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| field | value |
|---|---|
| architecture | smp.Unet, encoder resnet50 (ImageNet) |
| split mode | random |
| fold | 1 of 3 |
| seed | 42 |
| input | 512x512, ImageNet norm, effective GSD 0.586 m/px |
| classes | Residential, Road, River, Forest, UnusedLand, Agricultural |
| best epoch | 108 |
| val mIoU | 0.5178 |
| val mF1 | 0.6670 |
| val OA | 0.7767 |
| val kappa | 0.6348 |
| class | IoU | F1 |
|---|---|---|
| Residential | 0.8279 | 0.9059 |
| Road | 0.4203 | 0.5919 |
| River | 0.4921 | 0.6596 |
| Forest | 0.6213 | 0.7664 |
| UnusedLand | 0.3042 | 0.4665 |
| Agricultural | 0.4409 | 0.6119 |
best.pt holds model_state plus cfg and metrics.