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Train-Test-Augmentation-swinv2-base

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Train-Test-Augmentation-swinv2-base
File size: 1,587 Bytes 
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{
  "_name_or_path": "microsoft/swinv2-base-patch4-window12to16-192to256-22kto1k-ft",
  "architectures": [
    "Swinv2ForImageClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "depths": [
    2,
    2,
    18,
    2
  ],
  "drop_path_rate": 0.1,
  "embed_dim": 128,
  "encoder_stride": 32,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 1024,
  "id2label": {
    "0": "Erythrodermic",
    "1": "Guttate",
    "2": "Inverse",
    "3": "Nail",
    "4": "Normal",
    "5": "Not Define",
    "6": "Palm Soles",
    "7": "Plaque",
    "8": "Psoriatic Arthritis",
    "9": "Pustular",
    "10": "Scalp",
    "11": "UPNormal"
  },
  "image_size": 256,
  "initializer_range": 0.02,
  "label2id": {
    "Erythrodermic": 0,
    "Guttate": 1,
    "Inverse": 2,
    "Nail": 3,
    "Normal": 4,
    "Not Define": 5,
    "Palm Soles": 6,
    "Plaque": 7,
    "Psoriatic Arthritis": 8,
    "Pustular": 9,
    "Scalp": 10,
    "UPNormal": 11
  },
  "layer_norm_eps": 1e-05,
  "mlp_ratio": 4.0,
  "model_type": "swinv2",
  "num_channels": 3,
  "num_heads": [
    4,
    8,
    16,
    32
  ],
  "num_layers": 4,
  "out_features": [
    "stage4"
  ],
  "out_indices": [
    4
  ],
  "patch_size": 4,
  "path_norm": true,
  "pretrained_window_sizes": [
    12,
    12,
    12,
    6
  ],
  "problem_type": "single_label_classification",
  "qkv_bias": true,
  "stage_names": [
    "stem",
    "stage1",
    "stage2",
    "stage3",
    "stage4"
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.39.3",
  "use_absolute_embeddings": false,
  "window_size": 16
}