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WikiArt-Genre

Image Classification
Transformers
Safetensors
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siglip
WikiArt
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art
SigLIP2
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WikiArt-Genre
File size: 3,139 Bytes 
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{
  "architectures": [
    "SiglipForImageClassification"
  ],
  "id2label": {
    "0": "None",
    "1": "abstract",
    "2": "advertisement",
    "3": "allegorical painting",
    "4": "animal painting",
    "5": "battle painting",
    "6": "bijinga",
    "7": "bird-and-flower painting",
    "8": "calligraphy",
    "9": "capriccio",
    "10": "caricature",
    "11": "cityscape",
    "12": "cloudscape",
    "13": "design",
    "14": "figurative",
    "15": "flower painting",
    "16": "genre painting",
    "17": "history painting",
    "18": "illustration",
    "19": "interior",
    "20": "landscape",
    "21": "literary painting",
    "22": "marina",
    "23": "miniature",
    "24": "mythological painting",
    "25": "nude painting (nu)",
    "26": "panorama",
    "27": "pastorale",
    "28": "portrait",
    "29": "poster",
    "30": "quadratura",
    "31": "religious painting",
    "32": "self-portrait",
    "33": "shan shui",
    "34": "sketch and study",
    "35": "still life",
    "36": "symbolic painting",
    "37": "tessellation",
    "38": "urushi-e",
    "39": "vanitas",
    "40": "veduta",
    "41": "wildlife painting",
    "42": "yakusha-e"
  },
  "initializer_factor": 1.0,
  "label2id": {
    "None": 0,
    "abstract": 1,
    "advertisement": 2,
    "allegorical painting": 3,
    "animal painting": 4,
    "battle painting": 5,
    "bijinga": 6,
    "bird-and-flower painting": 7,
    "calligraphy": 8,
    "capriccio": 9,
    "caricature": 10,
    "cityscape": 11,
    "cloudscape": 12,
    "design": 13,
    "figurative": 14,
    "flower painting": 15,
    "genre painting": 16,
    "history painting": 17,
    "illustration": 18,
    "interior": 19,
    "landscape": 20,
    "literary painting": 21,
    "marina": 22,
    "miniature": 23,
    "mythological painting": 24,
    "nude painting (nu)": 25,
    "panorama": 26,
    "pastorale": 27,
    "portrait": 28,
    "poster": 29,
    "quadratura": 30,
    "religious painting": 31,
    "self-portrait": 32,
    "shan shui": 33,
    "sketch and study": 34,
    "still life": 35,
    "symbolic painting": 36,
    "tessellation": 37,
    "urushi-e": 38,
    "vanitas": 39,
    "veduta": 40,
    "wildlife painting": 41,
    "yakusha-e": 42
  },
  "model_type": "siglip",
  "problem_type": "single_label_classification",
  "text_config": {
    "attention_dropout": 0.0,
    "hidden_act": "gelu_pytorch_tanh",
    "hidden_size": 768,
    "intermediate_size": 3072,
    "layer_norm_eps": 1e-06,
    "max_position_embeddings": 64,
    "model_type": "siglip_text_model",
    "num_attention_heads": 12,
    "num_hidden_layers": 12,
    "projection_size": 768,
    "torch_dtype": "float32",
    "vocab_size": 256000
  },
  "torch_dtype": "float32",
  "transformers_version": "4.50.0",
  "vision_config": {
    "attention_dropout": 0.0,
    "hidden_act": "gelu_pytorch_tanh",
    "hidden_size": 768,
    "image_size": 224,
    "intermediate_size": 3072,
    "layer_norm_eps": 1e-06,
    "model_type": "siglip_vision_model",
    "num_attention_heads": 12,
    "num_channels": 3,
    "num_hidden_layers": 12,
    "patch_size": 16,
    "torch_dtype": "float32"
  }
}