Annotation Type: bbox loading annotations into memory... Done (t=2.16s) creating index... index created! Loading and preparing results... DONE (t=29.78s) creating index... index created! evaluate category: person Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=38.97s). Accumulating evaluation results... DONE (t=5.31s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.572 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.829 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.620 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.368 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 ] = 0.794 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 ] = 0.579 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.661 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.480 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.736 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.864 evaluate category: bicycle Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.90s). Accumulating evaluation results... DONE (t=0.56s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.392 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.644 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.390 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 ] = 0.462 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 ] = 0.260 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 ] = 0.509 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.334 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 ] = 0.773 evaluate category: car Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=8.13s). Accumulating evaluation results... DONE (t=2.20s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.456 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.705 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.489 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.336 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 ] = 0.688 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.199 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.541 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.590 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 ] = 0.756 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.836 evaluate category: motorcycle Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.81s). Accumulating evaluation results... DONE (t=0.48s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.492 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.780 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.519 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.218 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.468 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 ] = 0.282 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.555 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.595 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 ] = 0.589 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.800 evaluate category: airplane 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=0.44s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.637 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.855 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.693 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.490 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 ] = 0.770 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.439 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.705 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.723 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 ] = 0.716 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.846 evaluate category: bus 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=0.55s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.738 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.885 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.815 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.273 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.614 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.863 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.540 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.810 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.816 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.456 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.744 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.916 evaluate category: train 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=0.50s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.705 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.886 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.777 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.308 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.493 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.765 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.632 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.789 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.794 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.583 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 ] = 0.846 evaluate category: truck 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=0.90s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.439 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.610 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.485 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 ] = 0.429 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.406 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.675 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.690 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.508 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 ] = 0.815 evaluate category: boat 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=0.73s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.297 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.553 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.276 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.199 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.400 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.459 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.137 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.396 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.477 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.352 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.588 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.666 evaluate category: traffic light Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=9.91s). Accumulating evaluation results... DONE (t=0.87s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.322 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.568 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.337 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.255 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 ] = 0.616 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.174 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.440 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.475 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.402 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 ] = 0.800 evaluate category: fire hydrant 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=0.43s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.703 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.864 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.763 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.390 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.711 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.849 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.724 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 ] = 0.541 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 ] = 0.895 evaluate category: stop sign 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=0.44s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.734 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.822 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.802 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 ] = 0.751 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.904 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.745 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.822 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.823 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.607 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.823 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.959 evaluate category: parking meter 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=0.26s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.462 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.636 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.508 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.127 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.531 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 ] = 0.394 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.584 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.584 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.215 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.647 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.846 evaluate category: bench Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.09s). Accumulating evaluation results... DONE (t=1.38s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.314 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.469 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.329 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.122 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.309 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.293 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 ] = 0.490 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.292 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.509 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.710 evaluate category: bird Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.10s). Accumulating evaluation results... DONE (t=1.02s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.454 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.676 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.483 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.318 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 ] = 0.747 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.204 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 ] = 0.562 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.425 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 ] = 0.853 evaluate category: cat 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=0.53s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.725 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.903 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.811 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.183 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.616 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.780 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.672 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.825 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.829 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 ] = 0.739 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.873 evaluate category: dog 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=0.69s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.689 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.852 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.767 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.302 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 ] = 0.788 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.632 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.799 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.800 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.440 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.786 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.887 evaluate category: horse 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=0.52s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.686 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.886 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.750 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.443 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.666 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.817 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.403 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 ] = 0.777 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 ] = 0.754 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.884 evaluate category: sheep Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.69s). Accumulating evaluation results... DONE (t=0.59s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.575 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.812 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.626 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.444 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.660 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.768 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.131 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.552 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.685 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.748 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.868 evaluate category: cow Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.70s). Accumulating evaluation results... DONE (t=0.59s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.614 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.840 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.669 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.459 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.664 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.848 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.205 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 ] = 0.717 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 ] = 0.768 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.905 