|
{ |
|
"_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": "gauze", |
|
"1": "glove_pair_latex", |
|
"2": "glove_pair_nitrile", |
|
"3": "glove_pair_surgery", |
|
"4": "glove_single_latex", |
|
"5": "glove_single_nitrile", |
|
"6": "glove_single_surgery", |
|
"7": "medical_cap", |
|
"8": "medical_glasses", |
|
"9": "shoe_cover_pair", |
|
"10": "shoe_cover_single", |
|
"11": "test_tube", |
|
"12": "urine_bag" |
|
}, |
|
"image_size": 224, |
|
"initializer_range": 0.02, |
|
"label2id": { |
|
"gauze": 0, |
|
"glove_pair_latex": 1, |
|
"glove_pair_nitrile": 2, |
|
"glove_pair_surgery": 3, |
|
"glove_single_latex": 4, |
|
"glove_single_nitrile": 5, |
|
"glove_single_surgery": 6, |
|
"medical_cap": 7, |
|
"medical_glasses": 8, |
|
"shoe_cover_pair": 9, |
|
"shoe_cover_single": 10, |
|
"test_tube": 11, |
|
"urine_bag": 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": "4.39.2", |
|
"use_absolute_embeddings": false, |
|
"window_size": 7 |
|
} |
|
|