Hugging Face's logo

Datasets:
detection-datasets
/
fashionpedia_4_categories

Tasks:
Object Detection
Modalities:
Image
Formats:
parquet
Languages:
English
Size:
10K - 100K
Tags:
object-detection
fashion
computer-vision
Libraries:
Datasets
Dask
License:
Dataset card Viewer Files Community
Dataset Viewer
Auto-converted to Parquet
Full Screen
Search is not available for this dataset
image_id
int64
23
50.5k
image
imagewidth (px)
232
1.02k
width
int64
232
1.02k
height
int64
388
1.02k
objects
sequence
23
682
1,024
{ "bbox_id": [ 150311, 150312, 150314 ], "category": [ 3, 3, 2 ], "bbox": [ [ 445, 910, 505, 983 ], [ 239, 940, 284, 994 ], [ 210, 282, 448, 665 ] ], "area": [ 1422, 843, 56375 ] }
25
683
1,024
{ "bbox_id": [ 158953, 158957, 158958, 158959, 158960, 158961, 158962 ], "category": [ 2, 0, 2, 0, 0, 3, 3 ], "bbox": [ [ 182, 220, 472, 647 ], [ 284, 135, 372, 169 ], [ 238, 537, 414, 606 ], [ 351, 732, 417, 922 ], [ 202, 749, 270, 930 ], [ 200, 921, 256, 979 ], [ 373, 903, 455, 966 ] ], "area": [ 87267, 1468, 9360, 8629, 8270, 2717, 3121 ] }
26
1,024
683
{ "bbox_id": [ 169196, 169203, 169207, 169208, 169209, 169210 ], "category": [ 0, 2, 2, 2, 3, 3 ], "bbox": [ [ 441, 132, 499, 150 ], [ 366, 164, 523, 372 ], [ 360, 164, 534, 411 ], [ 403, 384, 510, 638 ], [ 393, 584, 430, 663 ], [ 449, 638, 518, 681 ] ], "area": [ 587, 3981, 26621, 16954, 2167, 1773 ] }
27
682
1,024
{ "bbox_id": [ 167967, 167968, 167969, 167972, 167973 ], "category": [ 2, 3, 3, 2, 2 ], "bbox": [ [ 300, 421, 460, 846 ], [ 383, 841, 432, 899 ], [ 304, 740, 347, 831 ], [ 246, 169, 492, 517 ], [ 355, 213, 450, 433 ] ], "area": [ 44062, 2140, 2633, 44791, 12948 ] }
28
853
1,024
{ "bbox_id": [ 168041, 168045 ], "category": [ 2, 2 ], "bbox": [ [ 238, 309, 471, 1022 ], [ 111, 262, 518, 1022 ] ], "area": [ 12132, 178328 ] }
29
726
1,024
{ "bbox_id": [ 160050, 160053, 160054 ], "category": [ 2, 3, 3 ], "bbox": [ [ 290, 364, 429, 665 ], [ 213, 842, 294, 905 ], [ 446, 840, 536, 896 ] ], "area": [ 26873, 1438, 1677 ] }
30
683
1,024
{ "bbox_id": [ 160056, 160065 ], "category": [ 2, 3 ], "bbox": [ [ 127, 198, 451, 949 ], [ 332, 926, 376, 946 ] ], "area": [ 137575, 740 ] }
31
682
1,024
{ "bbox_id": [ 158963, 158966, 158967, 158968, 158969, 158970 ], "category": [ 2, 2, 0, 0, 3, 3 ], "bbox": [ [ 262, 449, 435, 686 ], [ 276, 603, 423, 726 ], [ 291, 759, 343, 934 ], [ 341, 749, 401, 947 ], [ 302, 919, 337, 994 ], [ 323, 925, 374, 1005 ] ], "area": [ 22330, 14000, 6190, 6997, 1547, 2107 ] }
32
1,024
683
{ "bbox_id": [ 158972, 158973, 158975, 158976 ], "category": [ 3, 3, 2, 2 ], "bbox": [ [ 412, 588, 451, 631 ], [ 333, 585, 357, 627 ], [ 303, 243, 447, 517 ], [ 330, 259, 425, 324 ] ], "area": [ 949, 737, 17839, 2916 ] }
34
733
1,024
{ "bbox_id": [ 158977, 158978, 158979, 158980 ], "category": [ 2, 3, 3, 2 ], "bbox": [ [ 210, 225, 536, 784 ], [ 290, 897, 350, 1015 ], [ 464, 950, 534, 1021 ], [ 313, 407, 524, 954 ] ], "area": [ 69960, 2449, 1788, 75418 ] }
35
1,024
680
{ "bbox_id": [ 158984, 158985, 158986, 158987, 158988, 158989 ], "category": [ 2, 0, 0, 3, 3, 0 ], "bbox": [ [ 386, 169, 507, 468 ], [ 371, 289, 396, 391 ], [ 480, 276, 507, 365 ], [ 417, 536, 443, 596 ], [ 440, 550, 466, 605 ], [ 409, 265, 479, 278 ] ], "area": [ 20525, 1503, 1647, 511, 563, 636 ] }
