| { | |
| "model": "UNet-ResNet50", | |
| "encoder": "resnet50", | |
| "classes": [ | |
| "Background", | |
| "Vessel", | |
| "OpticDisc", | |
| "Ridge" | |
| ], | |
| "img_size": 256, | |
| "epochs": 40, | |
| "batch_size": 8, | |
| "lr": 0.0001, | |
| "test_metrics": { | |
| "mean_iou": 0.41239543797241324, | |
| "mean_dice": 0.5531446056233512, | |
| "per_class": { | |
| "Vessel": { | |
| "iou": 0.1987320470313231, | |
| "dice": 0.32802613576253253 | |
| }, | |
| "OpticDisc": { | |
| "iou": 0.48382218430439633, | |
| "dice": 0.6388623962799708 | |
| }, | |
| "Ridge": { | |
| "iou": 0.5546320825815201, | |
| "dice": 0.6925452848275503 | |
| } | |
| } | |
| } | |
| } |