Annotation Type: bbox loading annotations into memory... Done (t=2.09s) creating index... index created! Loading and preparing results... DONE (t=36.90s) 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=38.35s). Accumulating evaluation results... DONE (t=5.51s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.618 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.865 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.679 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.444 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.685 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.808 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.208 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.621 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.713 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.569 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.771 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.879 evaluate category: bicycle Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.21s). Accumulating evaluation results... DONE (t=0.74s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.435 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.699 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.435 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.293 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.491 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.691 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.283 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 ] = 0.568 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 ] = 0.625 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.806 evaluate category: car Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=7.93s). Accumulating evaluation results... DONE (t=1.78s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.530 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.777 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.588 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.433 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.669 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.710 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.215 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.613 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.668 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.576 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.792 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.855 evaluate category: motorcycle Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.18s). Accumulating evaluation results... DONE (t=0.62s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.531 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.803 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.568 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.294 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 ] = 0.731 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.297 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.593 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.634 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.410 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.622 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.814 evaluate category: airplane Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.85s). Accumulating evaluation results... DONE (t=0.52s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.687 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.898 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.747 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.560 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.687 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.799 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.455 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.749 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.766 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.646 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.758 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.869 evaluate category: bus Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.04s). Accumulating evaluation results... DONE (t=0.77s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.770 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.906 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.844 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.363 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 ] = 0.880 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.548 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 ] = 0.845 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.601 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.769 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.926 evaluate category: train Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.84s). Accumulating evaluation results... DONE (t=0.66s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.723 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.904 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.810 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.463 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.525 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.778 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.811 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.814 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.600 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.656 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.859 evaluate category: truck Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.03s). Accumulating evaluation results... DONE (t=1.46s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.488 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.658 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.547 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.265 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.487 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.654 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.427 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.722 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.742 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.609 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.753 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.832 evaluate category: boat Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.71s). Accumulating evaluation results... DONE (t=0.84s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.349 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.619 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.337 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.262 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.446 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.482 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.154 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.442 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.539 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.441 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.621 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.699 evaluate category: traffic light Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=14.43s). Accumulating evaluation results... DONE (t=0.74s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.385 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.645 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.401 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.332 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.558 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.611 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.197 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.511 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.551 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.497 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 ] = 0.766 evaluate category: fire hydrant Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.46s). Accumulating evaluation results... DONE (t=0.38s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.744 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.891 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.813 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.532 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.737 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.852 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.760 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.817 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.817 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.658 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.799 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.909 evaluate category: stop sign Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.36s). Accumulating evaluation results... DONE (t=0.44s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.758 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.843 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.816 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.481 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.750 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.911 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.766 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.861 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.864 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.708 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.861 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.965 evaluate category: parking meter Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.01s). Accumulating evaluation results... DONE (t=0.30s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.531 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.714 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.566 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 ] = 0.604 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.749 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.437 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.655 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.657 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.342 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.695 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.891 evaluate category: bench Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.31s). Accumulating evaluation results... DONE (t=1.28s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.354 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.512 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.374 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.195 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.338 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.574 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.322 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.526 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.555 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.400 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.562 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.737 evaluate category: bird Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.33s). Accumulating evaluation results... DONE (t=1.09s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.511 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.728 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.559 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.387 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.685 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.762 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.217 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.525 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.519 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.773 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.865 evaluate category: cat Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.02s). Accumulating evaluation results... DONE (t=0.71s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.748 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.920 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.826 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.213 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.692 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.790 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.678 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.843 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.845 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.391 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.783 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.883 evaluate category: dog Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.28s). Accumulating evaluation results... DONE (t=0.80s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.729 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.884 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.798 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.386 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.737 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.805 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.660 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.833 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.835 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.552 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.831 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.900 evaluate category: horse Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.12s). Accumulating evaluation results... DONE (t=0.62s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.724 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.909 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.795 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.495 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.712 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.838 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.414 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.783 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.811 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.795 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.903 evaluate category: sheep Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.02s). Accumulating evaluation results... DONE (t=0.63s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.624 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.852 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.693 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.509 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.701 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.772 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.135 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.593 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.734 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.782 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.876 evaluate category: cow Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.92s). Accumulating evaluation results... DONE (t=0.65s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.657 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.871 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.725 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.533 