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stage1_meter_window_digits.pt — detects meter body, digit window, and digits in the full photo.stage2_digits.pt — digit-only detector, trained on cropped/upscaled window regions for tighter localization.| Class | mAP50 | mAP50-95 |
|---|---|---|
| meter | 0.995 | 0.917 |
| window | 0.985 | 0.802 |
| 0 | 0.990 | 0.766 |
| 1 | 0.903 | 0.711 |
| 2 | 0.956 | 0.734 |
| 3 | 0.925 | 0.736 |
| 4 | 0.874 | 0.677 |
| 5 | 0.926 | 0.712 |
| 6 | 0.915 | 0.684 |
| 7 | 0.945 | 0.754 |
| 8 | 0.941 | 0.737 |
| 9 | 0.958 | 0.722 |
| u | 0.767 | 0.545 |
| Class | mAP50 | mAP50-95 |
|---|---|---|
| 0 | 0.994 | 0.780 |
| 1 | 0.917 | 0.705 |
| 2 | 0.989 | 0.769 |
| 3 | 0.960 | 0.740 |
| 4 | 0.994 | 0.773 |
| 5 | 0.990 | 0.717 |
| 6 | 0.978 | 0.741 |
| 7 | 0.983 | 0.739 |
| 8 | 0.954 | 0.725 |
| 9 | 0.952 | 0.687 |
| u | 0.641 | 0.422 |
u regressed — likely due to crop clipping or augmentation on this rare, low-instance class. Noted as a known limitation.