Annotation Type: bbox loading annotations into memory... Done (t=1.96s) creating index... index created! Loading and preparing results... DONE (t=27.63s) 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=37.12s). Accumulating evaluation results... DONE (t=6.47s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.597 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.849 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.650 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.403 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 ] = 0.804 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.206 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.601 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.688 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.523 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.757 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.874 evaluate category: bicycle Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.74s). Accumulating evaluation results... DONE (t=0.57s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.413 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.675 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.408 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 ] = 0.674 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.274 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 ] = 0.533 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.377 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 ] = 0.775 evaluate category: car Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=7.27s). Accumulating evaluation results... DONE (t=1.70s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.493 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.743 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.535 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 ] = 0.653 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.705 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 ] = 0.578 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.631 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.523 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.776 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.847 evaluate category: motorcycle Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.77s). Accumulating evaluation results... DONE (t=0.51s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.512 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.796 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.547 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.258 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.494 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.720 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.291 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.573 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.614 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.365 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.609 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.807 evaluate category: airplane Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.31s). Accumulating evaluation results... DONE (t=0.45s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.664 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.872 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.734 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.516 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.661 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.795 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.450 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.721 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.741 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.599 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.733 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.862 evaluate category: bus 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=0.58s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.755 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.897 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.826 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.300 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.626 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.875 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.545 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.829 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.833 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 ] = 0.758 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.924 evaluate category: train Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.29s). Accumulating evaluation results... DONE (t=0.49s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.720 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.896 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.804 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 ] = 0.503 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.779 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.802 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.807 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.567 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.634 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.855 evaluate category: truck Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.07s). Accumulating evaluation results... DONE (t=0.93s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.463 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.633 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.511 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.232 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.453 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.646 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.413 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 ] = 0.711 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.554 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.726 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.818 evaluate category: boat 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=0.74s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.322 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.588 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.303 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 ] = 0.429 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 ] = 0.148 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.418 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 ] = 0.396 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.620 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.687 evaluate category: traffic light Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=9.09s). Accumulating evaluation results... DONE (t=0.70s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.353 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.604 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.374 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.293 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.543 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.631 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.187 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.483 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.523 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 ] = 0.720 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.794 evaluate category: fire hydrant Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=1.96s). Accumulating evaluation results... DONE (t=0.34s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.721 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.880 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.776 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.447 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.720 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 ] = 0.743 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.793 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.793 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.599 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 ] = 0.900 evaluate category: stop sign Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.04s). Accumulating evaluation results... DONE (t=0.38s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.748 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.829 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.803 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.428 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.755 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.912 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.763 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 ] = 0.839 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.663 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 ] = 0.964 evaluate category: parking meter Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=1.76s). Accumulating evaluation results... DONE (t=0.26s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.485 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.638 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.527 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.126 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.584 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.719 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.420 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 ] = 0.612 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.229 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 ] = 0.873 evaluate category: bench 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=1.11s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.334 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.502 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.346 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.155 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 ] = 0.568 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.314 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.497 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.525 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.348 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.530 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.736 evaluate category: bird Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.50s). Accumulating evaluation results... DONE (t=1.02s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.479 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.699 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.515 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.345 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 ] = 0.750 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.209 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.493 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.601 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.471 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 ] = 0.859 evaluate category: cat 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=0.54s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.739 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.909 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.827 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 ] = 0.655 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.787 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 ] = 0.831 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.838 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.442 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 ] = 0.878 evaluate category: dog Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.67s). Accumulating evaluation results... DONE (t=0.69s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.711 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.867 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.790 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.315 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.707 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 ] = 0.651 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.815 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.819 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.494 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 ] = 0.891 evaluate category: horse 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 ] = 0.708 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.902 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.779 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.458 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 ] = 0.827 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 ] = 0.771 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.796 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.615 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 ] = 0.892 evaluate category: sheep 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=0.55s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.599 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.833 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.655 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 ] = 0.681 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.771 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.133 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.575 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 ] = 0.599 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.777 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.875 evaluate category: cow Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.27s). Accumulating evaluation results... DONE (t=0.51s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.632 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.852 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.685 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.485 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.683 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 ] = 0.208 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.643 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.735 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.606 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 ] = 0.911 evaluate category: elephant 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=0.44s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.782 