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swin-tiny-patch4-window7-224-finetuned-vit

Image Classification
Transformers
PyTorch
swin
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Community
swin-tiny-patch4-window7-224-finetuned-vit
File size: 1,674 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": "Crack",
    "1": "Environment - Ground",
    "2": "Environment - Other",
    "3": "Environment - Sky",
    "4": "Environment - Vegetation",
    "5": "Joint Defect",
    "6": "Loss of Section",
    "7": "Spalling",
    "8": "Vegetation",
    "9": "Wall - Grafitti",
    "10": "Wall - Normal",
    "11": "Wall - Other",
    "12": "Wall - Stain"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "label2id": {
    "Crack": 0,
    "Environment - Ground": 1,
    "Environment - Other": 2,
    "Environment - Sky": 3,
    "Environment - Vegetation": 4,
    "Joint Defect": 5,
    "Loss of Section": 6,
    "Spalling": 7,
    "Vegetation": 8,
    "Wall - Grafitti": 9,
    "Wall - Normal": 10,
    "Wall - Other": 11,
    "Wall - Stain": 12
  },
  "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": "4.33.1",
  "use_absolute_embeddings": false,
  "window_size": 7
}