36
1,024
682
{ "bbox_id": [ 158994, 158995, 158996, 158997, 158999, 159000 ], "category": [ 2, 2, 3, 3, 0, 0 ], "bbox": [ [ 381, 82, 569, 411 ], [ 416, 78, 556, 233 ], [ 489, 648, 535, 681 ], [ 385, 654, 427, 681 ], [ 388, 395, 484, 682 ], [ 482, 401, 548, 682 ] ], "area": [ 28589, 10915, 294, 244, 11462, 11662 ] }
37
682
1,024
{ "bbox_id": [ 159002, 159003, 159004 ], "category": [ 2, 3, 1 ], "bbox": [ [ 231, 185, 430, 987 ], [ 301, 957, 324, 966 ], [ 226, 568, 305, 701 ] ], "area": [ 108114, 96, 5653 ] }
38
678
1,024
{ "bbox_id": [ 159006, 159007 ], "category": [ 2, 0 ], "bbox": [ [ 0, 368, 677, 1023 ], [ 194, 94, 295, 211 ] ], "area": [ 217628, 4131 ] }
39
682
1,024
{ "bbox_id": [ 161166, 161168, 161172, 161173, 161174 ], "category": [ 2, 0, 2, 3, 3 ], "bbox": [ [ 259, 329, 424, 591 ], [ 309, 516, 408, 545 ], [ 251, 516, 412, 667 ], [ 302, 908, 335, 962 ], [ 313, 882, 385, 974 ] ], "area": [ 20147, 1461, 16123, 840, 2713 ] }
40
632
1,024
{ "bbox_id": [ 159010, 159012, 159013 ], "category": [ 2, 3, 3 ], "bbox": [ [ 228, 206, 403, 774 ], [ 280, 824, 314, 916 ], [ 312, 891, 362, 965 ] ], "area": [ 73797, 1132, 1609 ] }
41
1,024
768
{ "bbox_id": [ 191180 ], "category": [ 2 ], "bbox": [ [ 556, 155, 742, 497 ] ], "area": [ 34414 ] }
42
685
1,024
{ "bbox_id": [ 168049, 168053, 168054, 168055, 168056, 168057, 168058, 168059 ], "category": [ 2, 2, 0, 0, 0, 3, 3, 0 ], "bbox": [ [ 272, 160, 558, 705 ], [ 347, 229, 499, 608 ], [ 370, 161, 480, 590 ], [ 348, 594, 433, 908 ], [ 383, 593, 451, 829 ], [ 392, 835, 437, 941 ], [ 380, 826, 400, 860 ], [ 376, 110, 451, 143 ] ], "area": [ 68558, 20561, 24053, 13300, 4380, 1645, 440, 1356 ] }
43
601
1,024
{ "bbox_id": [ 159018, 159019, 159020 ], "category": [ 2, 1, 3 ], "bbox": [ [ 168, 225, 438, 1000 ], [ 331, 514, 421, 586 ], [ 303, 937, 335, 961 ] ], "area": [ 124306, 3197, 464 ] }
44
683
1,024
{ "bbox_id": [ 160067, 160068, 160069 ], "category": [ 2, 3, 3 ], "bbox": [ [ 255, 250, 453, 741 ], [ 331, 867, 343, 910 ], [ 332, 895, 383, 968 ] ], "area": [ 77600, 172, 1344 ] }
45
682
1,024
{ "bbox_id": [ 160071 ], "category": [ 2 ], "bbox": [ [ 148, 350, 587, 1022 ] ], "area": [ 202059 ] }
46
675
1,024
{ "bbox_id": [ 161175, 161176, 161179, 161181 ], "category": [ 2, 2, 2, 0 ], "bbox": [ [ 142, 621, 403, 747 ], [ 113, 705, 423, 911 ], [ 77, 342, 480, 677 ], [ 124, 44, 441, 339 ] ], "area": [ 18821, 47895, 78085, 35286 ] }
47
446
1,024
{ "bbox_id": [ 192890, 192893, 192894, 192895, 192897, 192899, 192900 ], "category": [ 2, 2, 3, 3, 0, 0, 0 ], "bbox": [ [ 114, 154, 424, 514 ], [ 96, 433, 348, 989 ], [ 2, 964, 179, 1019 ], [ 253, 975, 328, 1018 ], [ 176, 438, 310, 487 ], [ 152, 87, 254, 128 ], [ 149, 33, 291, 114 ] ], "area": [ 62669, 74677, 5329, 1963, 2296, 1737, 5351 ] }
48
682
1,024
{ "bbox_id": [ 159021, 159022 ], "category": [ 2, 2 ], "bbox": [ [ 168, 338, 506, 1023 ], [ 193, 338, 506, 663 ] ], "area": [ 168650, 70247 ] }
49
1,024
680
{ "bbox_id": [ 159040, 159043, 159044, 159047, 159048, 159049, 159050 ], "category": [ 2, 1, 2, 0, 0, 3, 3 ], "bbox": [ [ 400, 155, 539, 249 ], [ 373, 252, 429, 366 ], [ 416, 242, 519, 452 ], [ 450, 440, 519, 620 ], [ 442, 446, 491, 614 ], [ 439, 562, 467, 628 ], [ 482, 562, 524, 633 ] ], "area": [ 7974, 3242, 15456, 5013, 2144, 588, 628 ] }