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.945 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.857 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.606 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.721 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.866 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 ] = 0.798 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.852 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.702 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.802 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.920 evaluate category: bear Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.02s). Accumulating evaluation results... DONE (t=0.39s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.802 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.925 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.871 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.471 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.753 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 ] = 0.646 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.877 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.878 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.720 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.824 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.904 evaluate category: zebra Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.52s). Accumulating evaluation results... DONE (t=0.36s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.719 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.939 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.788 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.479 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.713 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.824 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 ] = 0.750 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.802 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 ] = 0.785 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.893 evaluate category: giraffe Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.80s). Accumulating evaluation results... DONE (t=0.45s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.784 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.946 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.859 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.599 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.769 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.842 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.428 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.842 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.859 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.682 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 ] = 0.915 evaluate category: backpack Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.95s). Accumulating evaluation results... DONE (t=0.97s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.263 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.490 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.247 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.200 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 ] = 0.361 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 ] = 0.506 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.524 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.398 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.634 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.734 evaluate category: umbrella Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=8.64s). Accumulating evaluation results... DONE (t=0.58s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.476 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.732 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.511 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.340 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 ] = 0.649 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.239 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 ] = 0.639 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.491 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.691 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.802 evaluate category: handbag Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.86s). Accumulating evaluation results... DONE (t=1.06s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.247 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.423 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.257 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.221 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.345 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.286 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 ] = 0.464 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 ] = 0.387 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 ] = 0.695 evaluate category: tie Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.50s). Accumulating evaluation results... DONE (t=0.50s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.418 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.628 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.457 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.300 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.554 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.589 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.343 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.534 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.557 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.416 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.694 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.766 evaluate category: suitcase Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.80s). Accumulating evaluation results... DONE (t=0.57s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.529 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.742 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.591 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.274 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.547 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.669 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.262 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.623 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 ] = 0.433 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.718 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.829 evaluate category: frisbee Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.07s). Accumulating evaluation results... DONE (t=0.41s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.662 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.839 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.742 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.593 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.779 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.784 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.617 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.730 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 ] = 0.662 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.849 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.915 evaluate category: skis 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=0.37s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.276 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.488 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.262 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.236 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 ] = 0.096 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.228 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.410 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 ] = 0.378 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.634 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.537 evaluate category: snowboard Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=1.97s). Accumulating evaluation results... DONE (t=0.30s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.453 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.641 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.482 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 ] = 0.605 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.665 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.383 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.437 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.735 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.830 evaluate category: sports ball Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.69s). Accumulating evaluation results... DONE (t=0.59s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.524 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.733 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.577 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.468 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 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.463 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.600 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 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.818 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.788 evaluate category: kite 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=0.41s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.536 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.769 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.573 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 ] = 0.647 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.549 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.187 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.550 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.663 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.619 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 ] = 0.790 evaluate category: baseball bat Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=1.92s). Accumulating evaluation results... DONE (t=0.31s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.443 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.749 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.453 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.513 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.457 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.242 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.450 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.624 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.598 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 ] = 0.650 evaluate category: baseball glove Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=1.97s). Accumulating evaluation results... DONE (t=0.29s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.488 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.724 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.557 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.426 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 ] = 0.714 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.440 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.579 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.593 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.533 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.760 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.821 evaluate category: skateboard 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=0.41s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.611 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.861 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.682 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.492 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.728 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.729 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.470 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.693 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 ] = 0.593 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.809 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.848 evaluate category: surfboard 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=0.45s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.427 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.656 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.446 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.312 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.488 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.622 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 ] = 0.542 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.579 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.449 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.799 evaluate category: tennis racket Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.10s). Accumulating evaluation results... DONE (t=0.33s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.620 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.878 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.710 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.520 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 ] = 0.698 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.521 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.706 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 ] = 0.612 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 ] = 0.847 evaluate category: bottle Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.07s). Accumulating evaluation results... DONE (t=1.19s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.452 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.657 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.509 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 ] = 0.580 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 ] = 0.242 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.580 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.530 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 ] = 0.885 evaluate category: wine glass 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=0.41s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.504 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.728 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.550 