SkinLesionsTransformer / config.json
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{
"_name_or_path": "google/vit-large-patch16-224-in21k",
"architectures": [
"ViTForImageClassification"
],
"attention_probs_dropout_prob": 0.0,
"encoder_stride": 16,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.0,
"hidden_size": 1024,
"id2label": {
"0": "Actinic keratoses",
"1": "Basal cell carcinoma",
"10": "Melanoma",
"11": "Monkeypox",
"12": "Squamous cell carcinoma",
"13": "Vascular lesions",
"2": "Benign keratosis-like lesions",
"3": "Chickenpox",
"4": "Cowpox",
"5": "Dermatofibroma",
"6": "HFMD",
"7": "Healthy",
"8": "Measles",
"9": "Melanocytic nevi"
},
"image_size": 224,
"initializer_range": 0.02,
"intermediate_size": 4096,
"label2id": {
"Actinic keratoses": "0",
"Basal cell carcinoma": "1",
"Benign keratosis-like lesions": "2",
"Chickenpox": "3",
"Cowpox": "4",
"Dermatofibroma": "5",
"HFMD": "6",
"Healthy": "7",
"Measles": "8",
"Melanocytic nevi": "9",
"Melanoma": "10",
"Monkeypox": "11",
"Squamous cell carcinoma": "12",
"Vascular lesions": "13"
},
"layer_norm_eps": 1e-12,
"model_type": "vit",
"num_attention_heads": 16,
"num_channels": 3,
"num_hidden_layers": 24,
"patch_size": 16,
"problem_type": "single_label_classification",
"qkv_bias": true,
"torch_dtype": "float32",
"transformers_version": "4.36.2"
}