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aesthetic_classifier

Zero-Shot Image Classification
Safetensors
English
dinov2
fashion
aesthetics
classification
shopping
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aesthetic_classifier
File size: 2,654 Bytes 
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{
  "_name_or_path": "facebook/dinov2-base",
  "apply_layernorm": true,
  "architectures": [
    "Dinov2ForImageClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "drop_path_rate": 0.0,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 768,
  "id2label": {
    "0": "athleisure",
    "1": "balletcore",
    "2": "boho",
    "3": "british_heritage",
    "4": "casual_streetwear",
    "5": "chalet-chic",
    "6": "chic",
    "7": "coquette",
    "8": "cottagecore",
    "9": "dark_academia",
    "10": "edgy_streetwear",
    "11": "elegant",
    "12": "gothic",
    "13": "grunge",
    "14": "high_fashion",
    "15": "italian_classic",
    "16": "japanese_street_style",
    "17": "korean_streetwear",
    "18": "maximalist",
    "19": "mediterranean_chic",
    "20": "minimalist",
    "21": "old_money",
    "22": "outdoor",
    "23": "parisian",
    "24": "power_dressing",
    "25": "preppy",
    "26": "punk",
    "27": "rustic",
    "28": "scandinavian_minimalism",
    "29": "soft_girl",
    "30": "sporty",
    "31": "techwear",
    "32": "western___cowboy",
    "33": "workwear",
    "34": "y2k"
  },
  "image_size": 518,
  "initializer_range": 0.02,
  "label2id": {
    "athleisure": 0,
    "balletcore": 1,
    "boho": 2,
    "british_heritage": 3,
    "casual_streetwear": 4,
    "chalet-chic": 5,
    "chic": 6,
    "coquette": 7,
    "cottagecore": 8,
    "dark_academia": 9,
    "edgy_streetwear": 10,
    "elegant": 11,
    "gothic": 12,
    "grunge": 13,
    "high_fashion": 14,
    "italian_classic": 15,
    "japanese_street_style": 16,
    "korean_streetwear": 17,
    "maximalist": 18,
    "mediterranean_chic": 19,
    "minimalist": 20,
    "old_money": 21,
    "outdoor": 22,
    "parisian": 23,
    "power_dressing": 24,
    "preppy": 25,
    "punk": 26,
    "rustic": 27,
    "scandinavian_minimalism": 28,
    "soft_girl": 29,
    "sporty": 30,
    "techwear": 31,
    "western___cowboy": 32,
    "workwear": 33,
    "y2k": 34
  },
  "layer_norm_eps": 1e-06,
  "layerscale_value": 1.0,
  "mlp_ratio": 4,
  "model_type": "dinov2",
  "num_attention_heads": 12,
  "num_channels": 3,
  "num_hidden_layers": 12,
  "out_features": [
    "stage12"
  ],
  "out_indices": [
    12
  ],
  "patch_size": 14,
  "problem_type": "single_label_classification",
  "qkv_bias": true,
  "reshape_hidden_states": true,
  "stage_names": [
    "stem",
    "stage1",
    "stage2",
    "stage3",
    "stage4",
    "stage5",
    "stage6",
    "stage7",
    "stage8",
    "stage9",
    "stage10",
    "stage11",
    "stage12"
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.48.2",
  "use_swiglu_ffn": false
}