| { | |
| "dataset": "OCTDL", | |
| "total_images": 2064, | |
| "num_classes": 7, | |
| "class_distribution": { | |
| "AMD": 1231, | |
| "DME": 147, | |
| "ERM": 155, | |
| "NO": 332, | |
| "RAO": 22, | |
| "RVO": 101, | |
| "VID": 76 | |
| }, | |
| "image": { | |
| "size": [ | |
| 224, | |
| 224 | |
| ], | |
| "mode": "RGB", | |
| "format": "JPEG" | |
| }, | |
| "preprocessing": { | |
| "resize": "aspect-ratio-preserving", | |
| "crop": "center crop", | |
| "output_size": "224x224", | |
| "denoising": { | |
| "method": "Non-Local Means", | |
| "h": 10, | |
| "template_window": 7, | |
| "search_window": 21 | |
| }, | |
| "clahe": { | |
| "clip_limit": 2.0, | |
| "grid_size": [ | |
| 8, | |
| 8 | |
| ] | |
| }, | |
| "imagenet_normalization": "applied during training, not stored" | |
| } | |
| } |