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tianzhi0549/FCOS_MS_X_101_32x8d_2x.txt

Created June 20, 2020 08:34
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FCOS_MS_X_101_32x8d_2x.txt
Annotation Type: bbox
loading annotations into memory...
Done (t=3.14s)
creating index...
index created!
Loading and preparing results...
DONE (t=17.27s)
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=39.50s).
Accumulating evaluation results...
DONE (t=4.42s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.567
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.829
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.616
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.394
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 ] = 0.747
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.196
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.581
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.666
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.509
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.734
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.841
evaluate category: bicycle
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=0.34s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.345
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.608
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.337
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.223
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 ] = 0.548
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.241
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.446
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.491
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 ] = 0.562
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.721
evaluate category: car
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=7.25s).
Accumulating evaluation results...
DONE (t=1.31s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.456
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.702
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.491
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.356
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.606
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.617
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 ] = 0.553
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 ] = 0.503
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 ] = 0.804
evaluate category: motorcycle
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=0.34s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.436
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.733
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.441
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.232
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.411
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 ] = 0.265
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 ] = 0.577
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.350
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.567
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.758
evaluate category: airplane
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.74s).
Accumulating evaluation results...
DONE (t=0.22s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.615
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.843
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.683
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 ] = 0.608
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.728
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.433
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.690
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.712
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.578
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.708
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.824
evaluate category: bus
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.39s).
Accumulating evaluation results...
DONE (t=0.28s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.697
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.859
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.769
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.249
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.569
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.828
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.519
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.777
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.781
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.432
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 ] = 0.890
evaluate category: train
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.74s).
Accumulating evaluation results...
DONE (t=0.27s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.657
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.860
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.744
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.231
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.436
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.720
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.621
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.764
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.770
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.400
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.578
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.827
evaluate category: truck
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.62s).
Accumulating evaluation results...
DONE (t=0.51s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.397
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.566
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.433
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.206
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.387
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.547
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 ] = 0.644
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 ] = 0.532
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 ] = 0.773
evaluate category: boat
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.60s).
Accumulating evaluation results...
DONE (t=0.42s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.284
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.542
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.261
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.223
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.370
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.341
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.138
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.382
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 ] = 0.376
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.555
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.635
evaluate category: traffic light
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.79s).
Accumulating evaluation results...
DONE (t=0.40s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.332
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.591
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.338
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.280
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 ] = 0.507
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.175
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.455
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 ] = 0.420
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 ] = 0.712
evaluate category: fire hydrant
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.48s).
Accumulating evaluation results...
DONE (t=0.16s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.667
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.865
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.752
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.446
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 ] = 0.782
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.706
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.761
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.762
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.578
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 ] = 0.870
evaluate category: stop sign
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.47s).
Accumulating evaluation results...
DONE (t=0.15s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.721
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.810
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.786
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.397
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.722
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.890
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.744
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.816
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.817
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.639
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.808
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.936
evaluate category: parking meter
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.48s).
Accumulating evaluation results...
DONE (t=0.17s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.446
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.601
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.534
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.121
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 ] = 0.671
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.390
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.573
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.582
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.269
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 ] = 0.839
evaluate category: bench
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.51s).
Accumulating evaluation results...
DONE (t=0.86s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.250
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.389
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.261
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 ] = 0.242
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.434
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.262
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.438
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.464
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.297
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 ] = 0.667
evaluate category: bird
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 ] = 0.438
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.658
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.468
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.328
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 ] = 0.642
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.200
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.464
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.562
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 ] = 0.704
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.789
evaluate category: cat
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.91s).
Accumulating evaluation results...
DONE (t=0.35s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.665
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.861
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.748
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.203
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 ] = 0.722
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.634
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.778
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.783
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.303
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.698
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.829
evaluate category: dog
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.10s).
Accumulating evaluation results...
DONE (t=0.38s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.635
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.822
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.701
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.282
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.650
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.705
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.619
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.764
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.766
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.459
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.763
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.834
evaluate category: horse
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.04s).
Accumulating evaluation results...
DONE (t=0.28s).
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 ] = 0.714
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.407
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 ] = 0.747
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.383
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.719
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 ] = 0.552
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.735
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.843
evaluate category: sheep
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.23s).
Accumulating evaluation results...