evaluate category: elephant 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=0.46s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.763 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.934 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.843 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.562 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.691 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.856 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.354 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.780 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.836 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.665 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.789 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.907 evaluate category: bear Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.25s). Accumulating evaluation results... DONE (t=0.37s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.806 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.927 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.874 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 ] = 0.741 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.849 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.649 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.880 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.881 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.780 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.810 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.909 evaluate category: zebra 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=0.34s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.709 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.934 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.771 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 ] = 0.702 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.818 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.297 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.742 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.794 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.614 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 ] = 0.888 evaluate category: giraffe Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.64s). Accumulating evaluation results... DONE (t=0.46s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.768 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.941 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.833 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.576 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.747 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.832 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 ] = 0.820 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.840 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.646 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 ] = 0.900 evaluate category: backpack 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=1.00s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.231 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.447 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.207 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.173 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.317 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.317 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.276 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 ] = 0.477 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 ] = 0.596 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.699 evaluate category: umbrella Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=10.06s). Accumulating evaluation results... DONE (t=0.66s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.448 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.697 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.475 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.307 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.505 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.233 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.546 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 ] = 0.431 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.660 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.792 evaluate category: handbag Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.96s). Accumulating evaluation results... DONE (t=1.12s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.220 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.385 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.227 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.193 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.322 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.278 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 ] = 0.421 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.445 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 ] = 0.617 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.683 evaluate category: tie Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.16s). Accumulating evaluation results... DONE (t=0.71s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.382 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.582 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.426 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.247 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 ] = 0.589 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.322 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.501 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.368 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 ] = 0.760 evaluate category: suitcase 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=0.54s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.500 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.709 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.559 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.234 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.513 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.655 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 ] = 0.597 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.667 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.371 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 ] = 0.811 evaluate category: frisbee 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 ] = 0.637 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.805 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.730 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.568 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.758 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.762 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.604 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 ] = 0.720 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.640 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.838 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.831 evaluate category: skis 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=0.33s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.254 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.461 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.232 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.214 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.425 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.101 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.210 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.378 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 ] = 0.335 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.614 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.513 evaluate category: snowboard Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.12s). Accumulating evaluation results... DONE (t=0.35s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.421 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.621 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.438 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.288 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.569 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.360 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.547 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.564 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.407 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.715 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.802 evaluate category: sports ball Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.78s). Accumulating evaluation results... DONE (t=0.56s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.489 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.691 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.550 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.433 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.723 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 ] = 0.435 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 ] = 0.594 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.544 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.793 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.853 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=0.40s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.504 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.745 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.538 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.504 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.619 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.527 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.183 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.525 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.635 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 ] = 0.749 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.783 evaluate category: baseball bat Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=1.87s). Accumulating evaluation results... DONE (t=0.27s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.405 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.707 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.417 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.474 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.414 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.194 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.412 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 ] = 0.584 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.560 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 ] = 0.555 evaluate category: baseball glove Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.03s). Accumulating evaluation results... DONE (t=0.30s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.457 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.692 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.528 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.397 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.645 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 ] = 0.418 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.548 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 ] = 0.499 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 ] = 0.786 evaluate category: skateboard Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.36s). Accumulating evaluation results... DONE (t=0.39s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.581 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.839 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.646 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 ] = 0.699 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.704 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.457 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.667 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.689 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.789 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.856 evaluate category: surfboard Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.59s). Accumulating evaluation results... DONE (t=0.44s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.394 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.630 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.412 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.281 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.455 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.597 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 ] = 0.510 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 ] = 0.408 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.600 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.788 evaluate category: tennis racket Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.01s). Accumulating evaluation results... DONE (t=0.29s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.581 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.855 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.636 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 ] = 0.669 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 ] = 0.501 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 ] = 0.695 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.552 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.771 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.851 evaluate category: bottle Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.08s). Accumulating evaluation results... DONE (t=1.19s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.415 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.621 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.462 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.301 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.552 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.708 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.230 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.539 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 ] = 0.472 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.738 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.858 evaluate category: