{ | |
"_name_or_path": "nvidia/segformer-b3-finetuned-ade-512-512", | |
"architectures": [ | |
"SegformerForSemanticSegmentation" | |
], | |
"attention_probs_dropout_prob": 0.0, | |
"classifier_dropout_prob": 0.1, | |
"decoder_hidden_size": 768, | |
"depths": [ | |
3, | |
4, | |
18, | |
3 | |
], | |
"downsampling_rates": [ | |
1, | |
4, | |
8, | |
16 | |
], | |
"drop_path_rate": 0.1, | |
"hidden_act": "gelu", | |
"hidden_dropout_prob": 0.0, | |
"hidden_sizes": [ | |
64, | |
128, | |
320, | |
512 | |
], | |
"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": "4.31.0" | |
} | |