Annotation Type: bbox loading annotations into memory... Done (t=2.59s) creating index... index created! Loading and preparing results... DONE (t=30.40s) 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=64.51s). Accumulating evaluation results... DONE (t=6.91s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.432 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.696 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.450 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 ] = 0.543 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.725 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.180 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.458 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.518 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.253 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.638 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.804 evaluate category: bicycle Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.80s). Accumulating evaluation results... DONE (t=0.74s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.258 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.481 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.229 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.096 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 ] = 0.545 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 ] = 0.337 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.359 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.135 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.471 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.682 evaluate category: car Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=12.05s). Accumulating evaluation results... DONE (t=2.31s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.279 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.478 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.284 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.116 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.509 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.154 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.356 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 ] = 0.210 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.644 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.764 evaluate category: motorcycle Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.95s). Accumulating evaluation results... DONE (t=0.68s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.380 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.656 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.384 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.096 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.349 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 ] = 0.244 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 ] = 0.478 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 ] = 0.478 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.727 evaluate category: airplane Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.26s). Accumulating evaluation results... DONE (t=0.52s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.494 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.746 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.538 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.271 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.519 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.675 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 ] = 0.570 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.589 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.353 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.605 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.767 evaluate category: bus 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=0.75s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.634 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.802 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.711 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.069 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 ] = 0.809 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.499 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.711 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.716 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.169 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.598 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.873 evaluate category: train 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=0.61s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.621 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.834 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.701 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 ] = 0.373 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 ] = 0.575 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.710 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.715 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.278 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.492 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.782 evaluate category: truck Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.27s). Accumulating evaluation results... DONE (t=1.14s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.317 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.483 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.349 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 ] = 0.284 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.548 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.325 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 ] = 0.540 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.212 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.581 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.747 evaluate category: boat Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=6.04s). Accumulating evaluation results... DONE (t=0.95s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.173 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.369 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.143 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.063 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.281 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.355 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.101 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.258 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.314 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.139 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.470 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.576 evaluate category: traffic light Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.28s). Accumulating evaluation results... DONE (t=6.40s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.175 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.342 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.164 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.093 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.433 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.581 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.119 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.261 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.281 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.174 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.602 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.739 evaluate category: fire hydrant 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=0.45s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.571 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.752 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.636 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.163 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.605 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.768 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.591 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.642 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.642 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.217 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.679 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.842 evaluate category: stop sign 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 ] = 0.627 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.715 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.679 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.153 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.690 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.873 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.648 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.702 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.704 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.251 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 ] = 0.928 evaluate category: parking meter Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=1.99s). Accumulating evaluation results... DONE (t=0.27s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.386 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.537 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.433 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.006 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.439 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.668 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.332 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.478 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.487 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.038 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.533 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.825 evaluate category: bench 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=1.44s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.210 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.347 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.220 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.041 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.206 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.441 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.217 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.332 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.344 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.088 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.376 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.619 evaluate category: bird Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=6.82s). Accumulating evaluation results... DONE (t=1.43s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.297 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.488 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.314 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.147 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.506 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.665 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.162 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.339 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.400 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.220 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 ] = 0.783 evaluate category: cat Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.42s). Accumulating evaluation results... DONE (t=0.74s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.620 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.846 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.715 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.026 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.473 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 ] = 0.593 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 ] = 0.741 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 ] = 0.616 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.805 evaluate category: dog Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.62s). Accumulating evaluation results... DONE (t=0.88s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.562 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.757 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.635 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.137 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.520 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.690 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.553 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.698 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.701 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.219 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.670 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.824 evaluate category: horse Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.40s). Accumulating evaluation results... DONE (t=0.62s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.551 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.789 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.605 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.231 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.526 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 ] = 0.363 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 ] = 0.654 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.345 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.811 evaluate category: sheep Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.36s). Accumulating evaluation results... DONE (t=0.67s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.407 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.663 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.409 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 ] = 0.527 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.682 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.118 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 ] = 0.524 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 ] = 0.647 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.800 evaluate category: cow Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.75s). Accumulating evaluation results... DONE (t=0.70s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.449 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.694 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.477 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.237 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.537 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.751 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.187 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.500 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.565 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.346 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.657 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.842 evaluate category: