Annotation Type: bbox loading annotations into memory... Done (t=3.51s) creating index... index created! Loading and preparing results... DONE (t=37.27s) creating index... index created! evaluate category: person Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=82.91s). Accumulating evaluation results... DONE (t=8.04s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.496 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.762 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.525 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.254 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.598 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.758 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.191 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.513 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.582 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.352 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.685 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.833 evaluate category: bicycle Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.57s). Accumulating evaluation results... DONE (t=0.85s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.321 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.559 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.314 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.150 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.405 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.609 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.232 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.405 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.432 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.224 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.740 evaluate category: car Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=17.47s). Accumulating evaluation results... DONE (t=3.17s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.355 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.582 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.367 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.206 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.569 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.648 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.177 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.438 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.481 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.322 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.700 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.793 evaluate category: motorcycle Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.79s). Accumulating evaluation results... DONE (t=0.87s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.432 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.725 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.448 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.151 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.408 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.664 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.265 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.496 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.228 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.527 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.752 evaluate category: airplane Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.76s). Accumulating evaluation results... DONE (t=0.67s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.567 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.808 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.627 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.374 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.573 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.417 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.662 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.470 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.665 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.815 evaluate category: bus Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.21s). Accumulating evaluation results... DONE (t=0.81s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.687 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.851 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.763 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.171 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.528 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.839 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.516 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.757 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.762 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.304 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.665 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.892 evaluate category: train Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.59s). Accumulating evaluation results... DONE (t=0.69s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.668 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.857 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.751 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.193 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.440 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.735 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.606 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.751 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.757 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.428 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.543 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.818 evaluate category: truck Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=7.14s). Accumulating evaluation results... DONE (t=1.43s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.368 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.540 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.405 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.134 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.346 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.581 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.360 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.607 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.366 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.631 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.767 evaluate category: boat Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=8.15s). Accumulating evaluation results... DONE (t=1.21s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.228 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.452 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.204 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.121 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.346 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.401 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.119 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.312 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.377 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.225 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.512 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.606 evaluate category: traffic light Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=13.67s). Accumulating evaluation results... DONE (t=1.26s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.234 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.443 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.230 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.152 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.493 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.602 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.146 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.340 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.366 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.269 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.662 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.763 evaluate category: fire hydrant Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.80s). Accumulating evaluation results... DONE (t=0.53s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.628 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.804 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.690 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.259 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.647 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.800 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.655 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.710 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.711 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.374 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.734 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.872 evaluate category: stop sign Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.49s). Accumulating evaluation results... DONE (t=0.47s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.668 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.764 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.730 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.255 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.708 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.880 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.684 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.748 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.751 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.408 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.793 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.937 evaluate category: parking meter Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.63s). Accumulating evaluation results... DONE (t=0.31s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.408 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.565 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.462 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.053 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.484 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.660 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.355 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.498 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.499 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.096 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.570 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.784 evaluate category: bench Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=7.63s). Accumulating evaluation results... DONE (t=1.70s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.253 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.403 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.264 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.067 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.251 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.491 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.247 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.387 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.402 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.163 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.432 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.659 evaluate category: bird Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=10.35s). Accumulating evaluation results... DONE (t=1.84s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.365 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.572 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.389 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.216 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.578 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.694 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.185 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.407 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.481 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.320 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.697 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.808 evaluate category: cat Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.23s). Accumulating evaluation results... DONE (t=0.82s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.669 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.875 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.752 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.074 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.532 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.734 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.629 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.778 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.783 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.188 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.663 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.843 evaluate category: dog Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.53s). Accumulating evaluation results... DONE (t=0.96s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.623 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.800 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.714 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.222 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.586 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.740 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.601 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.751 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.752 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.337 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.727 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.858 evaluate category: horse Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.11s). Accumulating evaluation results... DONE (t=0.70s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.625 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.853 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.683 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.355 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.614 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.769 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.381 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.699 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.722 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.473 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.710 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.847 evaluate category: sheep Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=7.45s). Accumulating evaluation results... DONE (t=0.72s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.485 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.737 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.513 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.318 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.598 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.709 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.125 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.494 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.598 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.426 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.696 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.824 evaluate category: cow Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=6.12s). Accumulating evaluation results... DONE (t=0.67s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.527 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.771 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.565 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.333 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.600 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.807 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.194 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.560 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.632 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.446 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.704 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.878 evaluate category: