Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size 200/200 5.6G 0.7991 0.6805 1.012 181 640: 100%|██████████| 1426/1426 [02:24<00:00, 9.90it/s] Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 713/713 [01:24<00:00, 8.46it/s] all 45623 333400 0.737 0.583 0.631 0.501 200 epochs completed in 12.290 hours. Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 713/713 [01:28<00:00, 8.08it/s] all 45623 333400 0.735 0.583 0.631 0.501 shirt, blouse 45623 6161 0.695 0.777 0.824 0.713 top, t-shirt, sweatshirt 45623 16548 0.827 0.839 0.895 0.794 sweater 45623 1494 0.749 0.775 0.828 0.772 cardigan 45623 1107 0.761 0.836 0.868 0.807 jacket 45623 7833 0.876 0.938 0.962 0.916 vest 45623 719 0.683 0.565 0.648 0.477 pants 45623 12414 0.868 0.961 0.974 0.921 shorts 45623 2756 0.844 0.897 0.929 0.818 skirt 45623 5046 0.793 0.91 0.933 0.87 coat 45623 3124 0.815 0.916 0.945 0.876 dress 45623 18739 0.921 0.965 0.985 0.941 jumpsuit 45623 922 0.791 0.826 0.882 0.821 cape 45623 152 0.763 0.914 0.909 0.838 glasses 45623 4855 0.911 0.845 0.893 0.664 hat 45623 2518 0.847 0.911 0.935 0.814 headband, head covering, hair accessory 45623 3470 0.7 0.373 0.438 0.272 tie 45623 1457 0.743 0.781 0.823 0.538 glove 45623 1385 0.746 0.669 0.74 0.552 watch 45623 3389 0.679 0.569 0.644 0.406 belt 45623 6851 0.673 0.535 0.595 0.386 leg warmer 45623 112 0.713 0.446 0.52 0.373 tights, stockings 45623 4326 0.757 0.809 0.839 0.677 sock 45623 2582 0.708 0.368 0.444 0.281 shoe 45623 46374 0.899 0.909 0.946 0.757 bag, wallet 45623 7217 0.755 0.751 0.801 0.595 scarf 45623 1374 0.651 0.571 0.623 0.426 umbrella 45623 135 0.744 0.607 0.687 0.556 hood 45623 1226 0.662 0.62 0.649 0.486 collar 45623 10159 0.817 0.751 0.826 0.603 lapel 45623 5972 0.847 0.802 0.871 0.674 epaulette 45623 874 0.644 0.399 0.468 0.264 sleeve 45623 59448 0.909 0.907 0.946 0.779 pocket 45623 27179 0.721 0.469 0.556 0.336 neckline 45623 34258 0.804 0.75 0.814 0.554 buckle 45623 3300 0.63 0.361 0.397 0.196 zipper 45623 7991 0.609 0.154 0.235 0.104 applique 45623 3529 0.515 0.154 0.21 0.133 bead 45623 5084 0.529 0.145 0.159 0.105 bow 45623 528 0.55 0.134 0.205 0.129 flower 45623 1367 0.663 0.266 0.338 0.217 fringe 45623 588 0.578 0.259 0.303 0.206 ribbon 45623 274 0.395 0.0693 0.11 0.0747 rivet 45623 4892 1 0.0015 0.00799 0.0041 ruffle 45623 2407 0.567 0.295 0.36 0.266 sequin 45623 929 0.464 0.0243 0.0753 0.0537 tassel 45623 335 1 0 0.00828 0.00475 Speed: 0.1ms preprocess, 0.4ms inference, 0.0ms loss, 0.3ms postprocess per image