Annotation Type: bbox loading annotations into memory... Done (t=2.41s) creating index... index created! Loading and preparing results... DONE (t=28.26s) 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=53.65s). Accumulating evaluation results... DONE (t=6.40s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.532 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.796 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.570 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.311 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.620 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.773 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.196 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.545 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.622 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.418 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.711 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.846 evaluate category: bicycle Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.60s). Accumulating evaluation results... DONE (t=0.62s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.355 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.599 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.346 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.187 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.437 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 ] = 0.248 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.432 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.466 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.279 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.559 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.739 evaluate category: car Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=10.68s). Accumulating evaluation results... DONE (t=2.07s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.404 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.645 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.429 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.270 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.600 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.663 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 ] = 0.489 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.538 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 ] = 0.733 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.807 evaluate category: motorcycle Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.71s). Accumulating evaluation results... DONE (t=0.58s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.460 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.746 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.476 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.187 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.435 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 ] = 0.273 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.527 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 ] = 0.275 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.774 evaluate category: airplane 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=0.48s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.608 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.832 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.669 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 ] = 0.610 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.752 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.432 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.674 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.692 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 ] = 0.692 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.832 evaluate category: bus Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.50s). Accumulating evaluation results... DONE (t=0.72s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.714 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.864 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.786 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.202 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.563 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.857 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.791 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.795 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.421 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.704 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.908 evaluate category: train 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=0.64s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.678 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.869 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.754 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.281 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.438 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.745 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 ] = 0.762 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 ] = 0.467 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.561 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.827 evaluate category: truck 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=1.13s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.403 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.576 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.445 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.164 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.381 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.615 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 ] = 0.630 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 ] = 0.441 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.665 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.789 evaluate category: boat Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.46s). Accumulating evaluation results... DONE (t=0.87s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.256 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.504 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.231 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.154 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 ] = 0.422 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.130 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.352 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.425 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.286 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.553 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.627 evaluate category: traffic light 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=0.93s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.278 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.502 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.279 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.203 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 ] = 0.619 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.160 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 ] = 0.421 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.340 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.668 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.751 evaluate category: fire hydrant Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.65s). Accumulating evaluation results... DONE (t=0.41s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.660 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.820 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.728 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 ] = 0.701 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.811 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.684 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.750 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.750 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.459 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.767 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.890 evaluate category: stop sign Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.65s). Accumulating evaluation results... DONE (t=0.42s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.701 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.790 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.757 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.313 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 ] = 0.895 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.711 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.784 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.785 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.479 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.825 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.949 evaluate category: parking meter Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.16s). Accumulating evaluation results... DONE (t=0.29s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.451 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.611 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.504 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 ] = 0.547 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.693 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 ] = 0.565 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.570 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.144 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.665 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.860 evaluate category: bench Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.35s). Accumulating evaluation results... DONE (t=1.35s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.278 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.427 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.293 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.098 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.270 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.519 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.265 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.417 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.438 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.218 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.462 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.679 evaluate category: bird Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=6.31s). Accumulating evaluation results... DONE (t=1.19s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.400 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.617 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.427 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.257 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.601 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 ] = 0.190 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.434 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.516 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 ] = 0.711 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.817 evaluate category: cat Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.45s). Accumulating evaluation results... DONE (t=0.65s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.696 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.888 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.779 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.083 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.589 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.752 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.656 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.796 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 ] = 0.306 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 ] = 0.848 evaluate category: dog Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.67s). Accumulating evaluation results... DONE (t=0.80s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.651 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.829 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.723 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 ] = 0.633 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.754 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.615 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.773 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 ] = 0.408 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 ] = 0.862 evaluate category: horse Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.37s). Accumulating evaluation results... DONE (t=0.63s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.648 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.862 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.713 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.389 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 ] = 0.788 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.392 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 ] = 0.739 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.498 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.721 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.864 evaluate category: sheep Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.88s). Accumulating evaluation results... DONE (t=0.55s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.530 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.784 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.560 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.377 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.628 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.741 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.129 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.523 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 ] = 0.497 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 ] = 0.858 evaluate category: cow Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.24s). Accumulating evaluation results... DONE (t=0.63s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.564 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.801 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.612 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.389 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.629 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.822 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.202 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.589 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.671 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.501 