elephant Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.47s). Accumulating evaluation results... DONE (t=0.50s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.659 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.890 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.733 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 ] = 0.569 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.790 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.331 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.696 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.747 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.429 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.689 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.859 evaluate category: bear 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=0.46s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.715 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.887 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.809 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.366 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 ] = 0.767 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.589 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.812 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.815 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.500 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.769 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.847 evaluate category: zebra 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=0.51s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.589 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.858 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.639 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 ] = 0.593 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.742 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.275 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.634 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.687 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.359 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.691 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.821 evaluate category: giraffe Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.53s). Accumulating evaluation results... DONE (t=0.49s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.671 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.892 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.748 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.392 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.641 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 ] = 0.400 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 ] = 0.752 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 ] = 0.706 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.837 evaluate category: backpack Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.29s). Accumulating evaluation results... DONE (t=1.24s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.130 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.265 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.106 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.069 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.226 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.254 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.194 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.316 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.325 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.126 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.512 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.612 evaluate category: umbrella Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.20s). Accumulating evaluation results... DONE (t=0.79s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.318 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.551 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.320 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 ] = 0.391 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.546 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.194 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.414 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.448 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.201 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.540 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.714 evaluate category: handbag Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.28s). Accumulating evaluation results... DONE (t=6.82s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.082 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.174 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.066 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.059 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.177 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.161 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 ] = 0.235 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.249 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.102 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.466 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.587 evaluate category: tie Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.42s). Accumulating evaluation results... DONE (t=0.64s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.217 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.385 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.221 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.094 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.356 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.443 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.215 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.326 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.339 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 ] = 0.521 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.656 evaluate category: suitcase Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.68s). Accumulating evaluation results... DONE (t=0.72s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.379 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.610 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.414 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.126 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.389 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 ] = 0.211 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.479 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.547 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.188 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.564 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.729 evaluate category: frisbee 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=0.51s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.453 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.657 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.505 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.353 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.647 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.620 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.477 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.561 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 ] = 0.429 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.753 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.754 evaluate category: skis Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.26s). Accumulating evaluation results... DONE (t=0.46s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.146 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.305 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.127 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.108 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 ] = 0.070 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.147 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.251 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.272 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.177 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.468 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.408 evaluate category: snowboard 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=0.39s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.250 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.444 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.252 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.133 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.395 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.455 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.247 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.372 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.389 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.213 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 ] = 0.673 evaluate category: sports ball Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.00s). Accumulating evaluation results... DONE (t=0.80s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.242 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.416 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.242 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.143 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.626 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.519 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 ] = 0.338 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 ] = 0.256 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.725 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.641 evaluate category: kite Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.42s). Accumulating evaluation results... DONE (t=0.58s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.310 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.544 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.309 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 ] = 0.524 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.412 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.155 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.366 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.434 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 ] = 0.654 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.700 evaluate category: baseball bat Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.48s). Accumulating evaluation results... DONE (t=0.40s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.250 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.549 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.200 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.300 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.294 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.066 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 ] = 0.392 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.395 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.353 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.501 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.385 evaluate category: baseball glove 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=0.42s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.268 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.465 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.279 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.202 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.537 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.361 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.291 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.366 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 ] = 0.267 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.681 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.671 evaluate category: skateboard 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=0.59s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.396 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.687 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.419 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 ] = 0.542 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.540 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.358 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 ] = 0.504 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.322 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.644 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.737 evaluate category: surfboard 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=0.54s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.260 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.476 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.262 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.139 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.333 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.464 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.240 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.365 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.387 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.211 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.475 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.655 evaluate category: tennis racket Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.75s). Accumulating evaluation results... DONE (t=0.39s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.427 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.754 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.415 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.269 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.540 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 ] = 0.401 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.524 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.539 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.329 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 ] = 0.780 evaluate category: bottle Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=7.41s). Accumulating evaluation results... DONE (t=1.62s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.223 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.388 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.229 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.096 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.374 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 ] = 0.154 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 ] = 0.374 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.198 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.593 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.781 evaluate category: wine glass Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.31s). Accumulating evaluation results... DONE (t=0.53s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.254 