50
682
1,024
{ "bbox_id": [ 191183, 191186, 191187, 191188 ], "category": [ 2, 2, 3, 3 ], "bbox": [ [ 224, 259, 497, 541 ], [ 233, 490, 492, 897 ], [ 347, 843, 375, 900 ], [ 307, 889, 353, 932 ] ], "area": [ 44585, 68281, 673, 1182 ] }
51
1,024
682
{ "bbox_id": [ 159051 ], "category": [ 2 ], "bbox": [ [ 354, 211, 651, 681 ] ], "area": [ 37635 ] }
52
683
1,024
{ "bbox_id": [ 168062, 168067, 168068, 168069 ], "category": [ 2, 2, 3, 3 ], "bbox": [ [ 192, 189, 472, 524 ], [ 235, 431, 416, 595 ], [ 326, 857, 370, 942 ], [ 281, 802, 325, 912 ] ], "area": [ 62227, 17353, 1508, 1795 ] }
53
683
1,024
{ "bbox_id": [ 169211, 169212, 169213, 169214, 169216, 169217 ], "category": [ 0, 3, 2, 0, 3, 0 ], "bbox": [ [ 309, 422, 416, 437 ], [ 313, 814, 372, 903 ], [ 298, 290, 451, 616 ], [ 252, 299, 531, 703 ], [ 389, 737, 433, 833 ], [ 331, 157, 402, 195 ] ], "area": [ 948, 1851, 33663, 27131, 1455, 461 ] }
54
867
1,024
{ "bbox_id": [ 160077, 160079, 160080, 160081 ], "category": [ 2, 3, 3, 0 ], "bbox": [ [ 356, 180, 750, 748 ], [ 377, 848, 489, 942 ], [ 645, 823, 740, 933 ], [ 503, 367, 582, 625 ] ], "area": [ 106107, 4049, 3982, 5963 ] }
55
1,024
618
{ "bbox_id": [ 159052, 159053, 159054, 159056, 159061 ], "category": [ 3, 3, 2, 2, 2 ], "bbox": [ [ 690, 408, 764, 498 ], [ 846, 415, 903, 512 ], [ 630, 189, 905, 411 ], [ 714, 0, 919, 222 ], [ 788, 25, 813, 48 ] ], "area": [ 3566, 3894, 25859, 37656, 244 ] }
56
682
1,024
{ "bbox_id": [ 159063, 159064, 159065, 159066, 159067 ], "category": [ 3, 3, 2, 2, 0 ], "bbox": [ [ 311, 835, 364, 966 ], [ 342, 809, 371, 913 ], [ 247, 403, 411, 768 ], [ 205, 214, 485, 428 ], [ 260, 66, 399, 153 ] ], "area": [ 4836, 1360, 43133, 40643, 2723 ] }
57
682
1,024
{ "bbox_id": [ 159068, 159069, 159072, 159073 ], "category": [ 2, 2, 1, 0 ], "bbox": [ [ 216, 692, 381, 822 ], [ 160, 247, 570, 876 ], [ 134, 448, 245, 651 ], [ 138, 337, 220, 441 ] ], "area": [ 5367, 122116, 9483, 2482 ] }
59
682
1,024
{ "bbox_id": [ 191191, 191192, 191193, 191194 ], "category": [ 2, 1, 3, 3 ], "bbox": [ [ 236, 177, 472, 547 ], [ 233, 201, 289, 492 ], [ 293, 867, 344, 985 ], [ 409, 850, 471, 968 ] ], "area": [ 56158, 4521, 2166, 2053 ] }
60
683
1,024
{ "bbox_id": [ 191199, 191203, 191204 ], "category": [ 2, 3, 3 ], "bbox": [ [ 273, 227, 454, 569 ], [ 327, 794, 367, 874 ], [ 356, 752, 382, 828 ] ], "area": [ 50567, 2528, 1193 ] }
61
437
1,024
{ "bbox_id": [ 191396, 191397, 191398, 191399 ], "category": [ 2, 2, 3, 3 ], "bbox": [ [ 73, 188, 386, 507 ], [ 143, 399, 314, 833 ], [ 210, 843, 253, 940 ], [ 186, 819, 229, 923 ] ], "area": [ 53896, 44575, 994, 1174 ] }
62
1,024
682
{ "bbox_id": [ 159075, 159077 ], "category": [ 2, 2 ], "bbox": [ [ 495, 670, 633, 681 ], [ 202, 271, 633, 681 ] ], "area": [ 883, 113550 ] }
63
682
1,024
{ "bbox_id": [ 168072 ], "category": [ 2 ], "bbox": [ [ 117, 314, 564, 1002 ] ], "area": [ 169406 ] }
64
1,024
680
{ "bbox_id": [ 159084, 159085, 159086, 159087, 159088 ], "category": [ 0, 2, 3, 3, 1 ], "bbox": [ [ 211, 68, 381, 184 ], [ 176, 242, 496, 603 ], [ 784, 525, 960, 601 ], [ 665, 519, 889, 629 ], [ 110, 315, 357, 617 ] ], "area": [ 8086, 42540, 6181, 15048, 28001 ] }