elephant Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.03s). Accumulating evaluation results... DONE (t=0.61s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.708 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.908 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.785 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.427 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.638 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.819 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.346 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.732 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.791 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.557 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.741 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.878 evaluate category: bear Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.81s). Accumulating evaluation results... DONE (t=0.59s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.754 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.903 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.847 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.412 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.686 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.801 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.613 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.839 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.840 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.540 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.781 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.876 evaluate category: zebra Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.85s). Accumulating evaluation results... DONE (t=0.49s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.646 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.900 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.706 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.356 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.647 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.773 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.286 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.692 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.740 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.490 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.730 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.856 evaluate category: giraffe Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.55s). Accumulating evaluation results... DONE (t=0.52s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.716 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.917 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.791 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.487 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.689 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.793 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.411 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.779 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.798 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.759 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.867 evaluate category: backpack Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=7.17s). Accumulating evaluation results... DONE (t=1.41s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.166 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.332 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.149 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.102 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.259 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.268 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.232 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.379 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.389 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.216 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.552 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.637 evaluate category: umbrella Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=6.35s). Accumulating evaluation results... DONE (t=0.90s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.366 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.622 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.376 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.212 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.433 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.569 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.210 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.467 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.512 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.298 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.589 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.743 evaluate category: handbag Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=8.62s). Accumulating evaluation results... DONE (t=7.85s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.133 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.254 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.122 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.101 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.237 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.210 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.174 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.309 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.326 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.190 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.621 evaluate category: tie Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.27s). Accumulating evaluation results... DONE (t=0.87s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.283 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.476 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.292 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.153 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.438 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.479 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.259 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.396 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.418 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.236 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.594 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.698 evaluate category: suitcase Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.92s). Accumulating evaluation results... DONE (t=0.83s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.439 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.664 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.483 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.159 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.460 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.594 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.233 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.536 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.605 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.285 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.616 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.773 evaluate category: frisbee Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.80s). Accumulating evaluation results... DONE (t=0.58s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.544 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.725 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.625 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.462 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.695 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.716 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.544 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.639 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.639 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.538 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.778 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.827 evaluate category: skis Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.29s). Accumulating evaluation results... DONE (t=0.47s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.187 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.368 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.166 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.144 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.355 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.097 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.173 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.299 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.333 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.241 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.524 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.454 evaluate category: snowboard Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.31s). Accumulating evaluation results... DONE (t=0.45s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.313 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.497 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.334 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.189 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.463 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.519 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.307 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.452 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.471 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.300 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.734 evaluate category: sports ball Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.70s). Accumulating evaluation results... DONE (t=0.90s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.339 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.533 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.363 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.257 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.668 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.425 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.342 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.443 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.458 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.383 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.766 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.729 evaluate category: kite Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.31s). Accumulating evaluation results... DONE (t=0.56s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.408 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.656 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.418 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.383 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.573 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.476 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.170 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.449 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.527 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.463 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.683 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.716 evaluate category: baseball bat Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.53s). Accumulating evaluation results... DONE (t=0.42s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.336 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.630 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.326 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.392 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.362 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.114 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.354 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.484 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.490 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.458 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.567 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.500 evaluate category: baseball glove Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.99s). Accumulating evaluation results... DONE (t=0.50s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.369 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.584 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.411 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.296 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.610 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.557 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.361 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.467 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.474 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.387 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.724 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.750 evaluate category: skateboard Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.61s). Accumulating evaluation results... DONE (t=0.64s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.476 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.761 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.519 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.347 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.611 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.605 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.405 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.568 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.587 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.427 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.712 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.781 evaluate category: surfboard Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.19s). Accumulating evaluation results... DONE (t=0.78s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.311 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.542 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.305 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.194 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.369 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.521 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.277 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.426 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.451 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.292 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.518 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.727 evaluate category: tennis racket Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.99s). Accumulating evaluation results... DONE (t=0.55s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.500 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.802 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.533 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.370 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.597 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.454 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.597 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.616 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.445 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.706 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.804 evaluate category: bottle Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=11.14s). Accumulating evaluation results... DONE (t=2.08s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.310 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.500 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.340 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.186 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.466 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.656 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.194 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.433 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.478 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.322 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.672 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.833 evaluate category: wine glass Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.88s). Accumulating evaluation results... DONE (t=0.62s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.351 