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.699 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.856 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 ] = 0.657 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.759 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.648 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 ] = 0.917 evaluate category: elephant Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.96s). Accumulating evaluation results... DONE (t=0.54s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.791 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.949 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.879 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.668 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.738 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.858 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 ] = 0.808 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.865 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.762 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.823 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.918 evaluate category: bear Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.53s). Accumulating evaluation results... DONE (t=0.47s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.815 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.928 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.894 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.499 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.742 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.859 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.646 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.879 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.881 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.819 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.915 evaluate category: zebra Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.04s). Accumulating evaluation results... DONE (t=0.53s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.726 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.942 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.803 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.525 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.729 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.814 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.301 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.762 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.815 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.662 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.803 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.894 evaluate category: giraffe Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.81s). Accumulating evaluation results... DONE (t=0.47s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.794 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.950 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.859 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.640 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.775 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.850 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.433 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.850 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.869 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.713 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.840 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.919 evaluate category: backpack Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=13.12s). Accumulating evaluation results... DONE (t=1.00s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.290 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.533 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.286 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.239 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.363 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 ] = 0.315 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.546 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.560 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.456 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.649 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.733 evaluate category: umbrella Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.52s). Accumulating evaluation results... DONE (t=0.66s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.499 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.756 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.528 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.371 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.551 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 ] = 0.248 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.603 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.668 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.535 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.714 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.816 evaluate category: handbag Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.23s). Accumulating evaluation results... DONE (t=1.18s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.288 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.476 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.299 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.268 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.372 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.320 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 ] = 0.519 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.551 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.468 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 ] = 0.740 evaluate category: tie Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.94s). Accumulating evaluation results... DONE (t=0.60s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.450 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.675 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.488 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.342 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.574 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.603 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 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.600 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.481 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.713 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.792 evaluate category: suitcase 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=0.64s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.544 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.742 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.611 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.292 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 ] = 0.684 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.264 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 ] = 0.717 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.487 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 ] = 0.839 evaluate category: frisbee Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.38s). Accumulating evaluation results... DONE (t=0.41s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.682 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.848 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.777 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.626 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.781 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.792 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.634 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.755 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 ] = 0.693 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.847 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.865 evaluate category: skis Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.83s). Accumulating evaluation results... DONE (t=0.46s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.305 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.536 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.286 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.277 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.470 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.120 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 ] = 0.448 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.497 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.420 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 ] = 0.521 evaluate category: snowboard Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.54s). Accumulating evaluation results... DONE (t=0.41s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.476 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.677 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.497 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.349 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.617 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.673 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.388 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.605 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.508 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.747 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.817 evaluate category: sports ball Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.11s). Accumulating evaluation results... DONE (t=0.63s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.575 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.783 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.649 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.529 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.764 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.702 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.499 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.656 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.675 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.632 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.852 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.853 evaluate category: kite Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.23s). Accumulating evaluation results... DONE (t=0.47s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.565 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.793 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.626 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.568 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.664 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 ] = 0.189 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.576 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 ] = 0.650 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.775 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.806 evaluate category: baseball bat Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.27s). Accumulating evaluation results... DONE (t=0.37s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.488 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.793 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.525 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.568 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.487 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.270 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.489 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.660 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.668 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.655 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.699 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.675 evaluate category: baseball glove Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.26s). Accumulating evaluation results... DONE (t=0.34s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.524 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.775 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.582 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.474 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.681 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.464 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.615 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.578 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.780 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=2.56s). Accumulating evaluation results... DONE (t=0.51s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.637 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.879 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.707 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.527 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.746 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.748 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.483 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.720 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 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.819 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.883 evaluate category: surfboard Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.04s). Accumulating evaluation results... DONE (t=0.53s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.452 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.698 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.471 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.352 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.507 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.632 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 ] = 0.567 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 ] = 0.489 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.646 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.833 evaluate category: tennis racket Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.61s). Accumulating evaluation results... DONE (t=0.49s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.640 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.899 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.713 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.562 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.711 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.717 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.530 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.734 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.759 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.657 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.811 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.878 evaluate category: bottle Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.63s). Accumulating evaluation results... DONE (t=10.28s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.482 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.685 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.546 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.381 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 ] = 0.734 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.253 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.609 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.669 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.578 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.779 