples/sample789.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..32386f7d116664341929be2858854fd1d7938b91
Binary files /dev/null and b/batch112/training_samples/sample789.jpg differ
diff --git a/batch112/training_samples/sample79.jpg b/batch112/training_samples/sample79.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..626513b7c0eb379abaf4d18fa464023741c1b150
Binary files /dev/null and b/batch112/training_samples/sample79.jpg differ
diff --git a/batch112/training_samples/sample790.jpg b/batch112/training_samples/sample790.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3903fd27ecff2d9803d68ffa9bf7ad9ae600839c
Binary files /dev/null and b/batch112/training_samples/sample790.jpg differ
diff --git a/batch112/training_samples/sample791.jpg b/batch112/training_samples/sample791.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1b0c4b0ee7a9043b0d88bafdd3ddfa25a8ceb78a
Binary files /dev/null and b/batch112/training_samples/sample791.jpg differ
diff --git a/batch112/training_samples/sample792.jpg b/batch112/training_samples/sample792.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..712928ac1db1ea0d8583e55d55f0ba63df0c2d50
Binary files /dev/null and b/batch112/training_samples/sample792.jpg differ
diff --git a/batch112/training_samples/sample793.jpg b/batch112/training_samples/sample793.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..70d1bccc22b7627918582abbf2af46b33d38186a
Binary files /dev/null and b/batch112/training_samples/sample793.jpg differ
diff --git a/batch112/training_samples/sample794.jpg b/batch112/training_samples/sample794.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bec557e51540bb8efb0103461ae5c2b88e7fea0b
Binary files /dev/null and b/batch112/training_samples/sample794.jpg differ
diff --git a/batch112/training_samples/sample795.jpg b/batch112/training_samples/sample795.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e1d7d412504b467e8dd3f472fcd072da1326617f
Binary files /dev/null and b/batch112/training_samples/sample795.jpg differ
diff --git a/batch112/training_samples/sample796.jpg b/batch112/training_samples/sample796.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0b8c17a46c3fa8223b58137b57d5c901ba11c73d
Binary files /dev/null and b/batch112/training_samples/sample796.jpg differ
diff --git a/batch112/training_samples/sample797.jpg b/batch112/training_samples/sample797.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6db89c11ebc73d3fa0c2db8b91b7102f63d0e365
Binary files /dev/null and b/batch112/training_samples/sample797.jpg differ
diff --git a/batch112/training_samples/sample798.jpg b/batch112/training_samples/sample798.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..38e36abbfa9eb76bb2a14f6076fea9f31330bffe
Binary files /dev/null and b/batch112/training_samples/sample798.jpg differ
diff --git a/batch112/training_samples/sample799.jpg b/batch112/training_samples/sample799.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..af88c89284904146cde36d9d3f49f2232dbf818f
Binary files /dev/null and b/batch112/training_samples/sample799.jpg differ
diff --git a/batch112/training_samples/sample8.jpg b/batch112/training_samples/sample8.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3c99882d775a6a9cd8b7eea01aa45a1948c2faa2
Binary files /dev/null and b/batch112/training_samples/sample8.jpg differ
diff --git a/batch112/training_samples/sample80.jpg b/batch112/training_samples/sample80.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2f590f6c8419360341253fcb909ef81995173967
Binary files /dev/null and b/batch112/training_samples/sample80.jpg differ
diff --git a/batch112/training_samples/sample800.jpg b/batch112/training_samples/sample800.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..09a9cd5a11a348da4b039e32783986acb45b82c0
Binary files /dev/null and b/batch112/training_samples/sample800.jpg differ
diff --git a/batch112/training_samples/sample801.jpg b/batch112/training_samples/sample801.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bd748c6b7a9215a1fd93a57e31c86c8895527ae5
Binary files /dev/null and b/batch112/training_samples/sample801.jpg differ
diff --git a/batch112/training_samples/sample802.jpg b/batch112/training_samples/sample802.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a0a1c3beb49b94ae08c625ba1cb327676aed6e3d
Binary files /dev/null and b/batch112/training_samples/sample802.jpg differ
diff --git a/batch112/training_samples/sample803.jpg b/batch112/training_samples/sample803.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..63585a4a25c59a4208b22ff904c01af1e4a1fee9
Binary files /dev/null and b/batch112/training_samples/sample803.jpg differ
diff --git a/batch112/training_samples/sample804.jpg b/batch112/training_samples/sample804.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e9b040424ab81181f33ee4b1e15d0a47c09638a8
Binary files /dev/null and b/batch112/training_samples/sample804.jpg differ
diff --git a/batch112/training_samples/sample805.jpg b/batch112/training_samples/sample805.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3e53d92c63906a7009762041f33e4d90352ac57f
Binary files /dev/null and b/batch112/training_samples/sample805.jpg differ
diff --git a/batch112/training_samples/sample806.jpg b/batch112/training_samples/sample806.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..67314dbb5e9e6fe0d4a6a23dad09148e7023dfcb
Binary files /dev/null and b/batch112/training_samples/sample806.jpg differ
diff --git a/batch112/training_samples/sample807.jpg b/batch112/training_samples/sample807.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..56d7566b12198b4911f45e930d567d655c7e6c24
Binary files /dev/null and b/batch112/training_samples/sample807.jpg differ
diff --git a/batch112/training_samples/sample808.jpg b/batch112/training_samples/sample808.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..68393a425b0de9794262d0973ec115b834e6bc4e
Binary files /dev/null and b/batch112/training_samples/sample808.jpg differ
diff --git a/batch112/training_samples/sample809.jpg b/batch112/training_samples/sample809.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..afa04f3fae9a614ae4009320ddadb5f091ad275c
Binary files /dev/null and b/batch112/training_samples/sample809.jpg differ
diff --git a/batch112/training_samples/sample81.jpg b/batch112/training_samples/sample81.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d99482601c6b3565b14c4b3916a68109d36e803c
Binary files /dev/null and b/batch112/training_samples/sample81.jpg differ
diff --git a/batch112/training_samples/sample810.jpg b/batch112/training_samples/sample810.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3a8123b8d41b2ac69638043607a21bd11b435cd4
Binary files /dev/null and b/batch112/training_samples/sample810.jpg differ
diff --git a/batch112/training_samples/sample811.jpg b/batch112/training_samples/sample811.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b082070144994577d971136810261582aef2cb2e
Binary files /dev/null and b/batch112/training_samples/sample811.jpg differ
diff --git a/batch112/training_samples/sample812.jpg b/batch112/training_samples/sample812.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8277deb2c70c7b2ca8028271219a1fa4203acb8c
Binary files /dev/null and b/batch112/training_samples/sample812.jpg differ
diff --git a/batch112/training_samples/sample813.jpg b/batch112/training_samples/sample813.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..236efe5504ed6a298c5c25482ae2c14a1bfceaac
Binary files /dev/null and b/batch112/training_samples/sample813.jpg differ
diff --git a/batch112/training_samples/sample814.jpg b/batch112/training_samples/sample814.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f8a991666e8269d9342445fdad039f3202ef4ea1