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.362 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.663 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.674 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.231 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 ] = 0.625 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.460 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.772 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.882 evaluate category: cup Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=10.40s). Accumulating evaluation results... DONE (t=1.22s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.507 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.671 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.562 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 ] = 0.657 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 ] = 0.330 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.638 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.665 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.486 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 ] = 0.909 evaluate category: fork Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.23s). Accumulating evaluation results... DONE (t=0.36s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.406 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.596 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.436 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.318 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.576 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.537 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 ] = 0.579 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 ] = 0.447 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.768 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.826 evaluate category: knife 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=0.50s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.276 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.444 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.286 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.237 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.430 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.360 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.274 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.472 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.496 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.395 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.675 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.757 evaluate category: spoon Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.21s). Accumulating evaluation results... DONE (t=0.43s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.260 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.394 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.273 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.217 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.434 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 ] = 0.257 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.466 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.480 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.376 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 ] = 0.728 evaluate category: bowl Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.38s). Accumulating evaluation results... DONE (t=0.86s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.488 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.643 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.550 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 ] = 0.523 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.644 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.347 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.672 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.702 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.512 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.740 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.846 evaluate category: banana Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.08s). Accumulating evaluation results... DONE (t=0.42s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.306 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.502 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.316 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.165 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.379 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.478 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 ] = 0.390 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.338 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 ] = 0.702 evaluate category: apple Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.33s). Accumulating evaluation results... DONE (t=0.45s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.308 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.422 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.340 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.131 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.327 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.596 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.180 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 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.382 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.679 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.828 evaluate category: sandwich Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=1.93s). Accumulating evaluation results... DONE (t=0.32s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.490 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.671 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.536 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.176 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.399 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 ] = 0.367 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 ] = 0.704 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.350 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.606 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.833 evaluate category: orange Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.75s). Accumulating evaluation results... DONE (t=0.47s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.382 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.499 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.426 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.198 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.474 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 ] = 0.163 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.506 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.631 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.423 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.746 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.829 evaluate category: broccoli Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.29s). Accumulating evaluation results... DONE (t=0.41s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.342 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.572 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.358 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 ] = 0.340 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.444 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.169 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.499 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.611 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 ] = 0.599 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.712 evaluate category: carrot 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=0.30s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.256 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.412 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.265 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.229 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.308 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.312 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.112 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.453 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.563 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 ] = 0.623 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.658 evaluate category: hot dog Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.10s). Accumulating evaluation results... DONE (t=0.29s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.424 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.580 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.441 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.207 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.510 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 ] = 0.284 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 ] = 0.585 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.296 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 ] = 0.829 evaluate category: pizza 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=0.38s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.636 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.801 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.708 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.328 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.514 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.756 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 ] = 0.751 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.765 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 ] = 0.675 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.873 evaluate category: donut Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.76s). Accumulating evaluation results... DONE (t=0.45s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.628 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.781 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.704 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.421 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.632 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 ] = 0.189 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 ] = 0.776 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.577 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 ] = 0.887 evaluate category: cake Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.45s). Accumulating evaluation results... DONE (t=0.48s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.415 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.576 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.457 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.124 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 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.330 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.572 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 ] = 0.346 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.603 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.794 evaluate category: chair Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=6.78s). Accumulating evaluation results... DONE (t=1.67s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.403 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.615 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.430 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.249 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.494 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.561 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.212 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 ] = 0.582 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.411 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 ] = 0.776 evaluate category: couch Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.45s). Accumulating evaluation results... DONE (t=0.58s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.550 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.743 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.587 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.211 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 ] = 0.614 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.513 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.740 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.744 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.253 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.593 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.796 evaluate category: potted plant Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=10.13s). Accumulating evaluation results... DONE (t=0.64s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.320 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.530 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.330 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.220 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.390 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.373 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.291 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.518 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.545 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.388 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.715 evaluate category: bed Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.37s). Accumulating evaluation results... DONE (t=0.47s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.568 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.804 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.595 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 ] = 0.284 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 ] = 0.592 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.756 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.761 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 ] = 0.505 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.797 evaluate category: dining table Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.90s). Accumulating evaluation results... DONE (t=1.03s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.393 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.566 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.423 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.092 