65
818
1,024
{ "bbox_id": [ 159092, 159093, 159096, 159097, 159098 ], "category": [ 2, 2, 3, 3, 0 ], "bbox": [ [ 415, 468, 597, 849 ], [ 342, 195, 628, 518 ], [ 539, 819, 554, 865 ], [ 544, 837, 600, 901 ], [ 381, 165, 569, 409 ] ], "area": [ 39360, 48520, 362, 2636, 19222 ] }
66
547
1,024
{ "bbox_id": [ 160082 ], "category": [ 2 ], "bbox": [ [ 111, 238, 452, 913 ] ], "area": [ 149991 ] }
67
682
1,024
{ "bbox_id": [ 160084, 160085, 160088 ], "category": [ 3, 3, 2 ], "bbox": [ [ 526, 687, 664, 796 ], [ 385, 804, 451, 926 ], [ 228, 314, 428, 610 ] ], "area": [ 7707, 5042, 29652 ] }
68
681
1,024
{ "bbox_id": [ 159099, 159100 ], "category": [ 2, 1 ], "bbox": [ [ 194, 210, 364, 892 ], [ 163, 227, 226, 547 ] ], "area": [ 81192, 4668 ] }
69
683
1,024
{ "bbox_id": [ 159102, 159105, 159107, 159108 ], "category": [ 2, 2, 2, 2 ], "bbox": [ [ 291, 389, 526, 982 ], [ 71, 376, 279, 959 ], [ 197, 416, 328, 788 ], [ 157, 767, 486, 1023 ] ], "area": [ 96882, 38451, 29796, 42956 ] }
70
678
1,024
{ "bbox_id": [ 159112, 159113, 159119, 159120, 159121 ], "category": [ 2, 2, 2, 3, 3 ], "bbox": [ [ 300, 181, 524, 540 ], [ 389, 355, 438, 429 ], [ 347, 478, 495, 580 ], [ 457, 602, 508, 699 ], [ 292, 852, 399, 912 ] ], "area": [ 35440, 1396, 5140, 2335, 3427 ] }
71
682
1,024
{ "bbox_id": [ 159122 ], "category": [ 2 ], "bbox": [ [ 226, 188, 591, 1008 ] ], "area": [ 182913 ] }
72
632
1,024
{ "bbox_id": [ 159127, 159130, 159131, 159132, 159133, 159134 ], "category": [ 2, 0, 0, 2, 3, 3 ], "bbox": [ [ 115, 199, 357, 541 ], [ 211, 81, 293, 146 ], [ 236, 337, 250, 348 ], [ 166, 189, 325, 673 ], [ 234, 848, 278, 935 ], [ 217, 779, 253, 872 ] ], "area": [ 44845, 3485, 131, 36945, 2762, 1011 ] }
73
682
1,024
{ "bbox_id": [ 191205, 191206, 191208, 191209 ], "category": [ 3, 3, 2, 2 ], "bbox": [ [ 269, 858, 314, 917 ], [ 321, 916, 386, 976 ], [ 255, 407, 370, 917 ], [ 70, 188, 584, 921 ] ], "area": [ 1048, 1359, 31211, 160316 ] }
74
519
1,024
{ "bbox_id": [ 150317, 150319 ], "category": [ 3, 2 ], "bbox": [ [ 237, 894, 286, 938 ], [ 81, 162, 512, 948 ] ], "area": [ 1610, 214700 ] }
76
683
1,024
{ "bbox_id": [ 159135 ], "category": [ 2 ], "bbox": [ [ 191, 310, 580, 1023 ] ], "area": [ 122410 ] }
77
564
1,024
{ "bbox_id": [ 159136, 159137, 159138, 159139 ], "category": [ 2, 3, 3, 2 ], "bbox": [ [ 140, 180, 429, 609 ], [ 218, 939, 338, 998 ], [ 331, 893, 398, 960 ], [ 193, 501, 380, 932 ] ], "area": [ 65002, 4319, 2266, 44341 ] }
78
1,024
647
{ "bbox_id": [ 159141 ], "category": [ 2 ], "bbox": [ [ 512, 194, 696, 645 ] ], "area": [ 67934 ] }
79
681
1,024
{ "bbox_id": [ 145610, 145611, 145612 ], "category": [ 3, 3, 2 ], "bbox": [ [ 296, 794, 345, 921 ], [ 315, 867, 386, 988 ], [ 242, 187, 448, 670 ] ], "area": [ 4172, 5338, 85765 ] }
80
678
1,024
{ "bbox_id": [ 191210, 191211, 191212 ], "category": [ 3, 3, 2 ], "bbox": [ [ 443, 724, 597, 897 ], [ 227, 706, 338, 898 ], [ 0, 166, 650, 1023 ] ], "area": [ 12837, 11925, 208376 ] }
82
682
1,024
{ "bbox_id": [ 159196, 159197, 159198, 159199, 159200 ], "category": [ 3, 3, 2, 2, 2 ], "bbox": [ [ 352, 846, 359, 870 ], [ 313, 852, 321, 888 ], [ 281, 418, 447, 688 ], [ 189, 219, 514, 466 ], [ 329, 250, 389, 418 ] ], "area": [ 128, 133, 33560, 35632, 3333 ] }
