| { | |
| "architectures": [ | |
| "Swinv2ForImageClassification" | |
| ], | |
| "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": "Central Serous Chorioretinopathy", | |
| "1": "Diabetic Retinopathy", | |
| "2": "Disc Edema", | |
| "3": "Glaucoma", | |
| "4": "Healthy", | |
| "5": "Macular Scar", | |
| "6": "Myopia", | |
| "7": "Retinal Detachment", | |
| "8": "Retinitis Pigmentosa" | |
| }, | |
| "image_size": 256, | |
| "initializer_range": 0.02, | |
| "label2id": { | |
| "Central Serous Chorioretinopathy": 0, | |
| "Diabetic Retinopathy": 1, | |
| "Disc Edema": 2, | |
| "Glaucoma": 3, | |
| "Healthy": 4, | |
| "Macular Scar": 5, | |
| "Myopia": 6, | |
| "Retinal Detachment": 7, | |
| "Retinitis Pigmentosa": 8 | |
| }, | |
| "layer_norm_eps": 1e-05, | |
| "mlp_ratio": 4.0, | |
| "model_type": "swinv2", | |
| "num_channels": 3, | |
| "num_heads": [ | |
| 3, | |
| 6, | |
| 12, | |
| 24 | |
| ], | |
| "num_layers": 4, | |
| "out_features": [ | |
| "stage4" | |
| ], | |
| "out_indices": [ | |
| 4 | |
| ], | |
| "patch_size": 4, | |
| "path_norm": true, | |
| "pretrained_window_sizes": [ | |
| 0, | |
| 0, | |
| 0, | |
| 0 | |
| ], | |
| "problem_type": "single_label_classification", | |
| "qkv_bias": true, | |
| "stage_names": [ | |
| "stem", | |
| "stage1", | |
| "stage2", | |
| "stage3", | |
| "stage4" | |
| ], | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.55.4", | |
| "use_absolute_embeddings": false, | |
| "window_size": 16 | |
| } | |