Binary files /dev/null and b/batch112/training_samples/sample814.jpg differ
diff --git a/batch112/training_samples/sample815.jpg b/batch112/training_samples/sample815.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9861fade9cae81bc32ad7bf45568bf59dd35e5dc
Binary files /dev/null and b/batch112/training_samples/sample815.jpg differ
diff --git a/batch112/training_samples/sample816.jpg b/batch112/training_samples/sample816.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e321143da8d967cc07f2a18bdd891c290f9aa046
Binary files /dev/null and b/batch112/training_samples/sample816.jpg differ
diff --git a/batch112/training_samples/sample817.jpg b/batch112/training_samples/sample817.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ba3867721e139beca24092347058ef7d482ccbe7
Binary files /dev/null and b/batch112/training_samples/sample817.jpg differ
diff --git a/batch112/training_samples/sample818.jpg b/batch112/training_samples/sample818.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1d6788ca44430006d51add00c788dca8b9cd2bcb
Binary files /dev/null and b/batch112/training_samples/sample818.jpg differ
diff --git a/batch112/training_samples/sample819.jpg b/batch112/training_samples/sample819.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bcdd82e94fe84cbceb24dd866b4d482203910597
Binary files /dev/null and b/batch112/training_samples/sample819.jpg differ
diff --git a/batch112/training_samples/sample82.jpg b/batch112/training_samples/sample82.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e506a9b6c345f58f8303118e7cec3ff76241063c
Binary files /dev/null and b/batch112/training_samples/sample82.jpg differ
diff --git a/batch112/training_samples/sample820.jpg b/batch112/training_samples/sample820.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a0a10715cab51e69dbca42d8fb5efffe340b718d
Binary files /dev/null and b/batch112/training_samples/sample820.jpg differ
diff --git a/batch112/training_samples/sample821.jpg b/batch112/training_samples/sample821.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..745c3c73ceb164dd68ed3c611ea1f404e3f7433e
Binary files /dev/null and b/batch112/training_samples/sample821.jpg differ
diff --git a/batch112/training_samples/sample822.jpg b/batch112/training_samples/sample822.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..762b4e9e3b698eea5823c62bbd67ac811337c23b
Binary files /dev/null and b/batch112/training_samples/sample822.jpg differ
diff --git a/batch112/training_samples/sample823.jpg b/batch112/training_samples/sample823.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0dda343c9ced9af36e1a019841b93ece190c7096
Binary files /dev/null and b/batch112/training_samples/sample823.jpg differ
diff --git a/batch112/training_samples/sample824.jpg b/batch112/training_samples/sample824.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0b986b1e3ce8edf5a0c286d3e978d9e7eaa718a7
Binary files /dev/null and b/batch112/training_samples/sample824.jpg differ
diff --git a/batch112/training_samples/sample825.jpg b/batch112/training_samples/sample825.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6b072fec583f88801820bfbafc7e88a0c529e772
Binary files /dev/null and b/batch112/training_samples/sample825.jpg differ
diff --git a/batch112/training_samples/sample826.jpg b/batch112/training_samples/sample826.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f65156738f94f9451a818269135cf9306f7b3d0d
Binary files /dev/null and b/batch112/training_samples/sample826.jpg differ
diff --git a/batch112/training_samples/sample827.jpg b/batch112/training_samples/sample827.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..72da9fcf47e5a2c038c0cb85d9fb15fb58f8f82f
Binary files /dev/null and b/batch112/training_samples/sample827.jpg differ
diff --git a/batch112/training_samples/sample828.jpg b/batch112/training_samples/sample828.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..951c3c7d612bcbe162b206e79f03c137e56c734c
Binary files /dev/null and b/batch112/training_samples/sample828.jpg differ
diff --git a/batch112/training_samples/sample829.jpg b/batch112/training_samples/sample829.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a2714c45a6ba27eafcfa38c9a6d60ab64e631ac3
Binary files /dev/null and b/batch112/training_samples/sample829.jpg differ
diff --git a/batch112/training_samples/sample83.jpg b/batch112/training_samples/sample83.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1ae288c1193365fc28ba5eea4dc8c3ea7e7913c3
Binary files /dev/null and b/batch112/training_samples/sample83.jpg differ
diff --git a/batch112/training_samples/sample830.jpg b/batch112/training_samples/sample830.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d68175ab5d25d731201566881f446288e7abefaa
Binary files /dev/null and b/batch112/training_samples/sample830.jpg differ
diff --git a/batch112/training_samples/sample831.jpg b/batch112/training_samples/sample831.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9efdd6ccfb854f579c7af894b114eab65ea36e7b
Binary files /dev/null and b/batch112/training_samples/sample831.jpg differ
diff --git a/batch112/training_samples/sample832.jpg b/batch112/training_samples/sample832.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d6402b68d247e64d0b01830530c6463d82e8e1be
Binary files /dev/null and b/batch112/training_samples/sample832.jpg differ
diff --git a/batch112/training_samples/sample833.jpg b/batch112/training_samples/sample833.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9a1ce9e0e45ce41b8b6fd5c28dcacedae87a2592
Binary files /dev/null and b/batch112/training_samples/sample833.jpg differ
diff --git a/batch112/training_samples/sample834.jpg b/batch112/training_samples/sample834.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bff3c8314908a00b3eee750944fa4744122e4ad9
Binary files /dev/null and b/batch112/training_samples/sample834.jpg differ
diff --git a/batch112/training_samples/sample835.jpg b/batch112/training_samples/sample835.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f0ec90efd79135b40da320d38593e95690c0108c
Binary files /dev/null and b/batch112/training_samples/sample835.jpg differ
diff --git a/batch112/training_samples/sample836.jpg b/batch112/training_samples/sample836.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9b23e2d3a0e971d6ed0f078854a43587246157a5
Binary files /dev/null and b/batch112/training_samples/sample836.jpg differ
diff --git a/batch112/training_samples/sample837.jpg b/batch112/training_samples/sample837.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..44b4993d9154b5e5f2b671ea6f3756089f435ac5
Binary files /dev/null and b/batch112/training_samples/sample837.jpg differ
diff --git a/batch112/training_samples/sample838.jpg b/batch112/training_samples/sample838.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..703c93db93256d4d5e9bdb314883e2548e897cf6
Binary files /dev/null and b/batch112/training_samples/sample838.jpg differ
diff --git a/batch112/training_samples/sample839.jpg b/batch112/training_samples/sample839.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0c5d80a6bc4050c7c8b03c2adb3d9cf03a8533c6
Binary files /dev/null and b/batch112/training_samples/sample839.jpg differ
diff --git a/batch112/training_samples/sample84.jpg b/batch112/training_samples/sample84.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..daa8495b8f76a7b7613d52ad59a77173decf3960
Binary files /dev/null and b/batch112/training_samples/sample84.jpg differ
diff --git a/batch112/training_samples/sample840.jpg b/batch112/training_samples/sample840.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..af663f961dd2043e9d366fea5c8c8b829b8d71ba