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.428 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.272 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.059 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.444 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 ] = 0.150 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.329 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.357 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.105 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 ] = 0.758 evaluate category: cup Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.69s). Accumulating evaluation results... DONE (t=1.36s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.302 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.431 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.336 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.057 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.472 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 ] = 0.239 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.422 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.435 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.143 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 ] = 0.852 evaluate category: fork Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.70s). Accumulating evaluation results... DONE (t=0.46s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.192 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.349 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.190 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 ] = 0.377 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.233 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.222 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.348 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.350 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.177 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 ] = 0.628 evaluate category: knife Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.14s). Accumulating evaluation results... DONE (t=0.61s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.102 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.206 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.089 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.073 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.234 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.205 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.143 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.239 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.250 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.136 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.453 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.559 evaluate category: spoon 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=0.52s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.097 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.184 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.086 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.061 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.254 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.141 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 ] = 0.242 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.247 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.111 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.498 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.650 evaluate category: bowl Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.97s). Accumulating evaluation results... DONE (t=1.26s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.333 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.480 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.370 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.078 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.380 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.540 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.272 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.512 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.533 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.192 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.616 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.776 evaluate category: banana Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=9.96s). Accumulating evaluation results... DONE (t=0.57s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.207 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.383 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.200 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.094 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.275 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.383 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.111 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.298 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.382 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.149 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.488 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.613 evaluate category: apple Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.98s). Accumulating evaluation results... DONE (t=0.52s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.225 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.314 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.252 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.038 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.260 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.526 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.136 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.371 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.430 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.114 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 ] = 0.756 evaluate category: sandwich Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.75s). Accumulating evaluation results... DONE (t=0.42s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.371 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.572 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.388 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.042 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.240 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.523 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.321 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.559 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 ] = 0.099 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.492 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.753 evaluate category: orange 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=0.43s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.280 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.390 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.314 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.071 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.379 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.541 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.134 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 ] = 0.474 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.163 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.641 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.779 evaluate category: broccoli Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.76s). Accumulating evaluation results... DONE (t=0.41s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.288 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.514 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.279 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.140 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.282 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.393 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 ] = 0.537 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.278 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.527 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.651 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 ] = 0.163 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.309 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.150 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.130 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.226 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.250 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.092 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.306 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.386 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.230 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.501 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.545 evaluate category: hot dog 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=0.35s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.272 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.403 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.305 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.052 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 ] = 0.507 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.239 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.394 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 ] = 0.073 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.485 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.743 evaluate category: pizza Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.87s). Accumulating evaluation results... DONE (t=0.44s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.540 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.733 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.605 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.123 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 ] = 0.704 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.427 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.657 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 ] = 0.153 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.557 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.826 evaluate category: donut Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.59s). Accumulating evaluation results... DONE (t=0.46s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.501 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.674 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.560 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.159 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.526 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.717 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.164 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.522 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.637 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 ] = 0.668 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.842 evaluate category: cake 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=0.58s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.327 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.492 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.354 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.057 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 ] = 0.511 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.290 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 ] = 0.520 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 ] = 0.476 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.737 evaluate category: chair Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=9.75s). Accumulating evaluation results... DONE (t=1.92s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.240 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.430 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.237 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.091 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 ] = 0.432 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.163 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.362 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.400 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.156 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.512 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.667 evaluate category: couch 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=0.72s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.447 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.669 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.480 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.146 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.250 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.512 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.447 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.646 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 ] = 0.140 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.457 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.712 evaluate category: potted plant Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.34s). Accumulating evaluation results... DONE (t=0.96s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.199 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.370 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.191 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.084 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.261 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.314 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.226 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 ] = 0.393 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.146 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.468 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.640 evaluate category: bed Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.43s). Accumulating evaluation results... DONE (t=0.70s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.489 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.735 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.524 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.158 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.533 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.530 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.666 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.669 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.335 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.717 evaluate category: dining table Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=5.51s). Accumulating evaluation results... DONE (t=1.37s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.318 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.484 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.335 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.021 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.113 