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 ] = 0.891 evaluate category: elephant 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=0.50s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.731 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.921 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.811 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.491 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.652 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.836 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 ] = 0.758 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.812 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 ] = 0.750 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.899 evaluate category: bear Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.43s). Accumulating evaluation results... DONE (t=0.41s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.770 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.914 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.848 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.438 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 ] = 0.804 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 ] = 0.853 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.854 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 ] = 0.808 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.883 evaluate category: zebra Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.32s). Accumulating evaluation results... DONE (t=0.48s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.682 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.922 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.752 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.421 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 ] = 0.809 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.295 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.715 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 ] = 0.556 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 ] = 0.876 evaluate category: giraffe Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.13s). Accumulating evaluation results... DONE (t=0.45s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.739 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.927 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.820 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.528 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.724 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 ] = 0.416 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.801 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.821 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.617 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.790 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.884 evaluate category: backpack Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.16s). Accumulating evaluation results... DONE (t=1.12s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.200 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.395 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.168 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.135 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.290 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.305 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 ] = 0.424 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.438 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.280 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.586 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.667 evaluate category: umbrella 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=0.79s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.401 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.652 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.423 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.260 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.461 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.214 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 ] = 0.554 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.371 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 ] = 0.745 evaluate category: handbag Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=10.30s). Accumulating evaluation results... DONE (t=1.28s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.172 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.316 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.165 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.134 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.276 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.277 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 ] = 0.362 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.383 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 ] = 0.570 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.665 evaluate category: tie Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.20s). Accumulating evaluation results... DONE (t=0.57s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.337 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.528 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.364 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.205 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 ] = 0.542 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.296 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.450 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.471 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.293 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.645 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.736 evaluate category: suitcase Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.45s). Accumulating evaluation results... DONE (t=0.59s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.472 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.690 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.522 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.210 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.480 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.625 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.244 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.564 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 ] = 0.338 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 ] = 0.788 evaluate category: frisbee 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=0.47s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.592 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.774 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.667 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 ] = 0.728 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 ] = 0.582 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.681 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.683 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.587 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 ] = 0.877 evaluate category: skis 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=0.38s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.224 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.420 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.203 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.177 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.397 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.081 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.195 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.336 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.373 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.281 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.568 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.458 evaluate category: snowboard Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.39s). Accumulating evaluation results... DONE (t=0.34s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.360 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.546 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.373 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.243 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 ] = 0.567 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.328 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.488 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.505 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 ] = 0.655 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.736 evaluate category: sports ball Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.66s). Accumulating evaluation results... DONE (t=0.72s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.410 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.615 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.438 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 ] = 0.706 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 ] = 0.392 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.500 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.512 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.442 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 ] = 0.829 evaluate category: kite 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=0.48s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.457 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.705 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.486 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.449 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.593 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.491 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.175 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.485 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.588 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.534 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 ] = 0.741 evaluate category: baseball bat 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=0.36s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.354 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.663 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.340 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.416 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.382 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.165 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.385 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.523 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.531 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 ] = 0.609 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.575 evaluate category: baseball glove Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.55s). Accumulating evaluation results... DONE (t=0.37s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.408 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.623 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.463 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 ] = 0.634 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.564 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.386 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.502 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.513 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 ] = 0.759 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.721 evaluate category: skateboard Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.89s). Accumulating evaluation results... DONE (t=0.46s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.525 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.791 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.578 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.398 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.662 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.436 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.619 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.488 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 ] = 0.816 evaluate category: surfboard 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=0.49s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.352 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.590 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.374 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.228 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.419 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.563 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.300 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.464 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.493 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.344 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.555 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.750 evaluate category: tennis racket 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=0.39s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.540 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.831 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.581 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.424 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.631 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.662 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.479 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 ] = 0.651 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.498 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.730 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.836 evaluate category: bottle Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=6.86s). Accumulating evaluation results... DONE (t=1.44s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.363 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.563 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.397 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.242 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.510 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 ] = 0.213 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.487 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.534 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 ] = 0.705 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.849 evaluate category: wine glass Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.22s). Accumulating evaluation results... DONE (t=0.50s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.410 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.629 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.445 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.242 