| { | |
| "dataset": "OCTID", | |
| "total_images": 572, | |
| "num_classes": 5, | |
| "classes": { | |
| "Normal-Retinal-OCT-images": 0, | |
| "Age-related-Macular-Degeneration-Retinal-OCT-images": 1, | |
| "Central-serous-retinopathy-retinal-OCT-images": 2, | |
| "Diabetic-Retinopathy-Retinal-OCT-Images": 3, | |
| "Macular-Hole-Retinal-OCT-images": 4 | |
| }, | |
| "split_ratio": { | |
| "train": 0.5, | |
| "validation": 0.2, | |
| "test": 0.3 | |
| }, | |
| "split_seeds": [ | |
| 42, | |
| 52, | |
| 62, | |
| 72, | |
| 82 | |
| ], | |
| "image_mode": "RGB", | |
| "preprocessing": { | |
| "resize_crop": true, | |
| "non_local_means": true, | |
| "clahe": true, | |
| "imagenet_normalization": true | |
| } | |
| } |