Binary files /dev/null and b/batch112/training_samples/sample840.jpg differ
diff --git a/batch112/training_samples/sample841.jpg b/batch112/training_samples/sample841.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7ed267156e4a47f26d8098ee352eee952567f3a0
Binary files /dev/null and b/batch112/training_samples/sample841.jpg differ
diff --git a/batch112/training_samples/sample842.jpg b/batch112/training_samples/sample842.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fec5b3e47754fcb86fee47162cac2812a53ee73d
Binary files /dev/null and b/batch112/training_samples/sample842.jpg differ
diff --git a/batch112/training_samples/sample843.jpg b/batch112/training_samples/sample843.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..33facaddd46723c2aae7f93ddbcb8ab0c0c1f051
Binary files /dev/null and b/batch112/training_samples/sample843.jpg differ
diff --git a/batch112/training_samples/sample844.jpg b/batch112/training_samples/sample844.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7532c4d2ea33e70fa5e2a496473f9dfc2890f83e
Binary files /dev/null and b/batch112/training_samples/sample844.jpg differ
diff --git a/batch112/training_samples/sample845.jpg b/batch112/training_samples/sample845.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b8ffe26e4a9222935533bdf3be01e564acb4296b
Binary files /dev/null and b/batch112/training_samples/sample845.jpg differ
diff --git a/batch112/training_samples/sample846.jpg b/batch112/training_samples/sample846.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..07e8474b9eeed2b7ae111017f680b4d77379a4de
Binary files /dev/null and b/batch112/training_samples/sample846.jpg differ
diff --git a/batch112/training_samples/sample847.jpg b/batch112/training_samples/sample847.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..90674f1f19c3a527a79a1e4d7e3ab49760da0a8f
Binary files /dev/null and b/batch112/training_samples/sample847.jpg differ
diff --git a/batch112/training_samples/sample848.jpg b/batch112/training_samples/sample848.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..52f1a66702b6e173c8c4a1d30f1d3eb8432165dc
Binary files /dev/null and b/batch112/training_samples/sample848.jpg differ
diff --git a/batch112/training_samples/sample849.jpg b/batch112/training_samples/sample849.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..101c62fde8b57c8629fc3ca6c2bd55e0065434c7
Binary files /dev/null and b/batch112/training_samples/sample849.jpg differ
diff --git a/batch112/training_samples/sample85.jpg b/batch112/training_samples/sample85.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d20b1da1cc472c8e85384b8477aed9869ae54f0b
Binary files /dev/null and b/batch112/training_samples/sample85.jpg differ
diff --git a/batch112/training_samples/sample850.jpg b/batch112/training_samples/sample850.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4dd812d2c0a927323d208937d1f76ef9aea1faba
Binary files /dev/null and b/batch112/training_samples/sample850.jpg differ
diff --git a/batch112/training_samples/sample851.jpg b/batch112/training_samples/sample851.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3e1a371992175206c39c26bdce3105df4138eb62
Binary files /dev/null and b/batch112/training_samples/sample851.jpg differ
diff --git a/batch112/training_samples/sample852.jpg b/batch112/training_samples/sample852.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c6f8493522eb81f25fee027af665201f99b1dd64
Binary files /dev/null and b/batch112/training_samples/sample852.jpg differ
diff --git a/batch112/training_samples/sample853.jpg b/batch112/training_samples/sample853.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..80aff0ea4d93e86bc0cd530050541edaf70bdfa1
Binary files /dev/null and b/batch112/training_samples/sample853.jpg differ
diff --git a/batch112/training_samples/sample854.jpg b/batch112/training_samples/sample854.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..57fef6f65e22a8bad40ff7db4cf2e648527b4c64
Binary files /dev/null and b/batch112/training_samples/sample854.jpg differ
diff --git a/batch112/training_samples/sample855.jpg b/batch112/training_samples/sample855.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9c6e1e08a1232264b11369591bca133b1618263e
Binary files /dev/null and b/batch112/training_samples/sample855.jpg differ
diff --git a/batch112/training_samples/sample856.jpg b/batch112/training_samples/sample856.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..45478af52e4c0193fc62d8c8f26d513ddcf1f62c
Binary files /dev/null and b/batch112/training_samples/sample856.jpg differ
diff --git a/batch112/training_samples/sample857.jpg b/batch112/training_samples/sample857.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..391e5f5faa91cb0e7282c84077eb6acc8161cc90
Binary files /dev/null and b/batch112/training_samples/sample857.jpg differ
diff --git a/batch112/training_samples/sample858.jpg b/batch112/training_samples/sample858.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d9fe0aed4f005df85e9603921bb7b612f2691f73
Binary files /dev/null and b/batch112/training_samples/sample858.jpg differ
diff --git a/batch112/training_samples/sample859.jpg b/batch112/training_samples/sample859.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2ab1666a23680185b386bffd8a6363bac55daf70
Binary files /dev/null and b/batch112/training_samples/sample859.jpg differ
diff --git a/batch112/training_samples/sample86.jpg b/batch112/training_samples/sample86.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..de9a5cb5175d651033a34246617d52868784f0d8
Binary files /dev/null and b/batch112/training_samples/sample86.jpg differ
diff --git a/batch112/training_samples/sample860.jpg b/batch112/training_samples/sample860.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bebc7f8fe5cb2a848c5f3967e21b40c4351e7afe
Binary files /dev/null and b/batch112/training_samples/sample860.jpg differ
diff --git a/batch112/training_samples/sample861.jpg b/batch112/training_samples/sample861.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..cd1e0656848c4227bb38a009323d525e74272f51
Binary files /dev/null and b/batch112/training_samples/sample861.jpg differ
diff --git a/batch112/training_samples/sample862.jpg b/batch112/training_samples/sample862.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..292a3f982ccb937aa60207e940926dad0d4da10b
Binary files /dev/null and b/batch112/training_samples/sample862.jpg differ
diff --git a/batch112/training_samples/sample863.jpg b/batch112/training_samples/sample863.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e3e2b171eabf7781b655fc13b2597359e5d119ef
Binary files /dev/null and b/batch112/training_samples/sample863.jpg differ
diff --git a/batch112/training_samples/sample864.jpg b/batch112/training_samples/sample864.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..05372f70d7cdfb2594f7bf588a25208956f8fe4b
Binary files /dev/null and b/batch112/training_samples/sample864.jpg differ
diff --git a/batch112/training_samples/sample865.jpg b/batch112/training_samples/sample865.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..aab9fedbd3a50c0cb8f8df64fe2f7ba07db8b7d4
Binary files /dev/null and b/batch112/training_samples/sample865.jpg differ
diff --git a/batch112/training_samples/sample866.jpg b/batch112/training_samples/sample866.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..977e6e6b4a745fe7e675ca6816b3173f8eb72c1a
Binary files /dev/null and b/batch112/training_samples/sample866.jpg differ
diff --git a/batch112/training_samples/sample867.jpg b/batch112/training_samples/sample867.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..96bdc52ef1da3dbc30edf7b919f8755d251d8084
Binary files /dev/null and b/batch112/training_samples/sample867.jpg differ
