{ | |
"_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": "Actinic-keratoses", | |
"1": "Basal-cell-carcinoma", | |
"2": "Benign-keratosis-like-lesions", | |
"3": "Dermatofibroma", | |
"4": "Melanocytic-nevi", | |
"5": "Melanoma", | |
"6": "Vascular-lesions" | |
}, | |
"image_size": 224, | |
"initializer_range": 0.02, | |
"label2id": { | |
"Actinic-keratoses": 0, | |
"Basal-cell-carcinoma": 1, | |
"Benign-keratosis-like-lesions": 2, | |
"Dermatofibroma": 3, | |
"Melanocytic-nevi": 4, | |
"Melanoma": 5, | |
"Vascular-lesions": 6 | |
}, | |
"layer_norm_eps": 1e-05, | |
"mlp_ratio": 4.0, | |
"model_type": "swin", | |
"num_channels": 3, | |
"num_heads": [ | |
3, | |
6, | |
12, | |
24 | |
], | |
"num_layers": 4, | |
"patch_size": 4, | |
"path_norm": true, | |
"problem_type": "single_label_classification", | |
"qkv_bias": true, | |
"torch_dtype": "float32", | |
"transformers_version": "4.20.1", | |
"use_absolute_embeddings": false, | |
"window_size": 7 | |
} | |