DONE (t=0.26s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.582
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.819
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.633
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.468
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.656
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 ] = 0.127
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.549
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.693
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 ] = 0.838
evaluate category: cow
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.88s).
Accumulating evaluation results...
DONE (t=0.24s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.597
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.837
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.652
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.480
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 ] = 0.778
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.193
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.612
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.704
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.592
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 ] = 0.865
evaluate category: elephant
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.90s).
Accumulating evaluation results...
DONE (t=0.19s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.737
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.923
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.819
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.599
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.665
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 ] = 0.342
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.758
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.809
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.686
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.747
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.881
evaluate category: bear
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.22s).
Accumulating evaluation results...
DONE (t=0.14s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.764
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.911
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.835
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.521
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.716
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.796
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.626
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.839
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.839
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.620
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.773
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.872
evaluate category: zebra
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=0.17s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.682
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.915
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.746
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 ] = 0.679
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.779
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.293
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.715
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.767
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.589
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 ] = 0.858
evaluate category: giraffe
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.83s).
Accumulating evaluation results...
DONE (t=0.20s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.740
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.926
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.823
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.539
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.724
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.796
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.419
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 ] = 0.811
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.605
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.779
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.874
evaluate category: backpack
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=6.70s).
Accumulating evaluation results...
DONE (t=0.65s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.216
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.412
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.195
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.175
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.274
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.230
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.263
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.452
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.464
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.351
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.563
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.653
evaluate category: umbrella
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.29s).
Accumulating evaluation results...
DONE (t=0.33s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.412
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.665
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.427
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.310
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.458
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.531
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.227
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.521
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.568
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.433
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 ] = 0.731
evaluate category: handbag
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.18s).
Accumulating evaluation results...
DONE (t=0.78s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.208
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.366
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.214
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.196
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.265
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.189
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 ] = 0.419
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.437
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.355
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.553
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.657
evaluate category: tie
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=0.36s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.377
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.592
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.419
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.283
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.494
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.481
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.320
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.487
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.509
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 ] = 0.628
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.689
evaluate category: suitcase
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=0.36s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.405
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.619
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.437
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.185
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.425
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.508
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.225
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 ] = 0.615
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 ] = 0.630
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.741
evaluate category: frisbee
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.46s).
Accumulating evaluation results...
DONE (t=0.15s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.588
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.770
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.701
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.537
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.680
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.654
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.587
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 ] = 0.679
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.608
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 ] = 0.835
evaluate category: skis
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.19s).
Accumulating evaluation results...
DONE (t=0.25s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.237
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.459
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.207
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.240
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.343
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.031
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 ] = 0.391
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.437
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.370
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.576
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.525
evaluate category: snowboard
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.45s).
Accumulating evaluation results...
DONE (t=0.18s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.368
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.565
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.392
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 ] = 0.516
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.482
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.340
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.534
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.549
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 ] = 0.691
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.748
evaluate category: sports ball
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.72s).
Accumulating evaluation results...
DONE (t=0.24s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.519
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.712
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.594
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.477
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.698
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.492
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.471
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 ] = 0.613
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.572
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.785
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.735
evaluate category: kite
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.32s).
Accumulating evaluation results...
DONE (t=0.18s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.518
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.738
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.574
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.533
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.567
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 ] = 0.174
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.532
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 ] = 0.617
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.698
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.740
evaluate category: baseball bat
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.50s).
Accumulating evaluation results...
DONE (t=0.17s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.356
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.675
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.325
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.436
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.307
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.092
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 ] = 0.549
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.559
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.540
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 ] = 0.570
evaluate category: baseball glove
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.53s).
Accumulating evaluation results...
DONE (t=0.15s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.439
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.690
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.483
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.402
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 ] = 0.511
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.411
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.543
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.545
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.495
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.693
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.679
evaluate category: skateboard
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=0.24s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.538
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.797
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.598
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 ] = 0.648
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.556
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.438
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.637
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 ] = 0.535
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 ] = 0.796
evaluate category: surfboard
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.15s).
Accumulating evaluation results...
DONE (t=0.27s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.354
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.614
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.348
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.275
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.410
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 ] = 0.303
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.494
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.528
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.427
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 ] = 0.715
evaluate category: tennis racket
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.70s).
Accumulating evaluation results...
DONE (t=0.17s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.522
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.827
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.564
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 ] = 0.591
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 ] = 0.477
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.629
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 ] = 0.528
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.714
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.762
evaluate category: bottle
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.43s).