diff --git a/batch112/training_samples/sample868.jpg b/batch112/training_samples/sample868.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f31c17e8fdc8383ca87647d18c89e469dcab1d62
Binary files /dev/null and b/batch112/training_samples/sample868.jpg differ
diff --git a/batch112/training_samples/sample869.jpg b/batch112/training_samples/sample869.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..016b5a2631b224b35906608901feb4c8eae74ac4
Binary files /dev/null and b/batch112/training_samples/sample869.jpg differ
diff --git a/batch112/training_samples/sample87.jpg b/batch112/training_samples/sample87.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..beb05bf679c9786324ecedb081eb140e65f9998f
Binary files /dev/null and b/batch112/training_samples/sample87.jpg differ
diff --git a/batch112/training_samples/sample870.jpg b/batch112/training_samples/sample870.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3503b282e758901cd4888899183c572d0d8c7cfd
Binary files /dev/null and b/batch112/training_samples/sample870.jpg differ
diff --git a/batch112/training_samples/sample871.jpg b/batch112/training_samples/sample871.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..cf3293029fe4658184e124dec1c33d3ecc70c63a
Binary files /dev/null and b/batch112/training_samples/sample871.jpg differ
diff --git a/batch112/training_samples/sample872.jpg b/batch112/training_samples/sample872.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..45b2ec0c441d1ad05a0265fd0a0280a299b3e40f
Binary files /dev/null and b/batch112/training_samples/sample872.jpg differ
diff --git a/batch112/training_samples/sample873.jpg b/batch112/training_samples/sample873.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0bd32866698f9a521939090ab39b6fb0ef8e040e
Binary files /dev/null and b/batch112/training_samples/sample873.jpg differ
diff --git a/batch112/training_samples/sample874.jpg b/batch112/training_samples/sample874.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2ceec1d2be43cd1984041f93ec760f37e41db27f
Binary files /dev/null and b/batch112/training_samples/sample874.jpg differ
diff --git a/batch112/training_samples/sample875.jpg b/batch112/training_samples/sample875.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..080c90d091f8d71ab256d9aef74fcad5947b989c
Binary files /dev/null and b/batch112/training_samples/sample875.jpg differ
diff --git a/batch112/training_samples/sample876.jpg b/batch112/training_samples/sample876.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..564dcf34e11f96e8a2b5cee25df5527b696402ba
Binary files /dev/null and b/batch112/training_samples/sample876.jpg differ
diff --git a/batch112/training_samples/sample877.jpg b/batch112/training_samples/sample877.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..46b9d81f1d224827372929c8535ba1d03977eb77
Binary files /dev/null and b/batch112/training_samples/sample877.jpg differ
diff --git a/batch112/training_samples/sample878.jpg b/batch112/training_samples/sample878.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b84a8aed0165f0e833505fe0e7dbe5e4d4d86a12
Binary files /dev/null and b/batch112/training_samples/sample878.jpg differ
diff --git a/batch112/training_samples/sample879.jpg b/batch112/training_samples/sample879.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..cbc4beeb0facb639feb71b8d43b3c09bf5a58132
Binary files /dev/null and b/batch112/training_samples/sample879.jpg differ
diff --git a/batch112/training_samples/sample88.jpg b/batch112/training_samples/sample88.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..95500222a05d704b7b278d125882ea757e3b7394
Binary files /dev/null and b/batch112/training_samples/sample88.jpg differ
diff --git a/batch112/training_samples/sample880.jpg b/batch112/training_samples/sample880.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f67e51a20721598d784b77bb6aa50b46ace1b712
Binary files /dev/null and b/batch112/training_samples/sample880.jpg differ
diff --git a/batch112/training_samples/sample881.jpg b/batch112/training_samples/sample881.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ca982471a93a87ff234c6a8e34c109ba3ac069aa
Binary files /dev/null and b/batch112/training_samples/sample881.jpg differ
diff --git a/batch112/training_samples/sample882.jpg b/batch112/training_samples/sample882.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ea471252b87ba375c54eda48db3d650e60583efc
Binary files /dev/null and b/batch112/training_samples/sample882.jpg differ
diff --git a/batch112/training_samples/sample883.jpg b/batch112/training_samples/sample883.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a2ca74ea27eff28ce7457d376c0e3027e49c9a47
Binary files /dev/null and b/batch112/training_samples/sample883.jpg differ
diff --git a/batch112/training_samples/sample884.jpg b/batch112/training_samples/sample884.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..87fa7e0b6a25362944c5e642aedae5727bc62f31
Binary files /dev/null and b/batch112/training_samples/sample884.jpg differ
diff --git a/batch112/training_samples/sample885.jpg b/batch112/training_samples/sample885.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..82ae06f446d875e476fb572c3331b530fcbcb76f
Binary files /dev/null and b/batch112/training_samples/sample885.jpg differ
diff --git a/batch112/training_samples/sample886.jpg b/batch112/training_samples/sample886.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6f0a57847d4194a78634fb4409c3dd7371b3acc9
Binary files /dev/null and b/batch112/training_samples/sample886.jpg differ
diff --git a/batch112/training_samples/sample887.jpg b/batch112/training_samples/sample887.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7b944d789a22af4171ffbb8fe25885e7e75de3af
Binary files /dev/null and b/batch112/training_samples/sample887.jpg differ
diff --git a/batch112/training_samples/sample888.jpg b/batch112/training_samples/sample888.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d331f2e45e9b8ff70346b167238486b5cd01383a
Binary files /dev/null and b/batch112/training_samples/sample888.jpg differ
diff --git a/batch112/training_samples/sample889.jpg b/batch112/training_samples/sample889.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..06fbc0467da9eaa35ac2472c7d78f6d375bb2dcb
Binary files /dev/null and b/batch112/training_samples/sample889.jpg differ
diff --git a/batch112/training_samples/sample89.jpg b/batch112/training_samples/sample89.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..131871f7c464113c8afdcf814f8901e2f5b63be7
Binary files /dev/null and b/batch112/training_samples/sample89.jpg differ
diff --git a/batch112/training_samples/sample890.jpg b/batch112/training_samples/sample890.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..18a47c49405c112b7a06efb19f3d706dc5c9bf9e
Binary files /dev/null and b/batch112/training_samples/sample890.jpg differ
diff --git a/batch112/training_samples/sample891.jpg b/batch112/training_samples/sample891.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..620ad7cb3defd96a86dbe2106cc8a07151351b87
Binary files /dev/null and b/batch112/training_samples/sample891.jpg differ
diff --git a/batch112/training_samples/sample892.jpg b/batch112/training_samples/sample892.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..089b1038a30dd2800415cc32e27a5de72df5ab86
Binary files /dev/null and b/batch112/training_samples/sample892.jpg differ
diff --git a/batch112/training_samples/sample893.jpg b/batch112/training_samples/sample893.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8958b9634d523f0bce41dc06e52aba4917983482
Binary files /dev/null and b/batch112/training_samples/sample893.jpg differ
