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{
"_name_or_path": "facebook/maskformer-swin-base-ade",
"architectures": [
"MaskFormerForInstanceSegmentation"
],
"backbone_config": {
"depths": [
2,
2,
18,
2
],
"drop_path_rate": 0.3,
"embed_dim": 128,
"hidden_size": 1024,
"image_size": 384,
"in_channels": 3,
"model_type": "swin",
"num_heads": [
4,
8,
16,
32
],
"out_features": [
"stage4"
],
"out_indices": [
4
],
"path_norm": true,
"pretrain_img_size": 384,
"window_size": 12
},
"ce_weight": 1.0,
"cross_entropy_weight": 1.0,
"decoder_config": {
"max_position_embeddings": 1024,
"model_type": "detr",
"scale_embedding": false
},
"dice_weight": 1.0,
"fpn_feature_size": 256,
"id2label": {
"0": "bg",
"1": "tumor"
},
"init_std": 0.02,
"init_xavier_std": 1.0,
"label2id": {
"animal": 126,
"arcade machine": 78,
"armchair": 30,
"awning, sunshade, sunblind": 86,
"bag": 115,
"ball": 119,
"bannister, banister, balustrade, balusters, handrail": 95,
"bar": 77,
"barrel, cask": 111,
"base, pedestal, stand": 40,
"basket, handbasket": 112,
"bed": 7,
"bench": 69,
"bicycle": 127,
"blanket, cover": 131,
"blind, screen": 63,
"boat": 76,
"book": 67,
"bookcase": 62,
"booth": 88,
"bottle": 98,
"box": 41,
"bridge, span": 61,
"buffet, counter, sideboard": 99,
"building": 1,
"bulletin board": 144,
"bus": 80,
"cabinet": 10,
"canopy": 106,
"car": 20,
"case, display case, showcase, vitrine": 55,
"ceiling": 5,
"chair": 19,
"chandelier": 85,
"chest of drawers, chest, bureau, dresser": 44,
"clock": 148,
"clothes": 92,
"coffee table": 64,
"column, pillar": 42,
"computer": 74,
"conveyer belt, conveyor belt, conveyer, conveyor, transporter": 105,
"counter": 45,
"countertop": 70,
"cradle": 117,
"crt screen": 141,
"curtain": 18,
"cushion": 39,
"desk": 33,
"dirt track": 91,
"dishwasher": 129,
"door": 14,
"earth, ground": 13,
"escalator, moving staircase, moving stairway": 96,
"falls": 113,
"fan": 139,
"fence": 32,
"field": 29,
"fireplace": 49,
"flag": 149,
"floor": 3,
"flower": 66,
"food, solid food": 120,
"fountain": 104,
"glass, drinking glass": 147,
"grandstand, covered stand": 51,
"grass": 9,
"hill": 68,
"hood, exhaust hood": 133,
"house": 25,
"hovel, hut, hutch, shack, shanty": 79,
"kitchen island": 73,
"lake": 128,
"lamp": 36,
"land, ground, soil": 94,
"light": 82,
"microwave": 124,
"minibike, motorbike": 116,
"mirror": 27,
"monitor": 143,
"mountain, mount": 16,
"ottoman, pouf, pouffe, puff, hassock": 97,
"oven": 118,
"painting, picture": 22,
"palm, palm tree": 72,
"path": 52,
"person": 12,
"pier": 140,
"pillow": 57,
"plane": 90,
"plant": 17,
"plate": 142,
"plaything, toy": 108,
"pole": 93,
"pool": 109,
"pool table, billiard table, snooker table": 56,
"poster, posting, placard, notice, bill, card": 100,
"pot": 125,
"radiator": 146,
"rail": 38,
"refrigerator, icebox": 50,
"river": 60,
"road, route": 6,
"rock, stone": 34,
"rug": 28,
"runway": 54,
"sand": 46,
"sconce": 134,
"screen": 130,
"screen door, screen": 58,
"sculpture": 132,
"sea": 26,
"seat": 31,
"shelf": 24,
"ship": 103,
"shower": 145,
"sidewalk, pavement": 11,
"signboard, sign": 43,
"sink": 47,
"sky": 2,
"skyscraper": 48,
"sofa": 23,
"stage": 101,
"stairs": 53,
"stairway, staircase": 59,
"step, stair": 121,
"stool": 110,
"stove": 71,
"street lamp": 87,
"swivel chair": 75,
"table": 15,
"tank, storage tank": 122,
"tent": 114,
"toilet, can, commode, crapper, pot, potty, stool, throne": 65,
"towel": 81,
"tower": 84,
"trade name": 123,
"traffic light": 136,
"trash can": 138,
"tray": 137,
"tree": 4,
"truck": 83,
"tub": 37,
"tv": 89,
"van": 102,
"vase": 135,
"wall": 0,
"wardrobe, closet, press": 35,
"washer, automatic washer, washing machine": 107,
"water": 21,
"window ": 8
},
"mask_feature_size": 256,
"mask_weight": 20.0,
"model_type": "maskformer",
"no_object_weight": 0.1,
"num_attention_heads": 8,
"num_hidden_layers": 6,
"num_queries": 100,
"output_auxiliary_logits": null,
"torch_dtype": "float32",
"transformers_version": "4.34.1",
"use_auxiliary_loss": false
}