Closed5
YOLOv9-Wholebody15
PINTOnames:
0: body
1: male
2: female
3: body_with_wheelchair
4: body_with_crutches
5: head
6: face
7: eye
8: nose
9: mouth
10: ear
11: hand
12: hand_left
13: hand_right
14: foot
python train_dual.py \
--workers 8 \
--device 0 \
--batch 16 \
--data data/original.yaml \
--img 640 \
--cfg models/detect/yolov9-e_original.yaml \
--weights best-e.pt \
--name yolov9-wholebody15-e \
--hyp hyp.scratch-high_original.yaml \
--min-items 0 \
--epochs 145 \
--close-mosaic 45
- N
Class Images Instances P R mAP50 mAP50-95 all 2384 82623 0.632 0.467 0.501 0.320 body 2384 12642 0.702 0.636 0.690 0.478 male 2384 7035 0.606 0.579 0.566 0.434 female 2384 2897 0.371 0.390 0.331 0.248 body_with_wheelchair 2384 213 0.611 0.729 0.722 0.570 body_with_crutches 2384 112 0.522 0.848 0.775 0.616 head 2384 10719 0.806 0.710 0.765 0.525 face 2384 6152 0.810 0.632 0.689 0.428 eye 2384 5402 0.593 0.205 0.232 0.0881 nose 2384 5229 0.625 0.304 0.341 0.160 mouth 2384 4150 0.566 0.273 0.291 0.115 ear 2384 5005 0.626 0.314 0.350 0.171 hand 2384 8079 0.781 0.413 0.534 0.291 hand_left 2384 4061 0.637 0.285 0.401 0.223 hand_right 2384 4018 0.627 0.275 0.381 0.217 foot 2384 6909 0.596 0.411 0.451 0.233 - N - ReLU
Class Images Instances P R mAP50 mAP50-95 all 2384 82623 0.614 0.448 0.478 0.299 body 2384 12642 0.686 0.615 0.666 0.455 male 2384 7035 0.602 0.554 0.536 0.404 female 2384 2897 0.364 0.358 0.301 0.220 body_with_wheelchair 2384 213 0.558 0.742 0.705 0.538 body_with_crutches 2384 112 0.474 0.839 0.766 0.599 head 2384 10719 0.791 0.694 0.752 0.508 face 2384 6152 0.805 0.612 0.673 0.411 eye 2384 5402 0.586 0.191 0.216 0.0778 nose 2384 5229 0.604 0.290 0.324 0.148 mouth 2384 4150 0.554 0.249 0.266 0.101 ear 2384 5005 0.613 0.297 0.332 0.157 hand 2384 8079 0.767 0.382 0.498 0.264 hand_left 2384 4061 0.623 0.249 0.360 0.195 hand_right 2384 4018 0.602 0.245 0.351 0.192 foot 2384 6909 0.576 0.398 0.428 0.214 - T
Class Images Instances P R mAP50 mAP50-95 all 2384 82623 0.758 0.583 0.646 0.450 body 2384 12642 0.793 0.756 0.808 0.615 male 2384 7035 0.688 0.678 0.699 0.588 female 2384 2897 0.549 0.545 0.555 0.461 body_with_wheelchair 2384 213 0.878 0.859 0.922 0.798 body_with_crutches 2384 112 0.775 0.875 0.904 0.833 head 2384 10719 0.862 0.797 0.848 0.612 face 2384 6152 0.855 0.744 0.802 0.545 eye 2384 5402 0.709 0.286 0.342 0.135 nose 2384 5229 0.749 0.413 0.473 0.244 mouth 2384 4150 0.680 0.368 0.413 0.180 ear 2384 5005 0.731 0.407 0.464 0.241 hand 2384 8079 0.886 0.558 0.703 0.426 hand_left 2384 4061 0.750 0.450 0.577 0.360 hand_right 2384 4018 0.756 0.437 0.561 0.352 foot 2384 6909 0.704 0.571 0.620 0.352 - T - ReLU