83
683
1,024
{ "bbox_id": [ 159207, 159208, 159209, 159210 ], "category": [ 2, 2, 3, 3 ], "bbox": [ [ 219, 198, 451, 438 ], [ 253, 395, 424, 555 ], [ 320, 852, 357, 891 ], [ 305, 891, 351, 957 ] ], "area": [ 41434, 17514, 173, 1130 ] }
84
840
1,024
{ "bbox_id": [ 191215, 191216 ], "category": [ 2, 0 ], "bbox": [ [ 137, 272, 689, 1022 ], [ 204, 39, 760, 1022 ] ], "area": [ 178305, 154550 ] }
85
682
1,024
{ "bbox_id": [ 159212, 159213, 159214, 159215, 159216, 159217 ], "category": [ 2, 2, 2, 3, 3, 0 ], "bbox": [ [ 367, 315, 402, 442 ], [ 181, 532, 399, 876 ], [ 191, 244, 491, 647 ], [ 294, 871, 347, 950 ], [ 316, 873, 407, 974 ], [ 277, 109, 383, 216 ] ], "area": [ 2483, 59182, 63956, 1803, 6505, 4760 ] }
87
682
1,024
{ "bbox_id": [ 169219, 169221, 169223 ], "category": [ 0, 2, 1 ], "bbox": [ [ 283, 218, 397, 258 ], [ 140, 314, 519, 928 ], [ 150, 360, 274, 872 ] ], "area": [ 2789, 161694, 12359 ] }
88
682
1,024
{ "bbox_id": [ 159218, 159219, 159222 ], "category": [ 3, 3, 2 ], "bbox": [ [ 245, 908, 325, 998 ], [ 300, 909, 401, 995 ], [ 183, 246, 463, 740 ] ], "area": [ 2467, 2706, 67793 ] }
89
659
1,024
{ "bbox_id": [ 161182, 161183, 161184 ], "category": [ 2, 3, 3 ], "bbox": [ [ 190, 180, 503, 689 ], [ 339, 884, 396, 985 ], [ 255, 926, 317, 1023 ] ], "area": [ 119294, 2850, 2860 ] }
90
655
1,024
{ "bbox_id": [ 191217, 191218, 191222 ], "category": [ 2, 1, 0 ], "bbox": [ [ 119, 229, 518, 1023 ], [ 440, 674, 519, 887 ], [ 221, 496, 411, 1015 ] ], "area": [ 196873, 6408, 29562 ] }
91
683
1,024
{ "bbox_id": [ 168079, 168081, 168082 ], "category": [ 3, 2, 0 ], "bbox": [ [ 385, 842, 422, 878 ], [ 308, 308, 472, 854 ], [ 329, 199, 424, 272 ] ], "area": [ 989, 67396, 3371 ] }
92
683
1,024
{ "bbox_id": [ 159223, 159224, 159225 ], "category": [ 2, 3, 3 ], "bbox": [ [ 187, 230, 431, 875 ], [ 311, 842, 369, 909 ], [ 150, 842, 204, 925 ] ], "area": [ 74557, 1247, 1302 ] }
94
1,024
648
{ "bbox_id": [ 159226, 159228, 159229, 159230, 159231, 159232 ], "category": [ 2, 2, 2, 3, 3, 0 ], "bbox": [ [ 314, 29, 501, 451 ], [ 342, 375, 398, 556 ], [ 398, 364, 470, 554 ], [ 406, 551, 475, 613 ], [ 367, 553, 402, 616 ], [ 352, 32, 444, 98 ] ], "area": [ 35850, 6390, 6310, 2442, 1431, 3987 ] }
95
682
1,024
{ "bbox_id": [ 159233, 159238, 159239, 159240 ], "category": [ 2, 3, 3, 2 ], "bbox": [ [ 238, 203, 451, 507 ], [ 377, 878, 423, 955 ], [ 212, 881, 257, 969 ], [ 241, 228, 462, 663 ] ], "area": [ 46224, 1013, 1141, 36278 ] }
96
683
1,024
{ "bbox_id": [ 192904, 192906, 192907, 192912, 192913, 192914, 192915 ], "category": [ 2, 0, 2, 2, 0, 3, 3 ], "bbox": [ [ 204, 248, 446, 509 ], [ 308, 267, 334, 430 ], [ 243, 244, 359, 450 ], [ 242, 461, 397, 770 ], [ 301, 450, 322, 463 ], [ 228, 753, 307, 805 ], [ 332, 765, 376, 808 ] ], "area": [ 40154, 1910, 3303, 31020, 218, 2503, 1383 ] }
97
683
1,024
{ "bbox_id": [ 159241, 159242, 159243, 159246, 159247 ], "category": [ 2, 0, 2, 3, 3 ], "bbox": [ [ 248, 409, 449, 940 ], [ 275, 377, 423, 419 ], [ 234, 201, 465, 363 ], [ 303, 886, 355, 975 ], [ 347, 891, 393, 958 ] ], "area": [ 84477, 4660, 12917, 3696, 2458 ] }
98
684
1,024
