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| field | value |
|---|---|
| architecture | SegformerForSemanticSegmentation, nvidia/segformer-b0-finetuned-ade-512-512 |
| 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 |
| lr (head/encoder) | 6e-05 / 6e-06 |
| regularization | wd 0.01, drop_path 0.1, smooth 0.05, EMA True |
| best epoch | 177 |
| val mIoU | 0.4736 |
| val mF1 | 0.6139 |
| val OA | 0.7782 |
| val kappa | 0.6559 |
| class | IoU | F1 |
|---|---|---|
| Residential | 0.8097 | 0.8949 |
| Road | 0.2921 | 0.4521 |
| River | 0.1895 | 0.3186 |
| Forest | 0.6698 | 0.8023 |
| UnusedLand | 0.3679 | 0.5379 |
| Agricultural | 0.5125 | 0.6777 |
best.pt holds model_state (EMA weights when EMA is on), the run cfg, the full HF model_config, and metrics.