Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size 200/200 7.76G 0.6451 0.4508 0.9281 181 640: 100%|██████████| 1426/1426 [03:52<00:00, 6.12it/s] Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 713/713 [01:43<00:00, 6.92it/s] all 45623 333400 0.852 0.737 0.79 0.661 200 epochs completed in 18.949 hours Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 713/713 [01:50<00:00, 6.43it/s] all 45623 333400 0.852 0.737 0.79 0.661 shirt, blouse 45623 6161 0.857 0.887 0.941 0.863 top, t-shirt, sweatshirt 45623 16548 0.939 0.92 0.964 0.898 sweater 45623 1494 0.936 0.915 0.961 0.915 cardigan 45623 1107 0.974 0.948 0.977 0.946 jacket 45623 7833 0.982 0.976 0.991 0.97 vest 45623 719 0.868 0.847 0.917 0.766 pants 45623 12414 0.94 0.985 0.991 0.969 shorts 45623 2756 0.95 0.965 0.984 0.915 skirt 45623 5046 0.961 0.98 0.992 0.961 coat 45623 3124 0.977 0.98 0.993 0.964 dress 45623 18739 0.988 0.988 0.995 0.978 jumpsuit 45623 922 0.972 0.971 0.991 0.962 cape 45623 152 0.948 0.987 0.992 0.955 glasses 45623 4855 0.946 0.91 0.945 0.749 hat 45623 2518 0.929 0.963 0.98 0.905 headband, head covering, hair accessory 45623 3470 0.819 0.533 0.616 0.441 tie 45623 1457 0.848 0.898 0.93 0.692 glove 45623 1385 0.899 0.853 0.918 0.747 watch 45623 3389 0.8 0.709 0.803 0.55 belt 45623 6851 0.826 0.721 0.806 0.591 leg warmer 45623 112 0.894 0.848 0.876 0.723 tights, stockings 45623 4326 0.927 0.921 0.958 0.838 sock 45623 2582 0.869 0.542 0.64 0.448 shoe 45623 46374 0.958 0.942 0.973 0.829 bag, wallet 45623 7217 0.906 0.889 0.938 0.791 scarf 45623 1374 0.854 0.811 0.887 0.715 umbrella 45623 135 0.906 0.844 0.893 0.789 hood 45623 1226 0.843 0.82 0.882 0.735 collar 45623 10159 0.903 0.849 0.913 0.725 lapel 45623 5972 0.914 0.888 0.942 0.788 epaulette 45623 874 0.77 0.594 0.675 0.42 sleeve 45623 59448 0.954 0.945 0.973 0.851 pocket 45623 27179 0.837 0.63 0.74 0.491 neckline 45623 34258 0.894 0.821 0.89 0.661 buckle 45623 3300 0.764 0.466 0.545 0.307 zipper 45623 7991 0.742 0.342 0.454 0.26 applique 45623 3529 0.708 0.474 0.545 0.383 bead 45623 5084 0.674 0.237 0.283 0.205 bow 45623 528 0.737 0.505 0.611 0.448 flower 45623 1367 0.778 0.538 0.628 0.441 fringe 45623 588 0.722 0.602 0.65 0.497 ribbon 45623 274 0.692 0.31 0.393 0.304 rivet 45623 4892 0.564 0.018 0.0309 0.0108 ruffle 45623 2407 0.792 0.604 0.715 0.583 sequin 45623 929 0.712 0.333 0.404 0.311 tassel 45623 335 0.528 0.18 0.228 0.131 Speed