Accumulating evaluation results...
DONE (t=0.72s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.407
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.612
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.455
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.313
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.510
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.651
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.227
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 ] = 0.497
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.700
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.828
evaluate category: wine glass
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.04s).
Accumulating evaluation results...
DONE (t=0.24s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.444
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.673
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.488
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.328
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.573
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.567
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.210
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 ] = 0.562
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.414
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.692
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.800
evaluate category: cup
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 ] = 0.467
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.628
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.521
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.285
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.603
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.722
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.317
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 ] = 0.627
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.460
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.756
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.875
evaluate category: fork
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.91s).
Accumulating evaluation results...
DONE (t=0.28s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.356
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.552
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.388
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.268
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.535
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.318
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.356
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.521
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.525
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.379
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.713
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.772
evaluate category: knife
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.32s).
Accumulating evaluation results...
DONE (t=0.41s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.236
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.405
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.231
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.206
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 ] = 0.368
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.236
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.423
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 ] = 0.347
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.612
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.681
evaluate category: spoon
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.73s).
Accumulating evaluation results...
DONE (t=0.34s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.208
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.338
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.217
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.175
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.354
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.137
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.223
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.409
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.437
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 ] = 0.621
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.567
evaluate category: bowl
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=0.61s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.419
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.573
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.461
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.246
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.452
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.556
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.328
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.618
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.644
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.447
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.675
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.805
evaluate category: banana
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=0.30s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.259
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.436
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.254
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 ] = 0.306
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.424
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.127
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.349
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.480
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.301
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.547
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.691
evaluate category: apple
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.82s).
Accumulating evaluation results...
DONE (t=0.22s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.273
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.373
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.296
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.090
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.279
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.586
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 ] = 0.466
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 ] = 0.319
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.622
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.827
evaluate category: sandwich
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.78s).
Accumulating evaluation results...
DONE (t=0.26s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.371
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.545
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.395
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.132
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 ] = 0.493
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 ] = 0.594
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.627
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.301
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.482
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.781
evaluate category: orange
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.21s).
Accumulating evaluation results...
DONE (t=0.21s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.330
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.442
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.361
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.130
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.418
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.551
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.153
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.475
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 ] = 0.375
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.712
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.816
evaluate category: broccoli
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=0.29s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.290
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.497
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.295
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.151
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.305
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.341
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.145
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.453
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.584
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 ] = 0.580
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.685
evaluate category: carrot
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=0.25s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.206
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.353
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.209
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.196
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.247
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.210
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.105
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 ] = 0.520
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.423
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.594
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.606
evaluate category: hot dog
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.44s).
Accumulating evaluation results...
DONE (t=0.17s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.314
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.455
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.329
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.140
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.344
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.506
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.256
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.455
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 ] = 0.211
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.539
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.750
evaluate category: pizza
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=0.29s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.603
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.763
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.656
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.250
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.440
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.750
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.462
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.714
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.726
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.355
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 ] = 0.858
evaluate category: donut
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.26s).
Accumulating evaluation results...
DONE (t=0.22s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.567
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.722
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.635
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.319
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 ] = 0.712
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 ] = 0.573
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 ] = 0.472
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.741
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.854
evaluate category: cake
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.93s).
Accumulating evaluation results...
DONE (t=0.30s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.336
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.479
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.369
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.107
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.249
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.508
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.308
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.528
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.569
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.289
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 ] = 0.756
evaluate category: chair
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=6.32s).
Accumulating evaluation results...
DONE (t=1.23s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.316
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.504
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.326
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 ] = 0.396
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.407
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.181
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.455
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.517
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.354
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.590
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.702
evaluate category: couch
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.14s).
Accumulating evaluation results...
DONE (t=0.49s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.426
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.615
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.445
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.086
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.287
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.472
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.432
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.678
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 ] = 0.180
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.563
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.736
evaluate category: potted plant
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.29s).
Accumulating evaluation results...
DONE (t=0.46s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.278
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.481
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.282
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.193
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 ] = 0.305
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.265
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.454
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.482
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.326
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.533
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.634
evaluate category: bed
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.92s).
Accumulating evaluation results...
DONE (t=0.48s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.471
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.709
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.498
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.052
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 ] = 0.514
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.523
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.686
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.697
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 ] = 0.415
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.738
evaluate category: dining table
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.98s).