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.587 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 ] = 0.203 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.481 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 ] = 0.326 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.707 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.812 evaluate category: cup Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.26s). Accumulating evaluation results... DONE (t=1.24s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.422 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.577 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.471 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.190 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.589 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 ] = 0.296 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 ] = 0.580 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.354 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.762 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.897 evaluate category: fork 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=0.41s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.317 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.498 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.345 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.238 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.499 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 ] = 0.319 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.489 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.492 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.331 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.700 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.772 evaluate category: knife 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=0.62s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.187 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.340 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.181 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.153 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.329 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.296 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.213 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.373 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.388 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.272 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 ] = 0.671 evaluate category: spoon Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=8.03s). Accumulating evaluation results... DONE (t=0.48s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.173 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.295 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.175 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.138 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 ] = 0.131 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.201 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.361 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.376 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.258 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.601 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.644 evaluate category: bowl Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.45s). Accumulating evaluation results... DONE (t=1.00s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.418 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.569 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.472 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.194 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.462 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 ] = 0.318 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 ] = 0.629 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.380 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.690 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.804 evaluate category: banana Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.06s). Accumulating evaluation results... DONE (t=0.47s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.266 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.456 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.266 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 ] = 0.348 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.427 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.128 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.354 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.473 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.249 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.582 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.678 evaluate category: apple 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 ] = 0.252 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.348 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.277 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.072 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.277 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.541 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.150 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.438 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.509 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.252 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 ] = 0.795 evaluate category: sandwich 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=0.37s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.431 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.616 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.458 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 ] = 0.293 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.586 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 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.652 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.250 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.544 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.797 evaluate category: orange 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=0.41s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.341 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.456 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.380 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.142 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.426 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.582 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.149 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.444 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.567 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.325 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 ] = 0.809 evaluate category: broccoli Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.67s). Accumulating evaluation results... DONE (t=0.42s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.319 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.552 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.328 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 ] = 0.319 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.408 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.159 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.470 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.576 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.380 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.565 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.670 evaluate category: carrot Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.35s). Accumulating evaluation results... DONE (t=0.40s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.221 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.371 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.225 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.186 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.279 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 ] = 0.107 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.395 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.502 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 ] = 0.581 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.609 evaluate category: hot dog Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.57s). Accumulating evaluation results... DONE (t=0.35s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.366 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.524 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.391 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.145 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.401 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.610 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.270 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.469 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.527 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.207 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 ] = 0.803 evaluate category: pizza Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.91s). Accumulating evaluation results... DONE (t=0.44s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.599 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.783 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.663 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 ] = 0.456 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.738 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 ] = 0.714 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 ] = 0.318 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.630 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.856 evaluate category: donut Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.64s). Accumulating evaluation results... DONE (t=0.47s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.581 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.742 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.651 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.314 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.588 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.760 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.176 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.727 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.478 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.745 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.873 evaluate category: cake Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.17s). Accumulating evaluation results... DONE (t=0.50s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.386 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.545 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.434 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.097 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.313 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.566 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 ] = 0.538 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.586 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.249 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.554 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.770 evaluate category: chair Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=9.43s). Accumulating evaluation results... DONE (t=2.07s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.333 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.536 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.346 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.181 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.428 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.496 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 ] = 0.457 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.508 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.309 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.601 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.718 evaluate category: couch 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=0.79s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.498 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.709 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.529 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.181 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.302 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.560 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.479 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 ] = 0.699 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.180 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.555 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.749 evaluate category: potted plant Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.21s). Accumulating evaluation results... DONE (t=0.99s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.285 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.486 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.293 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.172 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.342 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.379 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.269 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.465 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.489 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.307 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.541 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.683 evaluate category: bed Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.25s). Accumulating evaluation results... DONE (t=0.66s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.531 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.776 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.553 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.209 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.575 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.562 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.717 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.720 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.420 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.765 evaluate category: dining table Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.12s). Accumulating evaluation results... DONE (t=1.36s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.363 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.536 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.385 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.047 