diff --git a/batch112/training_samples/sample894.jpg b/batch112/training_samples/sample894.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7efc35b5a3215c6d0f09a5239d294c8b8159b517
Binary files /dev/null and b/batch112/training_samples/sample894.jpg differ
diff --git a/batch112/training_samples/sample895.jpg b/batch112/training_samples/sample895.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..350f1a263be2cc20e0f6b48a59ce4be7a0a18969
Binary files /dev/null and b/batch112/training_samples/sample895.jpg differ
diff --git a/batch112/training_samples/sample896.jpg b/batch112/training_samples/sample896.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..dde05336f0da73e9f03cee7fa227ec73da324cb7
Binary files /dev/null and b/batch112/training_samples/sample896.jpg differ
diff --git a/batch112/training_samples/sample897.jpg b/batch112/training_samples/sample897.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..dbf557f640516809e28cd42d4f77e075ecb98554
Binary files /dev/null and b/batch112/training_samples/sample897.jpg differ
diff --git a/batch112/training_samples/sample898.jpg b/batch112/training_samples/sample898.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8dd09f00bbf435a74ac0022964974379f76999d7
Binary files /dev/null and b/batch112/training_samples/sample898.jpg differ
diff --git a/batch112/training_samples/sample899.jpg b/batch112/training_samples/sample899.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..41207d931241984c44456f1b498ca8572bf22a9c
Binary files /dev/null and b/batch112/training_samples/sample899.jpg differ
diff --git a/batch112/training_samples/sample9.jpg b/batch112/training_samples/sample9.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5c09d80436c2627cffa718ad6832f2f66ac3859d
Binary files /dev/null and b/batch112/training_samples/sample9.jpg differ
diff --git a/batch112/training_samples/sample90.jpg b/batch112/training_samples/sample90.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ccb63bae5f35f199771da983350e71d00aa69446
Binary files /dev/null and b/batch112/training_samples/sample90.jpg differ
diff --git a/batch112/training_samples/sample900.jpg b/batch112/training_samples/sample900.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ad278bbe4cd8960d8ddfb191e68ba6e428ba478f
Binary files /dev/null and b/batch112/training_samples/sample900.jpg differ
diff --git a/batch112/training_samples/sample901.jpg b/batch112/training_samples/sample901.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2b2fab101b27813d7f3be93cc58b6c34537f331f
Binary files /dev/null and b/batch112/training_samples/sample901.jpg differ
diff --git a/batch112/training_samples/sample902.jpg b/batch112/training_samples/sample902.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2580e20ff259fa01a2708c771f44d65c5e08e907
Binary files /dev/null and b/batch112/training_samples/sample902.jpg differ
diff --git a/batch112/training_samples/sample903.jpg b/batch112/training_samples/sample903.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..81b8dd4ddc8edade3165507b114dd55217098f5b
Binary files /dev/null and b/batch112/training_samples/sample903.jpg differ
diff --git a/batch112/training_samples/sample904.jpg b/batch112/training_samples/sample904.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3895f422bb53ff964906faa979be9d3dc85d98f4
Binary files /dev/null and b/batch112/training_samples/sample904.jpg differ
diff --git a/batch112/training_samples/sample905.jpg b/batch112/training_samples/sample905.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..79e1d71ff68e9a6efb058f7b556cda4af9b1f702
Binary files /dev/null and b/batch112/training_samples/sample905.jpg differ
diff --git a/batch112/training_samples/sample906.jpg b/batch112/training_samples/sample906.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bcfdcf0682a08a934b32036bfe23b4e62b15ac6f
Binary files /dev/null and b/batch112/training_samples/sample906.jpg differ
diff --git a/batch112/training_samples/sample907.jpg b/batch112/training_samples/sample907.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a502c93bfd78eb5f9cae9d8ed3910504bd702ab6
Binary files /dev/null and b/batch112/training_samples/sample907.jpg differ
diff --git a/batch112/training_samples/sample908.jpg b/batch112/training_samples/sample908.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d65e797722f0b18770421208f9db5b2ce2f75c46
Binary files /dev/null and b/batch112/training_samples/sample908.jpg differ
diff --git a/batch112/training_samples/sample909.jpg b/batch112/training_samples/sample909.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d6c70550b4a796f1975f7fcc4ce46baef6d914d9
Binary files /dev/null and b/batch112/training_samples/sample909.jpg differ
diff --git a/batch112/training_samples/sample91.jpg b/batch112/training_samples/sample91.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7d154956a7cc86b2436efa89d2a2b7c89324b34c
Binary files /dev/null and b/batch112/training_samples/sample91.jpg differ
diff --git a/batch112/training_samples/sample910.jpg b/batch112/training_samples/sample910.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8e40031ac413d914c29e14e01339cfb9de4d774f
Binary files /dev/null and b/batch112/training_samples/sample910.jpg differ
diff --git a/batch112/training_samples/sample911.jpg b/batch112/training_samples/sample911.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d4131b79c16aae71b5539aeae068daa563703a03
Binary files /dev/null and b/batch112/training_samples/sample911.jpg differ
diff --git a/batch112/training_samples/sample912.jpg b/batch112/training_samples/sample912.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b1bda7def6cbe1a42d62790245cf0cb938cfc0a5
Binary files /dev/null and b/batch112/training_samples/sample912.jpg differ
diff --git a/batch112/training_samples/sample913.jpg b/batch112/training_samples/sample913.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..42917b79079c236f29ca81cb0e457f1b12e4819c
Binary files /dev/null and b/batch112/training_samples/sample913.jpg differ
diff --git a/batch112/training_samples/sample914.jpg b/batch112/training_samples/sample914.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a50990d39059942518a3545fbadc36141b765923
Binary files /dev/null and b/batch112/training_samples/sample914.jpg differ
diff --git a/batch112/training_samples/sample915.jpg b/batch112/training_samples/sample915.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5383345abdbe46f26d8f5e7f59adb2365806fbbe
Binary files /dev/null and b/batch112/training_samples/sample915.jpg differ
diff --git a/batch112/training_samples/sample916.jpg b/batch112/training_samples/sample916.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..7f9b211e4a21768b2c1dc4927c31a9144f5ad85d
Binary files /dev/null and b/batch112/training_samples/sample916.jpg differ
diff --git a/batch112/training_samples/sample917.jpg b/batch112/training_samples/sample917.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a2e270bd59f265e7df3c04535def03cfb363a62d
Binary files /dev/null and b/batch112/training_samples/sample917.jpg differ
diff --git a/batch112/training_samples/sample918.jpg b/batch112/training_samples/sample918.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..cabf6146314fdccaa7c4c10ae09a1ea7edf2618e
Binary files /dev/null and b/batch112/training_samples/sample918.jpg differ
diff --git a/batch112/training_samples/sample919.jpg b/batch112/training_samples/sample919.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..afebb1db3687b25b4c391257589fc105b98a0136
Binary files /dev/null and b/batch112/training_samples/sample919.jpg differ
diff --git a/batch112/training_samples/sample92.jpg b/batch112/training_samples/sample92.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..28d0a42c3b4919fee4821e9f83b2afadf7e3efcf
