Segments / config.json
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{
"_name_or_path": "nvidia/mit-b0",
"architectures": [
"SegformerForSemanticSegmentation"
],
"attention_probs_dropout_prob": 0.0,
"classifier_dropout_prob": 0.1,
"decoder_hidden_size": 256,
"depths": [
2,
2,
2,
2
],
"downsampling_rates": [
1,
4,
8,
16
],
"drop_path_rate": 0.1,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.0,
"hidden_sizes": [
32,
64,
160,
256
],
"id2label": {
"0": "wall",
"1": "building",
"2": "sky",
"3": "floor",
"4": "tree",
"5": "ceiling",
"6": "road",
"7": "bed ",
"8": "windowpane",
"9": "grass",
"10": "cabinet",
"11": "sidewalk",
"12": "person",
"13": "earth",
"14": "door",
"15": "table",
"16": "mountain",
"17": "plant",
"18": "curtain",
"19": "chair",
"20": "car",
"21": "water",
"22": "painting",
"23": "sofa",
"24": "shelf",
"25": "house",
"26": "sea",
"27": "mirror",
"28": "rug",
"29": "field",
"30": "armchair",
"31": "seat",
"32": "fence",
"33": "desk",
"34": "rock",
"35": "wardrobe",
"36": "lamp",
"37": "bathtub",
"38": "railing",
"39": "cushion",
"40": "base",
"41": "box",
"42": "column",
"43": "signboard",
"44": "chest of drawers",
"45": "counter",
"46": "sand",
"47": "sink",
"48": "skyscraper",
"49": "fireplace",
"50": "refrigerator",
"51": "grandstand",
"52": "path",
"53": "stairs",
"54": "runway",
"55": "case",
"56": "pool table",
"57": "pillow",
"58": "screen door",
"59": "stairway",
"60": "river",
"61": "bridge",
"62": "bookcase",
"63": "blind",
"64": "coffee table",
"65": "toilet",
"66": "flower",
"67": "book",
"68": "hill",
"69": "bench",
"70": "countertop",
"71": "stove",
"72": "palm",
"73": "kitchen island",
"74": "computer",
"75": "swivel chair",
"76": "boat",
"77": "bar",
"78": "arcade machine",
"79": "hovel",
"80": "bus",
"81": "towel",
"82": "light",
"83": "truck",
"84": "tower",
"85": "chandelier",
"86": "awning",
"87": "streetlight",
"88": "booth",
"89": "television receiver",
"90": "airplane",
"91": "dirt track",
"92": "apparel",
"93": "pole",
"94": "land",
"95": "bannister",
"96": "escalator",
"97": "ottoman",
"98": "bottle",
"99": "buffet",
"100": "poster",
"101": "stage",
"102": "van",
"103": "ship",
"104": "fountain",
"105": "conveyer belt",
"106": "canopy",
"107": "washer",
"108": "plaything",
"109": "swimming pool",
"110": "stool",
"111": "barrel",
"112": "basket",
"113": "waterfall",
"114": "tent",
"115": "bag",
"116": "minibike",
"117": "cradle",
"118": "oven",
"119": "ball",
"120": "food",
"121": "step",
"122": "tank",
"123": "trade name",
"124": "microwave",
"125": "pot",
"126": "animal",
"127": "bicycle",
"128": "lake",
"129": "dishwasher",
"130": "screen",
"131": "blanket",
"132": "sculpture",
"133": "hood",
"134": "sconce",
"135": "vase",
"136": "traffic light",
"137": "tray",
"138": "ashcan",
"139": "fan",
"140": "pier",
"141": "crt screen",
"142": "plate",
"143": "monitor",
"144": "bulletin board",
"145": "shower",
"146": "radiator",
"147": "glass",
"148": "clock",
"149": "flag"
},
"image_size": 224,
"initializer_range": 0.02,
"label2id": {
"airplane": "90",
"animal": "126",
"apparel": "92",
"arcade machine": "78",
"armchair": "30",
"ashcan": "138",
"awning": "86",
"bag": "115",
"ball": "119",
"bannister": "95",
"bar": "77",
"barrel": "111",
"base": "40",
"basket": "112",
"bathtub": "37",
"bed ": "7",
"bench": "69",
"bicycle": "127",
"blanket": "131",
"blind": "63",
"boat": "76",
"book": "67",
"bookcase": "62",
"booth": "88",
"bottle": "98",
"box": "41",
"bridge": "61",
"buffet": "99",
"building": "1",
"bulletin board": "144",
"bus": "80",
"cabinet": "10",
"canopy": "106",
"car": "20",
"case": "55",
"ceiling": "5",
"chair": "19",
"chandelier": "85",
"chest of drawers": "44",
"clock": "148",
"coffee table": "64",
"column": "42",
"computer": "74",
"conveyer belt": "105",
"counter": "45",
"countertop": "70",
"cradle": "117",
"crt screen": "141",
"curtain": "18",
"cushion": "39",
"desk": "33",
"dirt track": "91",
"dishwasher": "129",
"door": "14",
"earth": "13",
"escalator": "96",
"fan": "139",
"fence": "32",
"field": "29",
"fireplace": "49",
"flag": "149",
"floor": "3",
"flower": "66",
"food": "120",
"fountain": "104",
"glass": "147",
"grandstand": "51",
"grass": "9",
"hill": "68",
"hood": "133",
"house": "25",
"hovel": "79",
"kitchen island": "73",
"lake": "128",
"lamp": "36",
"land": "94",
"light": "82",
"microwave": "124",
"minibike": "116",
"mirror": "27",
"monitor": "143",
"mountain": "16",
"ottoman": "97",
"oven": "118",
"painting": "22",
"palm": "72",
"path": "52",
"person": "12",
"pier": "140",
"pillow": "57",
"plant": "17",
"plate": "142",
"plaything": "108",
"pole": "93",
"pool table": "56",
"poster": "100",
"pot": "125",
"radiator": "146",
"railing": "38",
"refrigerator": "50",
"river": "60",
"road": "6",
"rock": "34",
"rug": "28",
"runway": "54",
"sand": "46",
"sconce": "134",
"screen": "130",
"screen door": "58",
"sculpture": "132",
"sea": "26",
"seat": "31",
"shelf": "24",
"ship": "103",
"shower": "145",
"sidewalk": "11",
"signboard": "43",
"sink": "47",
"sky": "2",
"skyscraper": "48",
"sofa": "23",
"stage": "101",
"stairs": "53",
"stairway": "59",
"step": "121",
"stool": "110",
"stove": "71",
"streetlight": "87",
"swimming pool": "109",
"swivel chair": "75",
"table": "15",
"tank": "122",
"television receiver": "89",
"tent": "114",
"toilet": "65",
"towel": "81",
"tower": "84",
"trade name": "123",
"traffic light": "136",
"tray": "137",
"tree": "4",
"truck": "83",
"van": "102",
"vase": "135",
"wall": "0",
"wardrobe": "35",
"washer": "107",
"water": "21",
"waterfall": "113",
"windowpane": "8"
},
"layer_norm_eps": 1e-06,
"mlp_ratios": [
4,
4,
4,
4
],
"model_type": "segformer",
"num_attention_heads": [
1,
2,
5,
8
],
"num_channels": 3,
"num_encoder_blocks": 4,
"patch_sizes": [
7,
3,
3,
3
],
"reshape_last_stage": true,
"semantic_loss_ignore_index": 255,
"sr_ratios": [
8,
4,
2,
1
],
"strides": [
4,
2,
2,
2
],
"torch_dtype": "float32",
"transformers_version": "4.33.0.dev0"
}