boladeE
a6e52f8ad0
- Added Fast api web application for recycling object detection - Included YOLOv8 model training notebook - Set up project structure with datasets and training directories - Added requirements.txt for dependencies - Configured .gitignore for Python virtual environment and cache files
1.3 KiB
1.3 KiB
| 1 | epoch | time | train/box_loss | train/cls_loss | train/dfl_loss | metrics/precision(B) | metrics/recall(B) | metrics/mAP50(B) | metrics/mAP50-95(B) | val/box_loss | val/cls_loss | val/dfl_loss | lr/pg0 | lr/pg1 | lr/pg2 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | 1 | 4.65814 | 2.52572 | 4.05767 | 2.33015 | 0.01111 | 0.83333 | 0.01397 | 0.00503 | 1.80865 | 3.21124 | 1.88138 | 0 | 0 | 0 |
| 3 | 2 | 8.95584 | 2.49251 | 3.90367 | 2.29723 | 0.01222 | 0.91667 | 0.01909 | 0.00577 | 1.75159 | 3.20293 | 1.83773 | 1.802e-05 | 1.802e-05 | 1.802e-05 |
| 4 | 3 | 15.7381 | 2.35908 | 3.84944 | 2.26983 | 0.01222 | 0.91667 | 0.02178 | 0.00655 | 1.70747 | 3.19626 | 1.79613 | 3.208e-05 | 3.208e-05 | 3.208e-05 |
| 5 | 4 | 23.6223 | 2.00446 | 3.79535 | 1.99834 | 0.01222 | 0.91667 | 0.03132 | 0.00904 | 1.64821 | 3.16944 | 1.75366 | 4.218e-05 | 4.218e-05 | 4.218e-05 |
| 6 | 5 | 30.5386 | 1.99184 | 3.67331 | 1.94502 | 0.01333 | 1 | 0.0291 | 0.01058 | 1.58662 | 3.16606 | 1.70011 | 4.832e-05 | 4.832e-05 | 4.832e-05 |
| 7 | 6 | 37.4086 | 1.87066 | 3.55622 | 1.81437 | 0.01333 | 1 | 0.04292 | 0.01751 | 1.53459 | 3.13911 | 1.66568 | 5.05e-05 | 5.05e-05 | 5.05e-05 |
| 8 | 7 | 44.0415 | 1.7327 | 3.25049 | 1.64998 | 0.01333 | 1 | 0.04882 | 0.02294 | 1.50023 | 3.0825 | 1.61293 | 4.872e-05 | 4.872e-05 | 4.872e-05 |
| 9 | 8 | 50.527 | 1.69186 | 3.23316 | 1.53494 | 0.01278 | 0.95833 | 0.06212 | 0.02922 | 1.45621 | 3.04023 | 1.56708 | 4.298e-05 | 4.298e-05 | 4.298e-05 |
| 10 | 9 | 57.2902 | 1.53858 | 3.09146 | 1.50261 | 0.01278 | 0.95833 | 0.08811 | 0.03331 | 1.39336 | 3.0391 | 1.51951 | 3.328e-05 | 3.328e-05 | 3.328e-05 |
| 11 | 10 | 63.788 | 1.67113 | 3.06553 | 1.46777 | 0.01278 | 0.95833 | 0.08706 | 0.03455 | 1.38625 | 3.03201 | 1.50917 | 1.962e-05 | 1.962e-05 | 1.962e-05 |