Binary files /dev/null and b/batch112/training_samples/sample92.jpg differ
diff --git a/batch112/training_samples/sample920.jpg b/batch112/training_samples/sample920.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c0be94e8ca8d7e5ec890b11bbe81ddafc205795d
Binary files /dev/null and b/batch112/training_samples/sample920.jpg differ
diff --git a/batch112/training_samples/sample921.jpg b/batch112/training_samples/sample921.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..608f16be752003dc03f75f1209d5be06c81e1566
Binary files /dev/null and b/batch112/training_samples/sample921.jpg differ
diff --git a/batch112/training_samples/sample922.jpg b/batch112/training_samples/sample922.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bc0d62c7ace48716a18b82d1755c3701a2c72709
Binary files /dev/null and b/batch112/training_samples/sample922.jpg differ
diff --git a/batch112/training_samples/sample923.jpg b/batch112/training_samples/sample923.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..15f55f2b7de8dfc16820996969d8e5bf41671e69
Binary files /dev/null and b/batch112/training_samples/sample923.jpg differ
diff --git a/batch112/training_samples/sample924.jpg b/batch112/training_samples/sample924.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..528ad99692beec93aec70520a9e19cbf649f00b7
Binary files /dev/null and b/batch112/training_samples/sample924.jpg differ
diff --git a/batch112/training_samples/sample925.jpg b/batch112/training_samples/sample925.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0da5d56248b79d9dcd08fd39bf6760d163ff641b
Binary files /dev/null and b/batch112/training_samples/sample925.jpg differ
diff --git a/batch112/training_samples/sample926.jpg b/batch112/training_samples/sample926.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..bdb72500e657209ad7666d169ce8e53dabbc45eb
Binary files /dev/null and b/batch112/training_samples/sample926.jpg differ
diff --git a/batch112/training_samples/sample927.jpg b/batch112/training_samples/sample927.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..080c00c3ceff3263b0d06ebc7d15855139932d50
Binary files /dev/null and b/batch112/training_samples/sample927.jpg differ
diff --git a/batch112/training_samples/sample928.jpg b/batch112/training_samples/sample928.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3ca249bee4effd1a259c502b7d7bbede679edb4a
Binary files /dev/null and b/batch112/training_samples/sample928.jpg differ
diff --git a/batch112/training_samples/sample929.jpg b/batch112/training_samples/sample929.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..cd2b0a8d61ef97c66110504b9e092660e06a7819
Binary files /dev/null and b/batch112/training_samples/sample929.jpg differ
diff --git a/batch112/training_samples/sample93.jpg b/batch112/training_samples/sample93.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b6e3b2263c3247200a1a23e25401433d6c95a9d3
Binary files /dev/null and b/batch112/training_samples/sample93.jpg differ
diff --git a/batch112/training_samples/sample930.jpg b/batch112/training_samples/sample930.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..94d5fd54897e7637fa7a941f4b144c26cee59a10
Binary files /dev/null and b/batch112/training_samples/sample930.jpg differ
diff --git a/batch112/training_samples/sample931.jpg b/batch112/training_samples/sample931.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9cd5f46901f4575eae50cf22047f4ee2610ab29b
Binary files /dev/null and b/batch112/training_samples/sample931.jpg differ
diff --git a/batch112/training_samples/sample932.jpg b/batch112/training_samples/sample932.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8ef5182fe23b8f6387046b06f6432c466c838885
Binary files /dev/null and b/batch112/training_samples/sample932.jpg differ
diff --git a/batch112/training_samples/sample933.jpg b/batch112/training_samples/sample933.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e7690cd678a6fbba33b752bf4b937ba7192adfd6
Binary files /dev/null and b/batch112/training_samples/sample933.jpg differ
diff --git a/batch112/training_samples/sample934.jpg b/batch112/training_samples/sample934.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d9a1539a62aa256b5284549dc72209c39d721476
Binary files /dev/null and b/batch112/training_samples/sample934.jpg differ
diff --git a/batch112/training_samples/sample935.jpg b/batch112/training_samples/sample935.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c19e0ac5f5788a906f9480f44ffa7b303c81d23e
Binary files /dev/null and b/batch112/training_samples/sample935.jpg differ
diff --git a/batch112/training_samples/sample936.jpg b/batch112/training_samples/sample936.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c4d278d077995fbbcc427ed8ebc80d2cbe3acd26
Binary files /dev/null and b/batch112/training_samples/sample936.jpg differ
diff --git a/batch112/training_samples/sample937.jpg b/batch112/training_samples/sample937.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..413b71278d3a509cb122f9494d94ff558770fe04
Binary files /dev/null and b/batch112/training_samples/sample937.jpg differ
diff --git a/batch112/training_samples/sample938.jpg b/batch112/training_samples/sample938.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8dd942d70000359cd3d010691878c5128643d736
Binary files /dev/null and b/batch112/training_samples/sample938.jpg differ
diff --git a/batch112/training_samples/sample939.jpg b/batch112/training_samples/sample939.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..64694dab2717e762a52104ecf042dbd784fd3df8
Binary files /dev/null and b/batch112/training_samples/sample939.jpg differ
diff --git a/batch112/training_samples/sample94.jpg b/batch112/training_samples/sample94.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..576fc462cb2c0da5f9d26a78d58240d9b8fbfe4a
Binary files /dev/null and b/batch112/training_samples/sample94.jpg differ
diff --git a/batch112/training_samples/sample940.jpg b/batch112/training_samples/sample940.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fb45f6e81e7287ba9d4da574eceed16b0f21cc4d
Binary files /dev/null and b/batch112/training_samples/sample940.jpg differ
diff --git a/batch112/training_samples/sample941.jpg b/batch112/training_samples/sample941.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2b956cd3d0a44cc05f61af586ef01a20fee353f7
Binary files /dev/null and b/batch112/training_samples/sample941.jpg differ
diff --git a/batch112/training_samples/sample942.jpg b/batch112/training_samples/sample942.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e116d5a1341197837fcd1d68b9e788aac8a2519a
Binary files /dev/null and b/batch112/training_samples/sample942.jpg differ
diff --git a/batch112/training_samples/sample943.jpg b/batch112/training_samples/sample943.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..04a93167a126ec18101baa5f95949a18281ffb51
Binary files /dev/null and b/batch112/training_samples/sample943.jpg differ
diff --git a/batch112/training_samples/sample944.jpg b/batch112/training_samples/sample944.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..cb2fbf1e0af81c571dae657ce9833075856ee4b7
Binary files /dev/null and b/batch112/training_samples/sample944.jpg differ
diff --git a/batch112/training_samples/sample945.jpg b/batch112/training_samples/sample945.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1ebbbf17394fabad7d26a0a20c1de1bf53013a04
Binary files /dev/null and b/batch112/training_samples/sample945.jpg differ
diff --git a/batch112/training_samples/sample946.jpg b/batch112/training_samples/sample946.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..696d173a65f77dae950b8515a747021a303a001a
