segformer-b0-finetuned / config.json
MF21377197's picture
End of training
121c3c3 verified
raw
history blame
5.51 kB
{
"_name_or_path": "nvidia/mit-b1",
"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": [
64,
128,
320,
512
],
"id2label": {
"0": "background",
"1": "candy",
"10": "cake",
"100": "oyster mushroom",
"101": "white button mushroom",
"102": "salad",
"103": "other ingredients",
"11": "wine",
"12": "milkshake",
"13": "coffee",
"14": "juice",
"15": "milk",
"16": "tea",
"17": "almond",
"18": "red beans",
"19": "cashew",
"2": "egg tart",
"20": "dried cranberries",
"21": "soy",
"22": "walnut",
"23": "peanut",
"24": "egg",
"25": "apple",
"26": "date",
"27": "apricot",
"28": "avocado",
"29": "banana",
"3": "french fries",
"30": "strawberry",
"31": "cherry",
"32": "blueberry",
"33": "raspberry",
"34": "mango",
"35": "olives",
"36": "peach",
"37": "lemon",
"38": "pear",
"39": "fig",
"4": "chocolate",
"40": "pineapple",
"41": "grape",
"42": "kiwi",
"43": "melon",
"44": "orange",
"45": "watermelon",
"46": "steak",
"47": "pork",
"48": "chicken duck",
"49": "sausage",
"5": "biscuit",
"50": "fried meat",
"51": "lamb",
"52": "sauce",
"53": "crab",
"54": "fish",
"55": "shellfish",
"56": "shrimp",
"57": "soup",
"58": "bread",
"59": "corn",
"6": "popcorn",
"60": "hamburg",
"61": "pizza",
"62": " hanamaki baozi",
"63": "wonton dumplings",
"64": "pasta",
"65": "noodles",
"66": "rice",
"67": "pie",
"68": "tofu",
"69": "eggplant",
"7": "pudding",
"70": "potato",
"71": "garlic",
"72": "cauliflower",
"73": "tomato",
"74": "kelp",
"75": "seaweed",
"76": "spring onion",
"77": "rape",
"78": "ginger",
"79": "okra",
"8": "ice cream",
"80": "lettuce",
"81": "pumpkin",
"82": "cucumber",
"83": "white radish",
"84": "carrot",
"85": "asparagus",
"86": "bamboo shoots",
"87": "broccoli",
"88": "celery stick",
"89": "cilantro mint",
"9": "cheese butter",
"90": "snow peas",
"91": " cabbage",
"92": "bean sprouts",
"93": "onion",
"94": "pepper",
"95": "green beans",
"96": "French beans",
"97": "king oyster mushroom",
"98": "shiitake",
"99": "enoki mushroom"
},
"image_size": 224,
"initializer_range": 0.02,
"label2id": {
" cabbage": "91",
" hanamaki baozi": "62",
"French beans": "96",
"almond": "17",
"apple": "25",
"apricot": "27",
"asparagus": "85",
"avocado": "28",
"background": "0",
"bamboo shoots": "86",
"banana": "29",
"bean sprouts": "92",
"biscuit": "5",
"blueberry": "32",
"bread": "58",
"broccoli": "87",
"cake": "10",
"candy": "1",
"carrot": "84",
"cashew": "19",
"cauliflower": "72",
"celery stick": "88",
"cheese butter": "9",
"cherry": "31",
"chicken duck": "48",
"chocolate": "4",
"cilantro mint": "89",
"coffee": "13",
"corn": "59",
"crab": "53",
"cucumber": "82",
"date": "26",
"dried cranberries": "20",
"egg": "24",
"egg tart": "2",
"eggplant": "69",
"enoki mushroom": "99",
"fig": "39",
"fish": "54",
"french fries": "3",
"fried meat": "50",
"garlic": "71",
"ginger": "78",
"grape": "41",
"green beans": "95",
"hamburg": "60",
"ice cream": "8",
"juice": "14",
"kelp": "74",
"king oyster mushroom": "97",
"kiwi": "42",
"lamb": "51",
"lemon": "37",
"lettuce": "80",
"mango": "34",
"melon": "43",
"milk": "15",
"milkshake": "12",
"noodles": "65",
"okra": "79",
"olives": "35",
"onion": "93",
"orange": "44",
"other ingredients": "103",
"oyster mushroom": "100",
"pasta": "64",
"peach": "36",
"peanut": "23",
"pear": "38",
"pepper": "94",
"pie": "67",
"pineapple": "40",
"pizza": "61",
"popcorn": "6",
"pork": "47",
"potato": "70",
"pudding": "7",
"pumpkin": "81",
"rape": "77",
"raspberry": "33",
"red beans": "18",
"rice": "66",
"salad": "102",
"sauce": "52",
"sausage": "49",
"seaweed": "75",
"shellfish": "55",
"shiitake": "98",
"shrimp": "56",
"snow peas": "90",
"soup": "57",
"soy": "21",
"spring onion": "76",
"steak": "46",
"strawberry": "30",
"tea": "16",
"tofu": "68",
"tomato": "73",
"walnut": "22",
"watermelon": "45",
"white button mushroom": "101",
"white radish": "83",
"wine": "11",
"wonton dumplings": "63"
},
"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": "4.39.3"
}