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 | 54.1052 | 2.09071 | 3.34134 | 1.92262 | 0.01333 | 1 | 0.44572 | 0.27186 | 1.23051 | 2.59193 | 1.24848 | 0.00018 | 0.00018 | 0.00018 |
| 3 | 2 | 108.428 | 1.50925 | 1.64368 | 1.30782 | 0.026 | 0.79167 | 0.48938 | 0.22884 | 1.44 | 2.58214 | 1.33161 | 0.00034238 | 0.00034238 | 0.00034238 |
| 4 | 3 | 169.2 | 1.34332 | 1.3215 | 1.15863 | 0.01333 | 1 | 0.58594 | 0.25415 | 1.57323 | 2.57662 | 1.42461 | 0.00046516 | 0.00046516 | 0.00046516 |
| 5 | 4 | 234.459 | 1.31312 | 1.2712 | 1.15172 | 1 | 0.47543 | 0.79618 | 0.35276 | 1.61652 | 2.20651 | 1.3799 | 0.00054834 | 0.00054834 | 0.00054834 |
| 6 | 5 | 294.564 | 1.26273 | 1.19739 | 1.13664 | 1 | 0.28525 | 0.74794 | 0.36812 | 1.68514 | 2.29653 | 1.41218 | 0.00059192 | 0.00059192 | 0.00059192 |
| 7 | 6 | 350.243 | 1.21539 | 1.14377 | 1.12547 | 0.91649 | 0.45734 | 0.70839 | 0.31517 | 1.94937 | 1.85537 | 1.67103 | 0.0005959 | 0.0005959 | 0.0005959 |
| 8 | 7 | 404.798 | 1.23307 | 1.12771 | 1.12239 | 0.84802 | 0.45833 | 0.67201 | 0.32455 | 1.8349 | 1.87145 | 1.56846 | 0.00056028 | 0.00056028 | 0.00056028 |
| 9 | 8 | 461.361 | 1.11852 | 1.03717 | 1.09084 | 0.92189 | 0.49228 | 0.66535 | 0.37511 | 1.62371 | 1.64545 | 1.42783 | 0.00048506 | 0.00048506 | 0.00048506 |
| 10 | 9 | 518.598 | 1.08484 | 0.99435 | 1.08017 | 0.92847 | 0.54088 | 0.70312 | 0.41016 | 1.44851 | 1.34793 | 1.32552 | 0.00037024 | 0.00037024 | 0.00037024 |
| 11 | 10 | 579.541 | 1.03245 | 0.95569 | 1.0672 | 0.88861 | 0.66487 | 0.7698 | 0.44125 | 1.74982 | 1.29988 | 1.50408 | 0.00021582 | 0.00021582 | 0.00021582 |