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.563 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.360 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.159 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.549 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.605 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.185 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.424 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.466 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.236 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.674 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.804 evaluate category: cup Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=8.83s). Accumulating evaluation results... DONE (t=1.59s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.379 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.526 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.417 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.127 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.560 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.755 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.278 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.504 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.521 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.264 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.729 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.875 evaluate category: fork Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.85s). Accumulating evaluation results... DONE (t=0.53s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.273 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.449 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.290 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.187 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.461 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.401 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.295 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.434 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.437 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.267 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.658 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.709 evaluate category: knife Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.99s). Accumulating evaluation results... DONE (t=0.95s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.147 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.274 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.137 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.115 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.272 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.275 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.181 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.313 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.325 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.209 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.533 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.624 evaluate category: spoon Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.63s). Accumulating evaluation results... DONE (t=0.71s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.147 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.255 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.147 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.099 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.322 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.192 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.176 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.306 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.315 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.186 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.556 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.658 evaluate category: bowl Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=7.50s). Accumulating evaluation results... DONE (t=8.72s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.390 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.538 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.440 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.153 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.438 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.580 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.300 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.570 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.595 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.313 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.659 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.799 evaluate category: banana Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=6.69s). Accumulating evaluation results... DONE (t=0.75s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.241 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.432 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.240 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.122 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.319 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.395 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.126 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.343 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.441 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.221 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.543 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.654 evaluate category: apple Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.72s). Accumulating evaluation results... DONE (t=0.63s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.241 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.336 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.262 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.063 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.270 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.523 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.150 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.399 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.471 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.219 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.575 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.769 evaluate category: sandwich Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.89s). Accumulating evaluation results... DONE (t=0.54s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.403 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.582 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.443 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.062 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.265 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.559 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.338 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.594 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.626 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.195 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.498 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.789 evaluate category: orange Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.66s). Accumulating evaluation results... DONE (t=0.55s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.314 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.430 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.352 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.130 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.400 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.553 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.144 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.427 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.261 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.680 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.793 evaluate category: broccoli Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.84s). Accumulating evaluation results... DONE (t=0.53s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.300 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.532 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.302 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.178 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.306 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.384 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.153 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.441 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.543 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.343 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.534 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.634 evaluate category: carrot Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.68s). Accumulating evaluation results... DONE (t=0.52s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.189 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.338 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.192 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.163 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.255 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.244 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.100 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.362 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.449 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.331 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.534 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.592 evaluate category: hot dog Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.39s). Accumulating evaluation results... DONE (t=0.42s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.332 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.479 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.363 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.097 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.371 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.576 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.267 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.445 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.489 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.152 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.556 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.794 evaluate category: pizza Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.06s). Accumulating evaluation results... DONE (t=0.55s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.579 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.763 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.652 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.196 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.432 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.725 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.445 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.690 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.701 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.277 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.594 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.841 evaluate category: donut Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.03s). Accumulating evaluation results... DONE (t=0.57s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.551 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.710 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.623 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.242 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.563 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.745 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.175 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.569 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.698 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.408 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.722 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.864 evaluate category: cake Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.73s). Accumulating evaluation results... DONE (t=0.71s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.347 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.505 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.388 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.073 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.281 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.519 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.298 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.505 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.548 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.213 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.499 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.745 evaluate category: chair Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=14.24s). Accumulating evaluation results... DONE (t=2.58s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.303 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.498 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.313 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.146 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.402 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.471 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.183 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.425 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.471 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.251 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.574 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.702 evaluate category: couch Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.18s). Accumulating evaluation results... DONE (t=0.96s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.483 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.697 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.524 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.136 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.312 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.541 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.469 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.679 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.682 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.180 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.735 evaluate category: potted plant Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=6.58s). Accumulating evaluation results... DONE (t=1.12s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.251 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.446 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.256 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.136 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.313 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.354 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.256 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.439 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.458 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.258 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.517 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.664 evaluate category: bed Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.01s). Accumulating evaluation results... DONE (t=0.80s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.507 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.744 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.530 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.179 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.551 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.539 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.695 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.698 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.014 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.386 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.744 evaluate category: dining table Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=8.40s). Accumulating evaluation results... DONE (t=1.61s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.348 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.514 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.374 