Binary files /dev/null and b/batch112/training_samples/sample946.jpg differ
diff --git a/batch112/training_samples/sample947.jpg b/batch112/training_samples/sample947.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1630c4a9822a8b29e516daebc646a7ce173d46da
Binary files /dev/null and b/batch112/training_samples/sample947.jpg differ
diff --git a/batch112/training_samples/sample948.jpg b/batch112/training_samples/sample948.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3d5c381208df2032434e159ec9c649d6f3b3ebe8
Binary files /dev/null and b/batch112/training_samples/sample948.jpg differ
diff --git a/batch112/training_samples/sample949.jpg b/batch112/training_samples/sample949.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..98d363b1083c83e3b1377700e8142f9e1eeaf3fd
Binary files /dev/null and b/batch112/training_samples/sample949.jpg differ
diff --git a/batch112/training_samples/sample95.jpg b/batch112/training_samples/sample95.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f3f89d0c491598a3444828da0bd440226ad20d27
Binary files /dev/null and b/batch112/training_samples/sample95.jpg differ
diff --git a/batch112/training_samples/sample950.jpg b/batch112/training_samples/sample950.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e61ecbe54cae1d09524dce0691fb4a8585b4d6d5
Binary files /dev/null and b/batch112/training_samples/sample950.jpg differ
diff --git a/batch112/training_samples/sample951.jpg b/batch112/training_samples/sample951.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..05d9b7e0664fda116b585ea58047f24e669c4f2b
Binary files /dev/null and b/batch112/training_samples/sample951.jpg differ
diff --git a/batch112/training_samples/sample952.jpg b/batch112/training_samples/sample952.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ff5f53299e36e6f468ea8ff372a26ec4affef385
Binary files /dev/null and b/batch112/training_samples/sample952.jpg differ
diff --git a/batch112/training_samples/sample953.jpg b/batch112/training_samples/sample953.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2ef35f8d342d8310e0f29443407ff8b8a0d7cf0b
Binary files /dev/null and b/batch112/training_samples/sample953.jpg differ
diff --git a/batch112/training_samples/sample954.jpg b/batch112/training_samples/sample954.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..ebae79baacdbd965fe47934c6cac58df8f785f8c
Binary files /dev/null and b/batch112/training_samples/sample954.jpg differ
diff --git a/batch112/training_samples/sample955.jpg b/batch112/training_samples/sample955.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2aa7bccb0340060106931931f636a21789df2975
Binary files /dev/null and b/batch112/training_samples/sample955.jpg differ
diff --git a/batch112/training_samples/sample956.jpg b/batch112/training_samples/sample956.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a26cbfdef7bdb960d5236ad0f0504637856e9057
Binary files /dev/null and b/batch112/training_samples/sample956.jpg differ
diff --git a/batch112/training_samples/sample957.jpg b/batch112/training_samples/sample957.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2aec56118a5bae9ed6ca239255e6b6f1225f357b
Binary files /dev/null and b/batch112/training_samples/sample957.jpg differ
diff --git a/batch112/training_samples/sample958.jpg b/batch112/training_samples/sample958.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..12a71aea01a5d8450dd9f8eb70dc9e3e4591e871
Binary files /dev/null and b/batch112/training_samples/sample958.jpg differ
diff --git a/batch112/training_samples/sample959.jpg b/batch112/training_samples/sample959.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..e03504da4bff164c0cd3474f7704a45cf3ae739f
Binary files /dev/null and b/batch112/training_samples/sample959.jpg differ
diff --git a/batch112/training_samples/sample96.jpg b/batch112/training_samples/sample96.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..58c0c93508a260521b167fc54f71a6b51069e8a2
Binary files /dev/null and b/batch112/training_samples/sample96.jpg differ
diff --git a/batch112/training_samples/sample960.jpg b/batch112/training_samples/sample960.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b0ebc1a6341bf6398d49310b224fb25d0d52452b
Binary files /dev/null and b/batch112/training_samples/sample960.jpg differ
diff --git a/batch112/training_samples/sample961.jpg b/batch112/training_samples/sample961.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..169124a94ddf707169c7309c0839ff33c9be24c3
Binary files /dev/null and b/batch112/training_samples/sample961.jpg differ
diff --git a/batch112/training_samples/sample962.jpg b/batch112/training_samples/sample962.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..deacb2edea1a52e961ed3eea1c2ff29fb7c1b285
Binary files /dev/null and b/batch112/training_samples/sample962.jpg differ
diff --git a/batch112/training_samples/sample963.jpg b/batch112/training_samples/sample963.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f224d6ad4e67663249b8cbe70ff097cd1755d15e
Binary files /dev/null and b/batch112/training_samples/sample963.jpg differ
diff --git a/batch112/training_samples/sample964.jpg b/batch112/training_samples/sample964.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..21709c81f92945b802fae8efb4fd63266bd72031
Binary files /dev/null and b/batch112/training_samples/sample964.jpg differ
diff --git a/batch112/training_samples/sample965.jpg b/batch112/training_samples/sample965.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8128cd7c9b421d4416ec4819639df2a402bc0a20
Binary files /dev/null and b/batch112/training_samples/sample965.jpg differ
diff --git a/batch112/training_samples/sample966.jpg b/batch112/training_samples/sample966.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..77853816a094cf003c818cf86d5693867b7dec5a
Binary files /dev/null and b/batch112/training_samples/sample966.jpg differ
diff --git a/batch112/training_samples/sample967.jpg b/batch112/training_samples/sample967.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..1692156997c42b6fb8d2ad4b26d0870e2c698bd5
Binary files /dev/null and b/batch112/training_samples/sample967.jpg differ
diff --git a/batch112/training_samples/sample968.jpg b/batch112/training_samples/sample968.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..fe34795044c04f284f08b14aaf9a43ee522e1e48
Binary files /dev/null and b/batch112/training_samples/sample968.jpg differ
diff --git a/batch112/training_samples/sample969.jpg b/batch112/training_samples/sample969.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6015d6d27c4f2276399510f3e8b134920f4805d0
Binary files /dev/null and b/batch112/training_samples/sample969.jpg differ
diff --git a/batch112/training_samples/sample97.jpg b/batch112/training_samples/sample97.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..f6eead8873bab0522eee4796db0a8ff3811bf3c0
Binary files /dev/null and b/batch112/training_samples/sample97.jpg differ
diff --git a/batch112/training_samples/sample970.jpg b/batch112/training_samples/sample970.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0cf06b14f490d0b4f59319b342121747355e36cd
Binary files /dev/null and b/batch112/training_samples/sample970.jpg differ
diff --git a/batch112/training_samples/sample971.jpg b/batch112/training_samples/sample971.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..9450be01b1cf910849334f1841866f4655478f86
Binary files /dev/null and b/batch112/training_samples/sample971.jpg differ
diff --git a/batch112/training_samples/sample972.jpg b/batch112/training_samples/sample972.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..af765b57f3179bf7802c44b68aef6fcfc658fbc0