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.432 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 ] = 0.519 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.523 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.058 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.296 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.672 evaluate category: toilet Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.04s). Accumulating evaluation results... DONE (t=0.48s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.616 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.830 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.690 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.074 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 ] = 0.689 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.564 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.747 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.764 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.147 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.683 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.835 evaluate category: tv Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.36s). Accumulating evaluation results... DONE (t=0.60s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.554 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.765 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.656 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.141 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.508 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.676 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.513 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.677 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.684 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.239 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 ] = 0.793 evaluate category: laptop Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.11s). Accumulating evaluation results... DONE (t=0.55s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.582 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.768 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.664 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.140 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.500 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.725 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.535 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.690 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.694 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.228 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.632 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.826 evaluate category: mouse 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=6.02s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.424 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.597 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.482 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.270 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.626 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.773 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 ] = 0.539 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.540 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.356 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.752 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.904 evaluate category: remote Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.53s). Accumulating evaluation results... DONE (t=0.62s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.196 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.357 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.185 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.126 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.433 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.534 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 ] = 0.317 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.335 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.216 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.650 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.779 evaluate category: keyboard 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=0.39s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.433 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.657 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.495 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.081 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.445 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 ] = 0.421 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.594 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.598 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.139 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.611 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.755 evaluate category: cell phone Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.94s). Accumulating evaluation results... DONE (t=0.85s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.237 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.374 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.258 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 ] = 0.438 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.607 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.258 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.369 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 ] = 0.150 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.684 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.794 evaluate category: microwave Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.27s). Accumulating evaluation results... DONE (t=0.30s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.544 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.757 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.625 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.167 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.548 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 ] = 0.627 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.706 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.706 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.288 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.701 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.790 evaluate category: oven Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.76s). Accumulating evaluation results... DONE (t=0.43s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.402 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.627 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.416 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.009 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.256 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 ] = 0.439 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 ] = 0.595 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.052 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.457 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.714 evaluate category: toaster Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=1.85s). Accumulating evaluation results... DONE (t=0.18s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.183 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.240 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.212 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.023 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.138 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.546 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.371 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.398 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.398 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.079 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.436 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=3.50s). Accumulating evaluation results... DONE (t=0.61s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.344 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.554 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.361 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 ] = 0.402 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 ] = 0.368 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.511 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.522 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 ] = 0.571 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.742 evaluate category: refrigerator Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=2.75s). Accumulating evaluation results... DONE (t=0.45s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.509 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.721 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.560 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.001 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.254 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.588 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.553 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.648 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.649 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 ] = 0.389 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.730 evaluate category: book Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=9.30s). Accumulating evaluation results... DONE (t=1.26s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.072 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.171 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.052 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.043 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.127 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.251 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.062 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.164 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.229 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 ] = 0.412 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.564 evaluate category: clock Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=4.60s). Accumulating evaluation results... DONE (t=0.90s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.416 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.629 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.462 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.212 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 ] = 0.614 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 ] = 0.530 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 ] = 0.313 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.718 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.768 evaluate category: vase Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.99s). Accumulating evaluation results... DONE (t=0.78s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.358 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.514 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.398 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.086 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.400 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 ] = 0.267 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.482 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 ] = 0.182 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 ] = 0.810 evaluate category: scissors 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=0.36s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.251 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.429 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.258 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 ] = 0.330 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.426 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.275 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 ] = 0.387 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.095 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.491 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.620 evaluate category: teddy bear Running per image evaluation... useSegm (deprecated) is not None. Running bbox evaluation Evaluate annotation type *bbox* DONE (t=3.72s). Accumulating evaluation results... DONE (t=0.63s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.405 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.641 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.428 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.136 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.386 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.549 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.294 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.520 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 ] = 0.185 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.560 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.748 evaluate category: hair drier 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=0.22s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.039 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.112 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.015 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.045 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.075 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.043 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.122 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.185 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.185 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.111 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.246 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.240 evaluate category: toothbrush 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=0.38s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.124 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.275 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.100 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 ] = 0.275 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.170 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.124 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.257 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.290 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.152 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.500 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.470 overall performance Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.353 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.541 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.378 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 ] = 0.399 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.299 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.469 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.495 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.203 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 ] = 0.724 Done (t=577.35s)