Accumulating evaluation results...
DONE (t=1.19s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.307
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.476
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.319
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.051
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.123
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.405
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.438
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.585
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 ] = 0.180
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.409
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.727
evaluate category: toilet
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.65s).
Accumulating evaluation results...
DONE (t=4.09s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.606
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.783
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.649
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.178
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.563
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.657
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.557
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.774
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.787
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 ] = 0.722
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.844
evaluate category: tv
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=0.30s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.566
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.771
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.677
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.244
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.529
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.659
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.527
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.697
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.707
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.404
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.673
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.797
evaluate category: laptop
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.64s).
Accumulating evaluation results...
DONE (t=0.26s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.643
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.814
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.730
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.375
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.602
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.726
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.579
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.753
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.756
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.506
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.703
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.840
evaluate category: mouse
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.27s).
Accumulating evaluation results...
DONE (t=0.15s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.605
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.794
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.707
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.529
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.703
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.737
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.609
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 ] = 0.713
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.624
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.813
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=1.87s).
Accumulating evaluation results...
DONE (t=0.31s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.384
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.595
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.415
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.327
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.560
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.575
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.296
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.560
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.574
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.510
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 ] = 0.782
evaluate category: keyboard
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.47s).
Accumulating evaluation results...
DONE (t=0.20s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.518
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.724
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.586
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.235
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.525
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 ] = 0.497
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.654
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.658
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.360
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.662
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.766
evaluate category: cell phone
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=0.40s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.345
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.528
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.365
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.240
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.485
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.592
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.367
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.512
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 ] = 0.383
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.720
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.792
evaluate category: microwave
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.32s).
Accumulating evaluation results...
DONE (t=0.14s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.624
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.809
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.722
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.457
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.631
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.657
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.683
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 ] = 0.738
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.612
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.719
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=1.68s).
Accumulating evaluation results...
DONE (t=0.30s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.394
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.588
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.422
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.036
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.272
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.491
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.448
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.626
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.638
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.167
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 ] = 0.745
evaluate category: toaster
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.03s).
Accumulating evaluation results...
DONE (t=0.07s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.306
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.421
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.354
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.313
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.289
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.497
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.518
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.531
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.531
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.357
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 ] = 0.670
evaluate category: sink
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=0.37s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.371
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.604
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.385
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.180
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.436
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.449
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.413
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.584
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 ] = 0.361
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 ] = 0.732
evaluate category: refrigerator
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.69s).
Accumulating evaluation results...
DONE (t=0.27s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.533
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.716
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.570
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.348
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.594
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 ] = 0.704
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 ] = 0.000
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.516
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.769
evaluate category: book
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=6.63s).
Accumulating evaluation results...
DONE (t=0.75s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.147
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.314
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.117
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.138
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.196
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.207
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.085
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 ] = 0.392
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 ] = 0.500
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.642
evaluate category: clock
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.09s).
Accumulating evaluation results...
DONE (t=0.32s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.517
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.754
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.587
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.414
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 ] = 0.550
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.438
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 ] = 0.641
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.531
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 ] = 0.731
evaluate category: vase
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.29s).
Accumulating evaluation results...
DONE (t=0.39s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.444
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.618
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.512
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.266
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 ] = 0.636
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.339
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 ] = 0.637
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.470
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 ] = 0.793
evaluate category: scissors
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.48s).
Accumulating evaluation results...
DONE (t=0.18s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.317
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.487
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.341
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.153
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 ] = 0.382
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.362
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.483
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.504
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.275
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.582
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.692
evaluate category: teddy bear
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=0.23s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.442
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.673
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.455
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 ] = 0.435
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.536
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.311
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.563
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.645
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.342
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.627
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.758
evaluate category: hair drier
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.05s).
Accumulating evaluation results...
DONE (t=0.09s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.065
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.137
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.043
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.049
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.133
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.091
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 ] = 0.349
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.378
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 ] = 0.454
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.570
evaluate category: toothbrush
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.47s).
Accumulating evaluation results...
DONE (t=0.20s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.200
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.387
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.171
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.161
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 ] = 0.205
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 ] = 0.396
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.429
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.330
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.575
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.570
overall performance
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.441
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.637
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.479
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.274
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 ] = 0.537
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.352
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.575
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.612
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.414
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.646
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.760
Done (t=340.75s)
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