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.046 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.149 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.463 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.447 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.556 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.559 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.111 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.345 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.701 evaluate category: toilet Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.73s). Accumulating evaluation results... DONE (t=0.57s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.634 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.826 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.692 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.157 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.593 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.698 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.588 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.782 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.795 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.341 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.716 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.858 evaluate category: tv Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.78s). Accumulating evaluation results... DONE (t=0.74s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.589 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.797 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.685 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.199 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.555 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.692 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.535 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.708 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.715 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.344 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.700 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.803 evaluate category: laptop Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.41s). Accumulating evaluation results... DONE (t=0.67s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.646 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.819 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.735 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.270 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.587 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.759 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.574 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.750 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.754 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.353 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.711 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.861 evaluate category: mouse Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=9.83s). Accumulating evaluation results... DONE (t=0.47s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.521 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.713 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.585 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.392 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.677 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.783 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.534 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.646 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.646 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.498 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.817 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.930 evaluate category: remote Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.92s). Accumulating evaluation results... DONE (t=0.76s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.284 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.470 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.290 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.209 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.541 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.613 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.225 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.432 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.453 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.352 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.731 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.808 evaluate category: keyboard Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.66s). Accumulating evaluation results... DONE (t=0.49s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.478 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.678 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.521 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.150 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.484 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.607 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.458 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.646 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.650 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.283 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.648 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.790 evaluate category: cell phone Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.87s). Accumulating evaluation results... DONE (t=1.04s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.294 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.448 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.325 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.147 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.508 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.316 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.447 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.456 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.256 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.737 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.829 evaluate category: microwave Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.95s). Accumulating evaluation results... DONE (t=0.33s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.613 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.816 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.706 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.317 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.612 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.687 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.675 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.757 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.757 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.500 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.749 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.817 evaluate category: oven Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.72s). Accumulating evaluation results... DONE (t=0.55s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.436 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.654 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.475 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.025 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.323 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.536 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.471 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.617 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.620 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.076 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.503 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.727 evaluate category: toaster Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.49s). Accumulating evaluation results... DONE (t=0.19s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.239 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.317 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.259 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.090 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.189 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.548 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.490 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.514 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.514 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.250 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.588 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.700 evaluate category: sink Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.55s). Accumulating evaluation results... DONE (t=0.65s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.389 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.607 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.404 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.118 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.448 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.550 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.410 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.562 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.270 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.759 evaluate category: refrigerator Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.55s). Accumulating evaluation results... DONE (t=0.50s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.550 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.746 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.591 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.005 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.302 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.627 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.588 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.687 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.687 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.133 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.457 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.760 evaluate category: book Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=12.97s). Accumulating evaluation results... DONE (t=1.62s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.106 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.235 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.087 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.072 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.175 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.331 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.077 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.208 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.300 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.212 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.482 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.616 evaluate category: clock Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=6.11s). Accumulating evaluation results... DONE (t=1.05s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.469 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.687 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.521 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.304 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.614 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.613 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.406 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.598 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.620 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.447 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.751 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.782 evaluate category: vase Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.91s). Accumulating evaluation results... DONE (t=0.96s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.412 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.579 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.454 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.131 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.450 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.698 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.304 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.541 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.290 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.836 evaluate category: scissors Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.17s). Accumulating evaluation results... DONE (t=0.41s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.328 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.504 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.337 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.093 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.449 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.504 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.348 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.450 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.460 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.147 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.574 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.706 evaluate category: teddy bear Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.42s). Accumulating evaluation results... DONE (t=0.62s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.454 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.682 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.473 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.120 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.432 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.599 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.311 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.555 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.629 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.235 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.773 evaluate category: hair drier Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.16s). Accumulating evaluation results... DONE (t=0.21s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.097 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.134 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.097 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.029 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.163 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.169 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.146 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.202 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.202 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.111 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.285 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.260 evaluate category: toothbrush Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.97s). Accumulating evaluation results... DONE (t=0.38s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.191 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.372 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.184 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.121 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.370 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.240 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.176 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.342 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.372 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.238 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.563 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.580 overall performance Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.409 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.600 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.441 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.191 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.456 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.332 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.304 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.623 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.757 Done (t=803.64s)