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.173 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 ] = 0.459 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 ] = 0.582 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.134 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.371 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.722 evaluate category: toilet Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.89s). Accumulating evaluation results... DONE (t=0.47s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.653 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.841 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.711 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.184 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.606 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.715 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.600 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.787 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.804 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.329 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.737 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.860 evaluate category: tv Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=10.56s). Accumulating evaluation results... DONE (t=0.54s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.608 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.806 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.717 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.230 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 ] = 0.706 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 ] = 0.725 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 ] = 0.386 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.719 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.816 evaluate category: laptop 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=0.51s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.688 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.846 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.776 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.332 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.633 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.794 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.603 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.779 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.785 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 ] = 0.740 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.881 evaluate category: mouse Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.49s). Accumulating evaluation results... DONE (t=0.35s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.588 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.758 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.687 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.464 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.731 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.865 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.582 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.691 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.691 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.568 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.829 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.956 evaluate category: remote 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=0.63s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.355 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.558 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.367 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.294 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.565 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.663 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 ] = 0.515 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.448 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.761 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.825 evaluate category: keyboard Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.55s). Accumulating evaluation results... DONE (t=0.36s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.512 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.703 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.571 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.194 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.524 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.629 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 ] = 0.678 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.683 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.331 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.693 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.802 evaluate category: cell phone Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.73s). Accumulating evaluation results... DONE (t=0.81s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.340 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.503 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.368 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.187 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.554 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 ] = 0.348 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 ] = 0.502 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.310 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 ] = 0.846 evaluate category: microwave 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=0.28s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.658 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.833 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.770 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.408 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.641 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.736 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.706 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.776 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 ] = 0.612 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 ] = 0.840 evaluate category: oven 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=0.42s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.451 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.676 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.477 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.029 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.316 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 ] = 0.482 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.643 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.138 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.518 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.752 evaluate category: toaster Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=1.88s). Accumulating evaluation results... DONE (t=0.17s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.293 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.392 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.343 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.298 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.258 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.557 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.518 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.586 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.586 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 ] = 0.584 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.750 evaluate category: sink 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=0.52s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.397 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.621 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.412 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.145 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 ] = 0.552 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 ] = 0.577 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 ] = 0.305 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.632 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.771 evaluate category: refrigerator Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.42s). Accumulating evaluation results... DONE (t=0.39s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.570 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.748 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.629 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.002 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.330 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 ] = 0.598 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.718 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.718 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.117 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.508 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.786 evaluate category: book Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=8.58s). Accumulating evaluation results... DONE (t=1.19s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.126 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.264 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.106 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.089 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.201 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.342 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.086 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.235 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.347 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.260 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.651 evaluate category: clock Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.11s). Accumulating evaluation results... DONE (t=0.88s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.513 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.732 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.577 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.367 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.635 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.648 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.423 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.635 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 ] = 0.506 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 ] = 0.809 evaluate category: vase 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=0.72s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.448 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.617 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.493 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 ] = 0.482 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.709 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.328 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.589 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 ] = 0.382 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.687 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.848 evaluate category: scissors 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=0.33s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.345 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.513 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.342 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.108 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.461 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.341 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.444 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 ] = 0.161 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.580 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.682 evaluate category: teddy bear 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=0.55s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.479 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.702 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.504 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.148 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.464 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.617 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.323 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 ] = 0.659 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.336 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.631 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.789 evaluate category: hair drier Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=1.78s). Accumulating evaluation results... DONE (t=0.21s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.108 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.187 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.106 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.065 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.098 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.227 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.202 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.266 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.266 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.178 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.331 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.340 evaluate category: toothbrush 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=0.38s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.239 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.414 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.234 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.164 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 ] = 0.297 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.207 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.388 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.409 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 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.596 overall performance Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.443 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.635 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.479 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 ] = 0.485 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.599 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.349 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.562 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.596 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.363 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 ] = 0.778 Done (t=537.10s)