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.882 evaluate category: wine glass Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.92s). Accumulating evaluation results... DONE (t=0.46s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.541 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.763 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.587 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.419 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.682 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.683 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.237 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.612 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.667 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.524 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.794 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.885 evaluate category: cup Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.62s). Accumulating evaluation results... DONE (t=1.37s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.544 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.712 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.602 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.357 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.676 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.809 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.340 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.677 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.704 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.556 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.821 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.919 evaluate category: fork Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.72s). Accumulating evaluation results... DONE (t=0.52s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.448 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.650 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.486 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.364 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.613 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.562 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 ] = 0.617 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 ] = 0.487 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.791 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.856 evaluate category: knife Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.99s). Accumulating evaluation results... DONE (t=0.61s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.320 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.506 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.341 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.284 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.452 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.447 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.294 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 ] = 0.539 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 ] = 0.785 evaluate category: spoon Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.68s). Accumulating evaluation results... DONE (t=0.59s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.298 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.442 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.317 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.260 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.482 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.215 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.280 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.509 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.530 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.429 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 ] = 0.700 evaluate category: bowl Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.04s). Accumulating evaluation results... DONE (t=1.13s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.512 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.669 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.576 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 ] = 0.549 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.639 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.359 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 ] = 0.724 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.562 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.754 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.851 evaluate category: banana Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.65s). Accumulating evaluation results... DONE (t=0.43s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.321 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.518 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.331 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 ] = 0.400 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.480 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 ] = 0.404 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.553 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.378 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.638 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.715 evaluate category: apple Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.68s). Accumulating evaluation results... DONE (t=0.47s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.326 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.443 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.357 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 ] = 0.343 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.614 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.178 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.522 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.599 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.419 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.655 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.846 evaluate category: sandwich Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.30s). Accumulating evaluation results... DONE (t=0.38s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.488 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.672 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.525 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.160 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.386 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.623 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 ] = 0.667 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 ] = 0.369 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.621 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.832 evaluate category: orange Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.79s). Accumulating evaluation results... DONE (t=0.45s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.400 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.520 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.443 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.199 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.495 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.603 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.164 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 ] = 0.659 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.476 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.758 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.835 evaluate category: broccoli Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.06s). Accumulating evaluation results... DONE (t=0.41s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.349 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.589 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.366 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.192 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.348 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.451 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.167 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 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.444 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.604 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.709 evaluate category: carrot Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.86s). Accumulating evaluation results... DONE (t=0.41s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.272 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.429 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.284 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.223 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.324 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.372 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.121 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.474 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.589 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.503 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.732 evaluate category: hot dog Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.20s). Accumulating evaluation results... DONE (t=0.34s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.435 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.585 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.468 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.225 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.513 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.299 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.540 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.604 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.312 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.692 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.844 evaluate category: pizza Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.53s). Accumulating evaluation results... DONE (t=0.49s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.652 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.819 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.721 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.343 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.523 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.772 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.472 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.769 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 ] = 0.489 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.703 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.883 evaluate category: donut Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.11s). Accumulating evaluation results... DONE (t=0.46s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.633 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.787 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.702 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 ] = 0.634 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.790 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 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.781 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.595 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.797 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.888 evaluate category: cake Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.71s). Accumulating evaluation results... DONE (t=0.47s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.432 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.592 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.474 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 ] = 0.373 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.598 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.345 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.591 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.647 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.381 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.612 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.799 evaluate category: chair Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=7.32s). Accumulating evaluation results... DONE (t=9.99s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.419 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.628 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.449 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.275 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.505 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.560 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.217 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.543 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.608 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 ] = 0.672 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.784 evaluate category: couch Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.00s). Accumulating evaluation results... DONE (t=0.74s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.548 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.745 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.582 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.185 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.384 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.603 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.515 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.744 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.747 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.347 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.621 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.790 evaluate category: potted plant Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.56s). Accumulating evaluation results... DONE (t=1.00s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.343 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.553 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.365 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.239 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.418 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.389 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.303 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.546 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.566 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.406 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.612 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.737 evaluate category: bed Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.81s). Accumulating evaluation results... DONE (t=0.65s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.556 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.792 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.575 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.234 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.279 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.592 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 ] = 0.751 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.756 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.386 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 ] = 0.789 evaluate category: dining table Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.34s). Accumulating evaluation results... DONE (t=1.21s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.381 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.571 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.410 