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swin-tiny-patch4-window7-224-finetuned-eurosat

Image Classification
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swin-tiny-patch4-window7-224-finetuned-eurosat
File size: 6,802 Bytes 
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{
  "_name_or_path": "microsoft/swin-tiny-patch4-window7-224",
  "architectures": [
    "SwinForImageClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "depths": [
    2,
    2,
    6,
    2
  ],
  "drop_path_rate": 0.1,
  "embed_dim": 96,
  "encoder_stride": 32,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 768,
  "id2label": {
    "0": "corrugation",
    "1": "corrugation flaking_multiple squat",
    "2": "corrugation spalling",
    "3": "crack",
    "4": "crack flaking spalling",
    "5": "crack flaking spalling_multiple",
    "6": "crack flaking spalling_multiple squat",
    "7": "crack flaking_multiple",
    "8": "crack flaking_multiple spalling squat",
    "9": "crack flaking_multiple spalling_multiple",
    "10": "crack flaking_multiple spalling_multiple squat",
    "11": "crack flaking_multiple spalling_multiple squat_multiple",
    "12": "crack flaking_multiple squat",
    "13": "crack spalling",
    "14": "crack spalling squat",
    "15": "crack spalling_multiple",
    "16": "crack spalling_multiple squat",
    "17": "crack spalling_multiple squat_multiple",
    "18": "crack squat",
    "19": "crack_multiple",
    "20": "crack_multiple flaking spalling squat",
    "21": "crack_multiple flaking spalling squat_multiple",
    "22": "crack_multiple flaking spalling_multiple",
    "23": "crack_multiple flaking spalling_multiple squat",
    "24": "crack_multiple flaking spalling_multiple squat_multiple",
    "25": "crack_multiple flaking_multiple",
    "26": "crack_multiple flaking_multiple spalling",
    "27": "crack_multiple flaking_multiple spalling squat",
    "28": "crack_multiple flaking_multiple spalling squat_multiple",
    "29": "crack_multiple flaking_multiple spalling_multiple",
    "30": "crack_multiple flaking_multiple spalling_multiple squat",
    "31": "crack_multiple flaking_multiple spalling_multiple squat_multiple",
    "32": "crack_multiple flaking_multiple squat",
    "33": "crack_multiple spalling",
    "34": "crack_multiple spalling squat",
    "35": "crack_multiple spalling squat_multiple",
    "36": "crack_multiple spalling_multiple",
    "37": "crack_multiple spalling_multiple squat",
    "38": "crack_multiple spalling_multiple squat_multiple",
    "39": "crack_multiple squat",
    "40": "crack_multiple squat_multiple",
    "41": "empty",
    "42": "flaking",
    "43": "flaking putus spalling_multiple",
    "44": "flaking spalling",
    "45": "flaking spalling squat",
    "46": "flaking spalling_multiple",
    "47": "flaking spalling_multiple squat",
    "48": "flaking squat",
    "49": "flaking squat_multiple",
    "50": "flaking_multiple",
    "51": "flaking_multiple spalling",
    "52": "flaking_multiple spalling squat",
    "53": "flaking_multiple spalling squat_multiple",
    "54": "flaking_multiple spalling_multiple",
    "55": "flaking_multiple spalling_multiple squat",
    "56": "flaking_multiple spalling_multiple squat_multiple",
    "57": "flaking_multiple squat",
    "58": "flaking_multiple squat_multiple",
    "59": "putus",
    "60": "putus spalling_multiple",
    "61": "spalling",
    "62": "spalling squat",
    "63": "spalling squat_multiple",
    "64": "spalling_multiple",
    "65": "spalling_multiple squat",
    "66": "spalling_multiple squat_multiple",
    "67": "squat",
    "68": "squat_multiple"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "label2id": {
    "corrugation": 0,
    "corrugation flaking_multiple squat": 1,
    "corrugation spalling": 2,
    "crack": 3,
    "crack flaking spalling": 4,
    "crack flaking spalling_multiple": 5,
    "crack flaking spalling_multiple squat": 6,
    "crack flaking_multiple": 7,
    "crack flaking_multiple spalling squat": 8,
    "crack flaking_multiple spalling_multiple": 9,
    "crack flaking_multiple spalling_multiple squat": 10,
    "crack flaking_multiple spalling_multiple squat_multiple": 11,
    "crack flaking_multiple squat": 12,
    "crack spalling": 13,
    "crack spalling squat": 14,
    "crack spalling_multiple": 15,
    "crack spalling_multiple squat": 16,
    "crack spalling_multiple squat_multiple": 17,
    "crack squat": 18,
    "crack_multiple": 19,
    "crack_multiple flaking spalling squat": 20,
    "crack_multiple flaking spalling squat_multiple": 21,
    "crack_multiple flaking spalling_multiple": 22,
    "crack_multiple flaking spalling_multiple squat": 23,
    "crack_multiple flaking spalling_multiple squat_multiple": 24,
    "crack_multiple flaking_multiple": 25,
    "crack_multiple flaking_multiple spalling": 26,
    "crack_multiple flaking_multiple spalling squat": 27,
    "crack_multiple flaking_multiple spalling squat_multiple": 28,
    "crack_multiple flaking_multiple spalling_multiple": 29,
    "crack_multiple flaking_multiple spalling_multiple squat": 30,
    "crack_multiple flaking_multiple spalling_multiple squat_multiple": 31,
    "crack_multiple flaking_multiple squat": 32,
    "crack_multiple spalling": 33,
    "crack_multiple spalling squat": 34,
    "crack_multiple spalling squat_multiple": 35,
    "crack_multiple spalling_multiple": 36,
    "crack_multiple spalling_multiple squat": 37,
    "crack_multiple spalling_multiple squat_multiple": 38,
    "crack_multiple squat": 39,
    "crack_multiple squat_multiple": 40,
    "empty": 41,
    "flaking": 42,
    "flaking putus spalling_multiple": 43,
    "flaking spalling": 44,
    "flaking spalling squat": 45,
    "flaking spalling_multiple": 46,
    "flaking spalling_multiple squat": 47,
    "flaking squat": 48,
    "flaking squat_multiple": 49,
    "flaking_multiple": 50,
    "flaking_multiple spalling": 51,
    "flaking_multiple spalling squat": 52,
    "flaking_multiple spalling squat_multiple": 53,
    "flaking_multiple spalling_multiple": 54,
    "flaking_multiple spalling_multiple squat": 55,
    "flaking_multiple spalling_multiple squat_multiple": 56,
    "flaking_multiple squat": 57,
    "flaking_multiple squat_multiple": 58,
    "putus": 59,
    "putus spalling_multiple": 60,
    "spalling": 61,
    "spalling squat": 62,
    "spalling squat_multiple": 63,
    "spalling_multiple": 64,
    "spalling_multiple squat": 65,
    "spalling_multiple squat_multiple": 66,
    "squat": 67,
    "squat_multiple": 68
  },
  "layer_norm_eps": 1e-05,
  "mlp_ratio": 4.0,
  "model_type": "swin",
  "num_channels": 3,
  "num_heads": [
    3,
    6,
    12,
    24
  ],
  "num_layers": 4,
  "out_features": [
    "stage4"
  ],
  "out_indices": [
    4
  ],
  "patch_size": 4,
  "path_norm": true,
  "problem_type": "single_label_classification",
  "qkv_bias": true,
  "stage_names": [
    "stem",
    "stage1",
    "stage2",
    "stage3",
    "stage4"
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.41.2",
  "use_absolute_embeddings": false,
  "window_size": 7
}