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image_classification_ConvNext

Image Classification
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image_classification_ConvNext
File size: 1,880 Bytes 
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{
  "_name_or_path": "facebook/convnext-tiny-224",
  "architectures": [
    "ConvNextForImageClassification"
  ],
  "depths": [
    3,
    3,
    9,
    3
  ],
  "drop_path_rate": 0.0,
  "hidden_act": "gelu",
  "hidden_sizes": [
    96,
    192,
    384,
    768
  ],
  "id2label": {
    "0": "Makeup",
    "1": "Innerwear",
    "10": "Watches",
    "11": "Bags",
    "12": "Wallets",
    "13": "Shoes",
    "14": "Jewellery",
    "15": "Scarves",
    "16": "Fragrance",
    "17": "Topwear",
    "18": "Dress",
    "19": "Cufflinks",
    "2": "Saree",
    "20": "Accessories",
    "21": "Ties",
    "22": "Eyewear",
    "23": "Nails",
    "24": "Sandal",
    "25": "Belts",
    "26": "Bottomwear",
    "3": "Headwear",
    "4": "Flip Flops",
    "5": "Lips",
    "6": "Apparel Set",
    "7": "Socks",
    "8": "Free Gifts",
    "9": "Loungewear and Nightwear"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "label2id": {
    "Accessories": 20,
    "Apparel Set": 6,
    "Bags": 11,
    "Belts": 25,
    "Bottomwear": 26,
    "Cufflinks": 19,
    "Dress": 18,
    "Eyewear": 22,
    "Flip Flops": 4,
    "Fragrance": 16,
    "Free Gifts": 8,
    "Headwear": 3,
    "Innerwear": 1,
    "Jewellery": 14,
    "Lips": 5,
    "Loungewear and Nightwear": 9,
    "Makeup": 0,
    "Nails": 23,
    "Sandal": 24,
    "Saree": 2,
    "Scarves": 15,
    "Shoes": 13,
    "Socks": 7,
    "Ties": 21,
    "Topwear": 17,
    "Wallets": 12,
    "Watches": 10
  },
  "layer_norm_eps": 1e-12,
  "layer_scale_init_value": 1e-06,
  "model_type": "convnext",
  "num_channels": 3,
  "num_stages": 4,
  "out_features": [
    "stage4"
  ],
  "out_indices": [
    4
  ],
  "patch_size": 4,
  "problem_type": "single_label_classification",
  "stage_names": [
    "stem",
    "stage1",
    "stage2",
    "stage3",
    "stage4"
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.28.1"
}