wine glass 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=0.40s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.472 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.691 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.514 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.321 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 ] = 0.663 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.220 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.533 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 ] = 0.413 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 ] = 0.862 evaluate category: cup Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.17s). Accumulating evaluation results... DONE (t=1.07s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.475 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.637 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.530 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.253 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.639 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 ] = 0.319 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.632 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.434 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.793 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.902 evaluate category: fork Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=11.86s). Accumulating evaluation results... DONE (t=0.39s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.371 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.558 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.406 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 ] = 0.541 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 ] = 0.368 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.548 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.555 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.411 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.738 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.828 evaluate category: knife Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.86s). Accumulating evaluation results... DONE (t=0.56s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.237 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.401 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.241 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 ] = 0.370 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.376 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.252 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.420 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.442 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 ] = 0.626 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.716 evaluate category: spoon Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.53s). Accumulating evaluation results... DONE (t=0.40s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.219 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.352 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.225 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.180 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.403 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.185 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.233 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.415 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.430 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.323 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.661 evaluate category: bowl 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=0.85s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.460 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.612 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.518 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.252 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.502 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.621 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 ] = 0.646 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.672 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.452 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.722 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.833 evaluate category: banana 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=0.41s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.293 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.487 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.294 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 ] = 0.375 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.462 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.140 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.375 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.506 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.303 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 ] = 0.697 evaluate category: apple Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.34s). Accumulating evaluation results... DONE (t=0.39s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.288 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.403 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.311 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.105 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 ] = 0.577 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 ] = 0.481 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.333 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 ] = 0.813 evaluate category: sandwich Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.12s). Accumulating evaluation results... DONE (t=0.37s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.454 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.634 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.488 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.135 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.337 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.600 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.363 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.647 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.681 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.324 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.574 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.816 evaluate category: orange 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=0.33s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.355 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.468 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.394 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.174 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.448 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.564 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.156 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 ] = 0.605 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.383 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.721 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=2.82s). Accumulating evaluation results... DONE (t=0.37s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.337 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.572 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.352 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.158 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.339 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.436 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.167 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.486 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.600 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.392 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.589 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.697 evaluate category: carrot 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=0.34s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.245 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.399 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.257 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.198 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.310 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 ] = 0.113 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.430 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.541 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.446 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.610 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.649 evaluate category: hot dog 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=0.29s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.381 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.524 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.413 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.152 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.434 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.277 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.507 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.555 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.247 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 ] = 0.830 evaluate category: pizza Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.18s). Accumulating evaluation results... DONE (t=0.36s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.622 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.791 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.694 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 ] = 0.487 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 ] = 0.461 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.732 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.744 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 ] = 0.655 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.865 evaluate category: donut 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=0.39s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.608 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.768 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.684 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 ] = 0.609 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.778 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.182 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 ] = 0.754 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 ] = 0.775 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.885 evaluate category: cake Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.36s). Accumulating evaluation results... DONE (t=0.43s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.400 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.549 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.446 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.106 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.322 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.584 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.326 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 ] = 0.615 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.311 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.791 evaluate category: chair Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=7.00s). Accumulating evaluation results... DONE (t=2.10s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.373 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.578 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.395 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.218 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.470 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.535 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.205 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.496 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.557 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.373 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.757 evaluate category: couch 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=0.68s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.536 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.731 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.577 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.228 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 ] = 0.598 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.514 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 ] = 0.729 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 ] = 0.578 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.780 evaluate category: potted plant Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.49s). Accumulating evaluation results... DONE (t=0.78s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.313 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.519 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.328 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.203 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.369 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.403 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.289 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.504 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.528 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 ] = 0.573 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.709 evaluate category: bed 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=0.51s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.558 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.791 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.583 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.015 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.246 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 ] = 0.587 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.738 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 ] = 0.100 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.498 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.780 evaluate category: dining table Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=10.33s). Accumulating evaluation results... DONE (t=1.03s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.383 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.551 