| { | |
| "dataset_name": "OCTID", | |
| "total_images": 572, | |
| "num_classes": 5, | |
| "classes": { | |
| "Normal": 206, | |
| "AMD": 55, | |
| "CSR": 102, | |
| "DR": 107, | |
| "MH": 102 | |
| }, | |
| "image_format": "JPEG", | |
| "image_size": "224x224", | |
| "image_mode": "RGB", | |
| "preprocessing": [ | |
| "Aspect-ratio-preserving resize", | |
| "Center crop", | |
| "Non-Local Means denoising", | |
| "CLAHE" | |
| ], | |
| "normalization": "ImageNet normalization applied later in the PyTorch training pipeline", | |
| "splits": { | |
| "repetitions": 5, | |
| "train": 0.5, | |
| "validation": 0.2, | |
| "test": 0.3 | |
| }, | |
| "split_seeds": [ | |
| 42, | |
| 52, | |
| 62, | |
| 72, | |
| 82 | |
| ] | |
| } |