{ "bbox_id": [ 168083, 168085, 168086 ], "category": [ 2, 3, 3 ], "bbox": [ [ 275, 368, 430, 845 ], [ 326, 882, 360, 945 ], [ 290, 883, 328, 960 ] ], "area": [ 53243, 687, 1149 ] }
99
682
1,024
{ "bbox_id": [ 169224, 169225, 169226 ], "category": [ 3, 3, 2 ], "bbox": [ [ 312, 942, 368, 991 ], [ 286, 935, 318, 962 ], [ 207, 251, 425, 961 ] ], "area": [ 1364, 170, 113245 ] }
100
682
1,024
{ "bbox_id": [ 191400, 191401, 191405, 191406, 191407, 191408, 191409 ], "category": [ 0, 2, 2, 3, 3, 1, 2 ], "bbox": [ [ 309, 223, 379, 257 ], [ 257, 529, 420, 806 ], [ 295, 326, 369, 540 ], [ 376, 851, 434, 935 ], [ 287, 856, 328, 937 ], [ 409, 583, 464, 654 ], [ 166, 277, 471, 718 ] ], "area": [ 1515, 22366, 11591, 2964, 2536, 2034, 71656 ] }
101
682
1,024
{ "bbox_id": [ 159249, 159252, 159253, 159254, 159255, 159256, 159260 ], "category": [ 2, 3, 3, 2, 0, 0, 2 ], "bbox": [ [ 298, 222, 392, 309 ], [ 136, 811, 247, 980 ], [ 317, 809, 467, 979 ], [ 164, 516, 462, 854 ], [ 426, 465, 488, 528 ], [ 163, 394, 230, 491 ], [ 167, 223, 506, 590 ] ], "area": [ 3580, 14139, 18225, 68080, 2409, 4602, 50019 ] }
102
1,024
683
{ "bbox_id": [ 169229 ], "category": [ 2 ], "bbox": [ [ 401, 252, 624, 681 ] ], "area": [ 51833 ] }
103
682
1,024
{ "bbox_id": [ 159263, 159267, 159268, 159269, 159270, 159271, 159272, 159274 ], "category": [ 2, 0, 2, 3, 3, 1, 0, 0 ], "bbox": [ [ 200, 251, 466, 465 ], [ 264, 285, 339, 430 ], [ 342, 366, 542, 746 ], [ 319, 888, 400, 978 ], [ 431, 603, 458, 711 ], [ 255, 263, 502, 420 ], [ 257, 196, 338, 227 ], [ 377, 402, 490, 483 ] ], "area": [ 22632, 3916, 38949, 4321, 1315, 4453, 1478, 1044 ] }
105
1,024
682
{ "bbox_id": [ 159276, 159277, 159282, 159283, 159284, 159285, 159286, 159287 ], "category": [ 1, 2, 2, 3, 3, 0, 1, 1 ], "bbox": [ [ 357, 163, 493, 410 ], [ 321, 159, 434, 329 ], [ 302, 309, 444, 629 ], [ 353, 644, 425, 681 ], [ 365, 598, 434, 662 ], [ 349, 96, 409, 116 ], [ 260, 338, 331, 450 ], [ 273, 373, 323, 462 ] ], "area": [ 4396, 11312, 27572, 1522, 358, 520, 1570, 2895 ] }
106
1,024
682
{ "bbox_id": [ 159288, 159289, 159290 ], "category": [ 2, 2, 2 ], "bbox": [ [ 633, 436, 1023, 681 ], [ 462, 438, 751, 668 ], [ 127, 153, 841, 637 ] ], "area": [ 59991, 26238, 113892 ] }
107
679
1,024
{ "bbox_id": [ 159295, 159298, 159300 ], "category": [ 2, 2, 3 ], "bbox": [ [ 65, 309, 363, 737 ], [ 124, 347, 341, 808 ], [ 120, 907, 180, 1000 ] ], "area": [ 32156, 48404, 2394 ] }
108
683
1,024
{ "bbox_id": [ 159301, 159303, 159304 ], "category": [ 2, 3, 3 ], "bbox": [ [ 220, 191, 413, 700 ], [ 321, 820, 357, 886 ], [ 276, 851, 325, 917 ] ], "area": [ 73637, 1112, 1141 ] }
110
683
1,024
{ "bbox_id": [ 160095, 160098, 160099 ], "category": [ 2, 3, 3 ], "bbox": [ [ 256, 233, 472, 653 ], [ 316, 799, 358, 873 ], [ 314, 742, 360, 819 ] ], "area": [ 48345, 1128, 314 ] }
111
1,024
1,024
{ "bbox_id": [ 159315, 159316 ], "category": [ 2, 2 ], "bbox": [ [ 253, 727, 703, 1023 ], [ 234, 315, 693, 990 ] ], "area": [ 77611, 66350 ] }
112
1,024
682
{ "bbox_id": [ 312627, 312628 ], "category": [ 0, 0 ], "bbox": [ [ 404, 405, 683, 661 ], [ 512, 71, 701, 232 ] ], "area": [ 15739, 15064 ] }
113
1,024
680
