scene_segmentation / 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": "4.35.2"
}