Binary files /dev/null and b/batch112/training_samples/sample972.jpg differ
diff --git a/batch112/training_samples/sample973.jpg b/batch112/training_samples/sample973.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..c63b5e04b838cc8bd4a294fc3eaa1532c0a16c86
Binary files /dev/null and b/batch112/training_samples/sample973.jpg differ
diff --git a/batch112/training_samples/sample974.jpg b/batch112/training_samples/sample974.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0324332362454da24a2b86c50cac3b47fd6d5052
Binary files /dev/null and b/batch112/training_samples/sample974.jpg differ
diff --git a/batch112/training_samples/sample975.jpg b/batch112/training_samples/sample975.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2806d01cee9191e54cda9842e6ffafede18e39e1
Binary files /dev/null and b/batch112/training_samples/sample975.jpg differ
diff --git a/batch112/training_samples/sample976.jpg b/batch112/training_samples/sample976.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..24c641cfa47f65414f0c012369e764a90f073446
Binary files /dev/null and b/batch112/training_samples/sample976.jpg differ
diff --git a/batch112/training_samples/sample977.jpg b/batch112/training_samples/sample977.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2f41b5b0497325d3eb5abd097c5597de4e5c467e
Binary files /dev/null and b/batch112/training_samples/sample977.jpg differ
diff --git a/batch112/training_samples/sample978.jpg b/batch112/training_samples/sample978.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5dd90918bd7a17ced2cbaf91bafd0dbbeb04429d
Binary files /dev/null and b/batch112/training_samples/sample978.jpg differ
diff --git a/batch112/training_samples/sample979.jpg b/batch112/training_samples/sample979.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2c1aebfec156103480ba112a58b1555fcb6905a9
Binary files /dev/null and b/batch112/training_samples/sample979.jpg differ
diff --git a/batch112/training_samples/sample98.jpg b/batch112/training_samples/sample98.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..031e1d5059482b29a2178b05d20930ae95381e73
Binary files /dev/null and b/batch112/training_samples/sample98.jpg differ
diff --git a/batch112/training_samples/sample980.jpg b/batch112/training_samples/sample980.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a2bffe15c2d57b1a56bdd46236af47784b649e65
Binary files /dev/null and b/batch112/training_samples/sample980.jpg differ
diff --git a/batch112/training_samples/sample981.jpg b/batch112/training_samples/sample981.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8dead988272eeda90041c479224bf00f81feefe3
Binary files /dev/null and b/batch112/training_samples/sample981.jpg differ
diff --git a/batch112/training_samples/sample982.jpg b/batch112/training_samples/sample982.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..6847344c80853990214f6f1d661c5d3cc3a9e5b9
Binary files /dev/null and b/batch112/training_samples/sample982.jpg differ
diff --git a/batch112/training_samples/sample983.jpg b/batch112/training_samples/sample983.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0cd8b4e93f73a210e221eac24a2087d13128ff0f
Binary files /dev/null and b/batch112/training_samples/sample983.jpg differ
diff --git a/batch112/training_samples/sample984.jpg b/batch112/training_samples/sample984.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..174df0a4285ad569e8bbe016191e6dbaed355bae
Binary files /dev/null and b/batch112/training_samples/sample984.jpg differ
diff --git a/batch112/training_samples/sample985.jpg b/batch112/training_samples/sample985.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..b43cc858b0349a7a044ad1576dfd7548a2736a88
Binary files /dev/null and b/batch112/training_samples/sample985.jpg differ
diff --git a/batch112/training_samples/sample986.jpg b/batch112/training_samples/sample986.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..a20c367ee777e0471604da996cf7732c37bac56d
Binary files /dev/null and b/batch112/training_samples/sample986.jpg differ
diff --git a/batch112/training_samples/sample987.jpg b/batch112/training_samples/sample987.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..2c5ff6597314a874b0c1ead4053e55b5db27a846
Binary files /dev/null and b/batch112/training_samples/sample987.jpg differ
diff --git a/batch112/training_samples/sample988.jpg b/batch112/training_samples/sample988.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..da77ab7e3c7c6a370336b8483f078559cc1e138f
Binary files /dev/null and b/batch112/training_samples/sample988.jpg differ
diff --git a/batch112/training_samples/sample989.jpg b/batch112/training_samples/sample989.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0dedb2a1f8c35d34cee35bb6aa8e2de45366e909
Binary files /dev/null and b/batch112/training_samples/sample989.jpg differ
diff --git a/batch112/training_samples/sample99.jpg b/batch112/training_samples/sample99.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..8b8f3f11c90683648c5e047654bcaf785a156291
Binary files /dev/null and b/batch112/training_samples/sample99.jpg differ
diff --git a/batch112/training_samples/sample990.jpg b/batch112/training_samples/sample990.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..726c95ccd11ab0d7c4d957f29cc2c2e847a8e8ce
Binary files /dev/null and b/batch112/training_samples/sample990.jpg differ
diff --git a/batch112/training_samples/sample991.jpg b/batch112/training_samples/sample991.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..3215613bbd4a9ca735868648d5c603ad4bfc2a8b
Binary files /dev/null and b/batch112/training_samples/sample991.jpg differ
diff --git a/batch112/training_samples/sample992.jpg b/batch112/training_samples/sample992.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..56b915943fd57af161132ae30965aa05d2bb826a
Binary files /dev/null and b/batch112/training_samples/sample992.jpg differ
diff --git a/batch112/training_samples/sample993.jpg b/batch112/training_samples/sample993.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..383490c95b1648ed8eb4fc8d3dae561c842c1344
Binary files /dev/null and b/batch112/training_samples/sample993.jpg differ
diff --git a/batch112/training_samples/sample994.jpg b/batch112/training_samples/sample994.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4842e4e68e032644a3f7fcaa246b179cf24787bd
Binary files /dev/null and b/batch112/training_samples/sample994.jpg differ
diff --git a/batch112/training_samples/sample995.jpg b/batch112/training_samples/sample995.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..58931ed6a48e92bb4b9056169686b87ff15b3543
Binary files /dev/null and b/batch112/training_samples/sample995.jpg differ
diff --git a/batch112/training_samples/sample996.jpg b/batch112/training_samples/sample996.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..0d2730ff4f2b60a1d4ff4aa95b2cd145b1494167
Binary files /dev/null and b/batch112/training_samples/sample996.jpg differ
diff --git a/batch112/training_samples/sample997.jpg b/batch112/training_samples/sample997.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d045b61d112e1837c20f2bfbd59a96f37381065f
Binary files /dev/null and b/batch112/training_samples/sample997.jpg differ
diff --git a/batch112/training_samples/sample998.jpg b/batch112/training_samples/sample998.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..95739d95e8400a4173f6c0e2119747affb120845
Binary files /dev/null and b/batch112/training_samples/sample998.jpg differ
diff --git a/batch112/training_samples/sample999.jpg b/batch112/training_samples/sample999.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..29c96bf83d8c04738589a8ce8d0a2c2d91900eef
Binary files /dev/null and b/batch112/training_samples/sample999.jpg differ