{ "bbox_id": [ 159322, 159323, 159324, 159325, 159327, 159328 ], "category": [ 0, 3, 0, 3, 2, 2 ], "bbox": [ [ 624, 550, 679, 592 ], [ 600, 546, 730, 661 ], [ 822, 506, 853, 542 ], [ 823, 490, 961, 593 ], [ 436, 374, 537, 508 ], [ 241, 162, 580, 505 ] ], "area": [ 767, 7494, 295, 6834, 8528, 44675 ] }
114
683
1,024
{ "bbox_id": [ 159330, 159331, 159332, 159333 ], "category": [ 0, 2, 2, 3 ], "bbox": [ [ 301, 140, 351, 176 ], [ 118, 254, 531, 879 ], [ 200, 281, 464, 887 ], [ 300, 873, 345, 900 ] ], "area": [ 382, 118125, 46183, 826 ] }
115
681
1,024
{ "bbox_id": [ 152726, 152727, 152728, 152729, 152730, 152731, 152732, 152733, 152740 ], "category": [ 0, 0, 0, 3, 3, 2, 2, 2, 0 ], "bbox": [ [ 284, 148, 362, 224 ], [ 308, 787, 351, 886 ], [ 292, 752, 324, 851 ], [ 306, 826, 352, 905 ], [ 296, 780, 323, 847 ], [ 229, 489, 426, 640 ], [ 271, 250, 382, 518 ], [ 216, 228, 424, 548 ], [ 278, 371, 382, 496 ] ], "area": [ 2682, 2997, 1893, 1567, 320, 19666, 17621, 27200, 6872 ] }
116
683
1,024
{ "bbox_id": [ 159334, 159335, 159336, 159337, 159338, 159339 ], "category": [ 3, 3, 0, 0, 2, 2 ], "bbox": [ [ 266, 742, 337, 896 ], [ 270, 753, 346, 930 ], [ 296, 566, 369, 763 ], [ 246, 574, 302, 746 ], [ 220, 251, 390, 597 ], [ 159, 214, 428, 508 ] ], "area": [ 1444, 8170, 10560, 6313, 42310, 22272 ] }
117
1,024
682
{ "bbox_id": [ 159343, 159344, 159346 ], "category": [ 0, 2, 2 ], "bbox": [ [ 328, 54, 521, 189 ], [ 254, 565, 704, 681 ], [ 247, 283, 497, 589 ] ], "area": [ 9049, 42493, 52423 ] }
118
589
1,024
{ "bbox_id": [ 159347, 159348, 159349, 159353 ], "category": [ 2, 3, 3, 2 ], "bbox": [ [ 113, 581, 407, 944 ], [ 353, 930, 449, 1023 ], [ 74, 906, 171, 1000 ], [ 161, 220, 435, 613 ] ], "area": [ 47632, 5137, 4966, 86037 ] }
119
682
1,024
{ "bbox_id": [ 159354, 159355, 159356, 159357 ], "category": [ 2, 0, 3, 3 ], "bbox": [ [ 303, 233, 479, 618 ], [ 309, 317, 434, 372 ], [ 302, 839, 344, 937 ], [ 432, 834, 495, 946 ] ], "area": [ 50503, 3561, 760, 1566 ] }
120
682
1,024
{ "bbox_id": [ 191225 ], "category": [ 2 ], "bbox": [ [ 116, 406, 451, 1022 ] ], "area": [ 134798 ] }
121
683
1,024
{ "bbox_id": [ 159359, 159360, 159361 ], "category": [ 3, 3, 2 ], "bbox": [ [ 371, 734, 402, 788 ], [ 365, 725, 378, 763 ], [ 300, 330, 456, 728 ] ], "area": [ 1196, 326, 44003 ] }
122
682
1,024
{ "bbox_id": [ 192729 ], "category": [ 2 ], "bbox": [ [ 246, 417, 487, 1022 ] ], "area": [ 109615 ] }
123
632
1,024
{ "bbox_id": [ 159363, 159366, 159367 ], "category": [ 2, 3, 3 ], "bbox": [ [ 144, 169, 366, 782 ], [ 237, 896, 283, 965 ], [ 224, 832, 282, 926 ] ], "area": [ 83412, 2618, 887 ] }
125
548
1,024
{ "bbox_id": [ 159368, 159371, 159372, 159375, 159376, 159377, 159378, 159379 ], "category": [ 2, 0, 0, 2, 0, 0, 3, 3 ], "bbox": [ [ 229, 183, 459, 487 ], [ 282, 293, 511, 434 ], [ 204, 285, 251, 425 ], [ 209, 454, 422, 728 ], [ 320, 723, 388, 890 ], [ 216, 715, 321, 877 ], [ 240, 862, 328, 992 ], [ 282, 876, 373, 1006 ] ], "area": [ 41450, 11178, 3689, 46163, 7999, 8245, 5003, 6463 ] }
126
1,024
683
{ "bbox_id": [ 191410, 191412, 191415, 191416, 191418 ], "category": [ 2, 0, 2, 2, 1 ], "bbox": [ [ 443, 459, 552, 682 ], [ 491, 452, 531, 478 ], [ 472, 318, 527, 458 ], [ 396, 281, 628, 515 ], [ 317, 285, 493, 682 ] ], "area": [ 14500, 583, 1746, 22355, 26331 ] }
127
683
1,024