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.406 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.070 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.200 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 ] = 0.473 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 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.194 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.417 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.737 evaluate category: toilet Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.13s). Accumulating evaluation results... DONE (t=0.35s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.687 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.865 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.754 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.209 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.648 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 ] = 0.619 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 ] = 0.832 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 ] = 0.772 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.885 evaluate category: tv 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=0.48s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.629 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.823 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.734 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.264 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.597 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.723 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.558 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 ] = 0.750 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.446 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.731 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.827 evaluate category: laptop 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=0.41s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.719 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.864 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.799 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.399 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 ] = 0.809 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.616 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.807 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.809 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.492 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.783 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.887 evaluate category: mouse 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=0.30s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.629 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.812 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.736 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.526 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.734 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.908 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.735 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 ] = 0.650 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 ] = 0.963 evaluate category: remote 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=0.51s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.422 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.628 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.462 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.368 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 ] = 0.693 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 ] = 0.581 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.605 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.536 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 ] = 0.832 evaluate category: keyboard 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=0.39s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.562 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.740 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.643 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.263 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.574 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.672 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.508 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.727 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.730 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.422 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.742 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.830 evaluate category: cell phone Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.96s). Accumulating evaluation results... DONE (t=0.71s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.387 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.566 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.421 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 ] = 0.597 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 ] = 0.384 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 ] = 0.557 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.389 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 ] = 0.856 evaluate category: microwave Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=1.77s). Accumulating evaluation results... DONE (t=0.24s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.680 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.858 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.786 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.511 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.673 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 ] = 0.719 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 ] = 0.791 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.647 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.774 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.845 evaluate category: oven Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.28s). Accumulating evaluation results... DONE (t=0.40s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.477 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.691 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.515 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.085 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.372 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.573 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.515 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.661 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 ] = 0.205 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 ] = 0.759 evaluate category: toaster Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=1.73s). Accumulating evaluation results... DONE (t=0.11s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.341 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.444 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.404 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.256 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.292 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.694 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.551 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 ] = 0.576 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.379 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.770 evaluate category: sink 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=0.46s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.431 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.648 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.454 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.190 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.486 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.584 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.448 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.618 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 ] = 0.378 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 ] = 0.805 evaluate category: refrigerator 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=0.33s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.599 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.775 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.645 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 ] = 0.367 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.673 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.647 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.744 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.745 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 ] = 0.552 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.809 evaluate category: book Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=6.65s). Accumulating evaluation results... DONE (t=1.06s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.153 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.306 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.132 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.115 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.236 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.374 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.094 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.268 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.394 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 ] = 0.567 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.702 evaluate category: clock Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.97s). Accumulating evaluation results... DONE (t=0.68s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.548 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.766 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.615 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.420 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.658 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.650 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.445 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.672 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 ] = 0.568 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 ] = 0.814 evaluate category: vase 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 ] = 0.487 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.657 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.544 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 ] = 0.517 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 ] = 0.346 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.632 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.673 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.453 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.728 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.878 evaluate category: scissors Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=1.79s). Accumulating evaluation results... DONE (t=0.28s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.412 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.575 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.439 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.167 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 ] = 0.598 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.407 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.530 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.549 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 ] = 0.687 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.749 evaluate category: teddy bear 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=0.49s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.523 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.731 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.571 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.174 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.496 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.664 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.333 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 ] = 0.699 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.368 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.667 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.835 evaluate category: hair drier Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=7.13s). Accumulating evaluation results... DONE (t=0.15s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.068 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.170 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.038 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.077 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.074 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.110 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.171 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.310 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.310 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.133 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.508 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.370 evaluate category: toothbrush 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 ] = 0.276 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.468 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.282 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.180 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 ] = 0.382 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 ] = 0.432 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.470 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.334 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 ] = 0.674 overall performance Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.480 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.671 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.522 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.281 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.518 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.628 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.369 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 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.425 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 ] = 0.802 Done (t=455.54s)