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Fashion_Image_Classifier_Subcategory

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Fashion_Image_Classifier_Subcategory
File size: 2,613 Bytes
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{
  "architectures": [
    "ResNetForImageClassification"
  ],
  "depths": [
    3,
    4,
    6,
    3
  ],
  "downsample_in_bottleneck": false,
  "downsample_in_first_stage": false,
  "dtype": "float32",
  "embedding_size": 64,
  "hidden_act": "relu",
  "hidden_sizes": [
    256,
    512,
    1024,
    2048
  ],
  "id2label": {
    "0": "Accessories",
    "1": "Apparel Set",
    "2": "Bags",
    "3": "Bath and Body",
    "4": "Beauty Accessories",
    "5": "Belts",
    "6": "Bottomwear",
    "7": "Cufflinks",
    "8": "Dress",
    "9": "Eyes",
    "10": "Eyewear",
    "11": "Flip Flops",
    "12": "Fragrance",
    "13": "Free Gifts",
    "14": "Gloves",
    "15": "Hair",
    "16": "Headwear",
    "17": "Home Furnishing",
    "18": "Innerwear",
    "19": "Jewellery",
    "20": "Lips",
    "21": "Loungewear and Nightwear",
    "22": "Makeup",
    "23": "Mufflers",
    "24": "Nails",
    "25": "Perfumes",
    "26": "Sandal",
    "27": "Saree",
    "28": "Scarves",
    "29": "Shoe Accessories",
    "30": "Shoes",
    "31": "Skin",
    "32": "Skin Care",
    "33": "Socks",
    "34": "Sports Accessories",
    "35": "Sports Equipment",
    "36": "Stoles",
    "37": "Ties",
    "38": "Topwear",
    "39": "Umbrellas",
    "40": "Vouchers",
    "41": "Wallets",
    "42": "Watches",
    "43": "Water Bottle",
    "44": "Wristbands"
  },
  "label2id": {
    "Accessories": 0,
    "Apparel Set": 1,
    "Bags": 2,
    "Bath and Body": 3,
    "Beauty Accessories": 4,
    "Belts": 5,
    "Bottomwear": 6,
    "Cufflinks": 7,
    "Dress": 8,
    "Eyes": 9,
    "Eyewear": 10,
    "Flip Flops": 11,
    "Fragrance": 12,
    "Free Gifts": 13,
    "Gloves": 14,
    "Hair": 15,
    "Headwear": 16,
    "Home Furnishing": 17,
    "Innerwear": 18,
    "Jewellery": 19,
    "Lips": 20,
    "Loungewear and Nightwear": 21,
    "Makeup": 22,
    "Mufflers": 23,
    "Nails": 24,
    "Perfumes": 25,
    "Sandal": 26,
    "Saree": 27,
    "Scarves": 28,
    "Shoe Accessories": 29,
    "Shoes": 30,
    "Skin": 31,
    "Skin Care": 32,
    "Socks": 33,
    "Sports Accessories": 34,
    "Sports Equipment": 35,
    "Stoles": 36,
    "Ties": 37,
    "Topwear": 38,
    "Umbrellas": 39,
    "Vouchers": 40,
    "Wallets": 41,
    "Watches": 42,
    "Water Bottle": 43,
    "Wristbands": 44
  },
  "layer_type": "bottleneck",
  "model_type": "resnet",
  "num_channels": 3,
  "out_features": [
    "stage4"
  ],
  "out_indices": [
    4
  ],
  "problem_type": "single_label_classification",
  "stage_names": [
    "stem",
    "stage1",
    "stage2",
    "stage3",
    "stage4"
  ],
  "transformers_version": "5.0.0"
}