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.225 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.501 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.482 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.618 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 ] = 0.231 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.445 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.750 evaluate category: toilet Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.15s). Accumulating evaluation results... DONE (t=0.35s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.700 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.870 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.773 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.170 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.667 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.757 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.628 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.831 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 ] = 0.447 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 ] = 0.896 evaluate category: tv Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.50s). Accumulating evaluation results... DONE (t=0.49s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.636 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.829 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.738 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.297 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.599 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.726 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.554 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 ] = 0.762 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.496 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.739 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.835 evaluate category: laptop 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=0.43s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.740 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.877 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.819 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.420 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.706 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.828 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.631 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.821 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.825 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.517 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.800 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.902 evaluate category: mouse Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=1.94s). Accumulating evaluation results... DONE (t=0.34s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.652 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.839 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.755 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.557 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.753 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.879 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.620 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.753 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.753 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.666 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.846 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.963 evaluate category: remote 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=0.54s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.452 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.663 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.496 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.404 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.605 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 ] = 0.317 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 ] = 0.631 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.787 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.870 evaluate category: keyboard Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.02s). Accumulating evaluation results... DONE (t=0.34s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.583 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.753 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.666 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 ] = 0.599 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 ] = 0.527 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.742 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.748 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.432 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.770 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.838 evaluate category: cell phone 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=0.71s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.422 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.604 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.465 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.283 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 ] = 0.711 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.409 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.580 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.438 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 ] = 0.866 evaluate category: microwave Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=1.69s). Accumulating evaluation results... DONE (t=0.23s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.700 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.866 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.798 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.451 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.691 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.761 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.732 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.806 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.807 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.659 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.796 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=2.00s). Accumulating evaluation results... DONE (t=0.35s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.498 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.711 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.535 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 ] = 0.393 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.596 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.676 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 ] = 0.219 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 ] = 0.776 evaluate category: toaster Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=1.37s). Accumulating evaluation results... DONE (t=0.12s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.360 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.465 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.442 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 ] = 0.259 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.700 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.567 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.602 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.602 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.450 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 ] = 0.780 evaluate category: sink Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.37s). Accumulating evaluation results... DONE (t=0.47s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.447 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.672 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.468 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.231 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 ] = 0.598 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 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.648 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.397 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.679 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.815 evaluate category: refrigerator Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.02s). Accumulating evaluation results... DONE (t=0.36s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.631 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.799 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.674 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.009 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.394 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.706 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.669 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.758 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 ] = 0.183 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.566 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.822 evaluate category: book Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=6.71s). Accumulating evaluation results... DONE (t=1.23s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.167 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.322 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.149 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.131 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.248 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.400 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.099 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.290 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.428 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 ] = 0.602 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.722 evaluate category: clock 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=0.65s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.568 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.787 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.632 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.451 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 ] = 0.661 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.460 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 ] = 0.713 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 ] = 0.798 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.832 evaluate category: vase 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=0.60s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.527 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.697 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.581 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.286 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 ] = 0.764 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.367 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.666 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.703 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 ] = 0.900 evaluate category: scissors Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=7.15s). Accumulating evaluation results... DONE (t=0.28s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.432 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.604 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.459 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 ] = 0.550 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.619 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.424 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.578 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.284 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 ] = 0.758 evaluate category: teddy bear Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.35s). Accumulating evaluation results... DONE (t=0.41s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.561 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.759 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.615 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 ] = 0.520 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.711 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.353 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.633 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 ] = 0.420 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 ] = 0.845 evaluate category: hair drier Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=1.33s). Accumulating evaluation results... DONE (t=0.13s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.145 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.217 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.147 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.036 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.264 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 ] = 0.215 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.329 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.329 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.200 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.492 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.350 evaluate category: toothbrush Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=1.85s). Accumulating evaluation results... DONE (t=0.31s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.308 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.516 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.313 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.235 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 ] = 0.425 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.234 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.473 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 ] = 0.385 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.651 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.707 overall performance Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.504 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.695 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.549 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.309 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.543 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.644 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 ] = 0.623 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 ] = 0.468 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.708 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.816 Done (t=434.47s)