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 ] = 0.244 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.474 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.468 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.620 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.627 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 ] = 0.470 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.737 evaluate category: toilet Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.40s). Accumulating evaluation results... DONE (t=0.43s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.705 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.876 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.758 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.190 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.672 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 ] = 0.638 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.836 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.851 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 ] = 0.804 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.894 evaluate category: tv Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.56s). Accumulating evaluation results... DONE (t=0.52s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.648 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.838 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.744 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.310 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.622 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.730 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.762 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.777 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.525 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.756 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.844 evaluate category: laptop Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.62s). Accumulating evaluation results... DONE (t=0.60s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.765 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.894 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.845 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.515 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.726 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.841 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.648 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 ] = 0.843 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.612 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.816 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.907 evaluate category: mouse Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.19s). Accumulating evaluation results... DONE (t=0.35s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.687 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.869 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.800 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.607 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.760 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.920 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.652 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.772 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.775 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.710 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.837 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.967 evaluate category: remote Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.83s). Accumulating evaluation results... DONE (t=0.61s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.497 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.717 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.549 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 ] = 0.615 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.731 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 ] = 0.658 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.679 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.803 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.880 evaluate category: keyboard Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.40s). Accumulating evaluation results... DONE (t=0.48s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.602 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.771 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.685 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.320 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.616 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.695 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.543 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.765 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.768 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.506 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.784 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.845 evaluate category: cell phone Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.46s). Accumulating evaluation results... DONE (t=0.79s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.448 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.635 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.498 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.319 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.644 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 ] = 0.433 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.605 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.619 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.485 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.812 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.854 evaluate category: microwave Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.11s). Accumulating evaluation results... DONE (t=0.29s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.702 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.868 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.791 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.525 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.711 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.722 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.733 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.816 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.816 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.718 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.806 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.851 evaluate category: oven Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.25s). Accumulating evaluation results... DONE (t=0.40s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.498 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.712 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.530 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.086 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.395 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.525 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.688 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.690 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 ] = 0.597 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.773 evaluate category: toaster Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=1.58s). Accumulating evaluation results... DONE (t=0.13s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.381 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.490 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.436 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.338 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.293 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.691 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.578 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.616 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 ] = 0.514 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.612 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.770 evaluate category: sink Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.70s). Accumulating evaluation results... DONE (t=0.61s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.463 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.690 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.492 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.240 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.513 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.604 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 ] = 0.663 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.672 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.444 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 ] = 0.823 evaluate category: refrigerator Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.30s). Accumulating evaluation results... DONE (t=0.42s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.636 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.815 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.690 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.014 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 ] = 0.702 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.674 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.774 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.774 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 ] = 0.616 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.827 evaluate category: book Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=16.39s). Accumulating evaluation results... DONE (t=1.12s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.190 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.352 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.176 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 ] = 0.276 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.422 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.109 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.310 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 ] = 0.384 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.617 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.730 evaluate category: clock Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.36s). Accumulating evaluation results... DONE (t=0.70s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.573 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.789 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.642 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.473 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 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.462 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.707 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.732 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.795 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.831 evaluate category: vase 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=0.75s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.551 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.724 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.617 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.335 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.566 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.772 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.377 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.689 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.726 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.562 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.755 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.895 evaluate category: scissors Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.30s). Accumulating evaluation results... DONE (t=0.35s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.468 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.639 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.514 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.224 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.583 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.647 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.448 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.577 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.594 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 ] = 0.720 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.765 evaluate category: teddy bear Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.04s). Accumulating evaluation results... DONE (t=0.58s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.564 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.771 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.619 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.226 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.535 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.699 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.351 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.649 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.738 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.497 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.698 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.851 evaluate category: hair drier Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=1.82s). Accumulating evaluation results... DONE (t=0.16s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.148 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.240 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.127 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.056 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.186 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.272 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 ] = 0.371 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.371 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.211 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.454 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.550 evaluate category: toothbrush Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.34s). Accumulating evaluation results... DONE (t=0.29s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.351 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.564 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.362 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.274 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.490 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.481 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.263 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 ] = 0.543 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.430 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.702 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.722 overall performance Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.525 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.718 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.572 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.346 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.559 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.652 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.390 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 ] = 0.686 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.513 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.723 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.825 Done (t=504.44s)