Class Images Instances P R mAP50 mAP50-95 all 2384 82623 0.742 0.561 0.624 0.427 body 2384 12642 0.783 0.734 0.788 0.592 male 2384 7035 0.678 0.662 0.680 0.564 female 2384 2897 0.527 0.512 0.517 0.423 body_with_wheelchair 2384 213 0.826 0.822 0.891 0.766 body_with_crutches 2384 112 0.723 0.875 0.883 0.793 head 2384 10719 0.859 0.782 0.836 0.598 face 2384 6152 0.846 0.736 0.794 0.530 eye 2384 5402 0.684 0.268 0.324 0.124 nose 2384 5229 0.736 0.397 0.456 0.232 mouth 2384 4150 0.681 0.361 0.400 0.168 ear 2384 5005 0.727 0.383 0.440 0.227 hand 2384 8079 0.887 0.523 0.679 0.401 hand_left 2384 4061 0.744 0.414 0.549 0.335 hand_right 2384 4018 0.734 0.403 0.527 0.323 foot 2384 6909 0.694 0.539 0.590 0.327 - S
Class Images Instances P R mAP50 mAP50-95 all 2384 82623 0.823 0.651 0.724 0.531 body 2384 12642 0.853 0.808 0.856 0.699 male 2384 7035 0.762 0.721 0.771 0.683 female 2384 2897 0.674 0.639 0.686 0.603 body_with_wheelchair 2384 213 0.916 0.906 0.957 0.856 body_with_crutches 2384 112 0.850 0.911 0.919 0.886 head 2384 10719 0.886 0.843 0.888 0.668 face 2384 6152 0.893 0.779 0.833 0.623 eye 2384 5402 0.754 0.326 0.420 0.175 nose 2384 5229 0.828 0.474 0.557 0.311 mouth 2384 4150 0.769 0.427 0.501 0.239 ear 2384 5005 0.780 0.473 0.545 0.299 hand 2384 8079 0.918 0.660 0.794 0.525 hand_left 2384 4061 0.855 0.569 0.708 0.479 hand_right 2384 4018 0.837 0.566 0.701 0.469 foot 2384 6909 0.770 0.667 0.723 0.443 - C
Class Images Instances P R mAP50 mAP50-95 all 2384 82623 0.867 0.677 0.762 0.578 body 2384 12642 0.888 0.831 0.881 0.746 male 2384 7035 0.835 0.736 0.806 0.733 female 2384 2897 0.766 0.677 0.745 0.672 body_with_wheelchair 2384 213 0.895 0.925 0.968 0.880 body_with_crutches 2384 112 0.922 0.902 0.928 0.908 head 2384 10719 0.903 0.865 0.910 0.710 face 2384 6152 0.919 0.825 0.875 0.680 eye 2384 5402 0.806 0.364 0.458 0.198 nose 2384 5229 0.877 0.533 0.601 0.346 mouth 2384 4150 0.807 0.485 0.559 0.278 ear 2384 5005 0.826 0.523 0.601 0.343 hand 2384 8079 0.929 0.631 0.821 0.585 hand_left 2384 4061 0.910 0.571 0.754 0.544 hand_right 2384 4018 0.889 0.564 0.744 0.538 foot 2384 6909 0.825 0.717 0.781 0.506 - E
Class Images Instances P R mAP50 mAP50-95 all 2384 82623 0.891 0.725 0.813 0.638 body 2384 12642 0.909 0.862 0.908 0.799 male 2384 7035 0.871 0.757 0.841 0.783 female 2384 2897 0.827 0.702 0.788 0.733 body_with_wheelchair 2384 213 0.928 0.962 0.983 0.904 body_with_crutches 2384 112 0.964 0.968 0.986 0.971 head 2384 10719 0.913 0.884 0.925 0.752 face 2384 6152 0.916 0.861 0.907 0.733 eye 2384 5402 0.829 0.441 0.556 0.257 nose 2384 5229 0.897 0.586 0.672 0.422 mouth 2384 4150 0.841 0.556 0.646 0.353 ear 2384 5005 0.854 0.593 0.676 0.409 hand 2384 8079 0.935 0.671 0.860 0.650 hand_left 2384 4061 0.924 0.624 0.800 0.610 hand_right 2384 4018 0.899 0.618 0.797 0.605 foot 2384 6909 0.856 0.782 0.842 0.585
このスクラップは2024/08/08にクローズされました