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RESISC45-SigLIP2

Image Classification
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RESISC45
SigLIP2
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RESISC45-SigLIP2
File size: 3,107 Bytes 
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{
  "architectures": [
    "SiglipForImageClassification"
  ],
  "id2label": {
    "0": "airplane",
    "1": "airport",
    "2": "baseball diamond",
    "3": "basketball court",
    "4": "beach",
    "5": "bridge",
    "6": "chaparral",
    "7": "church",
    "8": "circular farmland",
    "9": "cloud",
    "10": "commercial area",
    "11": "dense residential",
    "12": "desert",
    "13": "forest",
    "14": "freeway",
    "15": "golf course",
    "16": "ground track field",
    "17": "harbor",
    "18": "industrial area",
    "19": "intersection",
    "20": "island",
    "21": "lake",
    "22": "meadow",
    "23": "medium residential",
    "24": "mobile home park",
    "25": "mountain",
    "26": "overpass",
    "27": "palace",
    "28": "parking lot",
    "29": "railway",
    "30": "railway station",
    "31": "rectangular farmland",
    "32": "river",
    "33": "roundabout",
    "34": "runway",
    "35": "sea ice",
    "36": "ship",
    "37": "snowberg",
    "38": "sparse residential",
    "39": "stadium",
    "40": "storage tank",
    "41": "tennis court",
    "42": "terrace",
    "43": "thermal power station",
    "44": "wetland"
  },
  "initializer_factor": 1.0,
  "label2id": {
    "airplane": 0,
    "airport": 1,
    "baseball diamond": 2,
    "basketball court": 3,
    "beach": 4,
    "bridge": 5,
    "chaparral": 6,
    "church": 7,
    "circular farmland": 8,
    "cloud": 9,
    "commercial area": 10,
    "dense residential": 11,
    "desert": 12,
    "forest": 13,
    "freeway": 14,
    "golf course": 15,
    "ground track field": 16,
    "harbor": 17,
    "industrial area": 18,
    "intersection": 19,
    "island": 20,
    "lake": 21,
    "meadow": 22,
    "medium residential": 23,
    "mobile home park": 24,
    "mountain": 25,
    "overpass": 26,
    "palace": 27,
    "parking lot": 28,
    "railway": 29,
    "railway station": 30,
    "rectangular farmland": 31,
    "river": 32,
    "roundabout": 33,
    "runway": 34,
    "sea ice": 35,
    "ship": 36,
    "snowberg": 37,
    "sparse residential": 38,
    "stadium": 39,
    "storage tank": 40,
    "tennis court": 41,
    "terrace": 42,
    "thermal power station": 43,
    "wetland": 44
  },
  "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"
  }
}