{ "bbox_id": [ 168087, 168088, 168090, 168091 ], "category": [ 2, 2, 3, 3 ], "bbox": [ [ 202, 252, 350, 423 ], [ 183, 407, 365, 533 ], [ 382, 782, 462, 875 ], [ 231, 782, 276, 871 ] ], "area": [ 15436, 18466, 3254, 1854 ] }
128
682
1,024
{ "bbox_id": [ 159380, 159381, 159382, 159383, 159385, 159386, 159388, 159389 ], "category": [ 3, 3, 0, 0, 1, 1, 2, 2 ], "bbox": [ [ 244, 874, 390, 1013 ], [ 386, 864, 515, 984 ], [ 443, 819, 493, 881 ], [ 312, 832, 370, 903 ], [ 363, 209, 577, 519 ], [ 262, 287, 606, 557 ], [ 291, 185, 508, 576 ], [ 309, 226, 344, 358 ] ], "area": [ 9850, 7550, 2090, 2741, 20526, 12454, 48389, 1429 ] }
129
682
1,024
{ "bbox_id": [ 169237, 169238, 169242 ], "category": [ 2, 2, 0 ], "bbox": [ [ 136, 691, 570, 1023 ], [ 135, 325, 515, 864 ], [ 171, 649, 236, 688 ] ], "area": [ 89293, 90767, 2143 ] }
130
695
1,024
{ "bbox_id": [ 159392, 159393, 159394, 159395, 159396 ], "category": [ 3, 3, 2, 2, 2 ], "bbox": [ [ 236, 836, 284, 979 ], [ 301, 812, 352, 946 ], [ 242, 375, 411, 590 ], [ 247, 299, 284, 361 ], [ 159, 185, 534, 649 ] ], "area": [ 5312, 4925, 22469, 835, 65466 ] }
131
682
1,024
{ "bbox_id": [ 159399, 159400, 159401, 159405, 159406 ], "category": [ 2, 2, 2, 3, 3 ], "bbox": [ [ 250, 225, 407, 614 ], [ 199, 204, 317, 633 ], [ 369, 206, 520, 631 ], [ 312, 820, 330, 904 ], [ 323, 872, 369, 950 ] ], "area": [ 45267, 23863, 29690, 907, 2370 ] }
133
680
1,024
{ "bbox_id": [ 159415 ], "category": [ 2 ], "bbox": [ [ 166, 335, 529, 1017 ] ], "area": [ 161303 ] }
End of preview. Expand in Dataset Viewer.

Dataset Card for Fashionpedia_4_categories

This dataset is a variation of the fashionpedia dataset available here, with 2 key differences:

  • It contains only 4 categories:
    • Clothing
    • Shoes
    • Bags
    • Accessories
  • New splits were created:
    • Train: 90% of the images
    • Val: 5%
    • Test 5%

The goal is to make the detection task easier with 4 categories instead of 46 for the full fashionpedia dataset.

This dataset was created using the detection_datasets library (GitHub, PyPI), you can check here the full creation notebook.

In a nutshell, the following mapping was applied:

mapping = {
    'shirt, blouse': 'clothing',
    'top, t-shirt, sweatshirt': 'clothing',
    'sweater': 'clothing',
    'cardigan': 'clothing',
    'jacket': 'clothing',
    'vest': 'clothing',
    'pants': 'clothing',
    'shorts': 'clothing',
    'skirt': 'clothing',
    'coat': 'clothing',
    'dress': 'clothing',
    'jumpsuit': 'clothing',
    'cape': 'clothing',
    'glasses': 'accessories',
    'hat': 'accessories',
    'headband, head covering, hair accessory': 'accessories',
    'tie': 'accessories',
    'glove': 'accessories',
    'belt': 'accessories',
    'tights, stockings': 'accessories',
    'sock': 'accessories',
    'shoe': 'shoes',
    'bag, wallet': 'bags',
    'scarf': 'accessories',
}

As a result, annotations with no category equivalent in the mapping have been dropped.

Downloads last month
428
Edit dataset card Papers with Code
Size of downloaded dataset files:
3.47 GB
Size of the auto-converted Parquet files:
3.47 GB
Number of rows:
46,780

Models trained or fine-tuned on detection-datasets/fashionpedia_4_categories