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tianzhi0549/FCOS_RT_MS_R_50_4x.txt

Created June 20, 2020 08:43
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FCOS_RT_MS_R_50_4x.txt
Annotation Type: bbox
loading annotations into memory...
Done (t=3.39s)
creating index...
index created!
Loading and preparing results...
DONE (t=25.47s)
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=40.62s).
Accumulating evaluation results...
DONE (t=5.98s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.517
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.777
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.556
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.308
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.608
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.745
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.191
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.540
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 ] = 0.409
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.707
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.831
evaluate category: bicycle
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.54s).
Accumulating evaluation results...
DONE (t=0.48s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.308
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.550
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.290
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.171
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.378
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 ] = 0.229
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.410
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.455
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.259
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 ] = 0.734
evaluate category: car
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=7.42s).
Accumulating evaluation results...
DONE (t=1.47s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.387
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.622
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.406
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.269
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.571
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.584
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.183
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.484
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 ] = 0.390
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 ] = 0.783
evaluate category: motorcycle
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.69s).
Accumulating evaluation results...
DONE (t=0.37s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.405
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.704
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.407
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.182
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.385
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.601
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.248
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.481
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.535
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.264
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.548
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.724
evaluate category: airplane
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=0.21s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.559
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.804
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.616
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.437
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.541
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.684
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.410
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.632
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.661
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.519
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.659
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.778
evaluate category: bus
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.00s).
Accumulating evaluation results...
DONE (t=0.37s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.667
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.827
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.736
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.156
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.507
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.816
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.509
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 ] = 0.766
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.382
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.669
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.883
evaluate category: train
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.87s).
Accumulating evaluation results...
DONE (t=0.27s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.637
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.862
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.719
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.241
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.359
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.710
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.595
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.735
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.741
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.422
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.520
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.804
evaluate category: truck
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.72s).
Accumulating evaluation results...
DONE (t=0.72s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.353
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.512
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.389
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 ] = 0.342
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 ] = 0.360
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.610
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.631
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.439
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 ] = 0.752
evaluate category: boat
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.89s).
Accumulating evaluation results...
DONE (t=0.49s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.229
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.465
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.209
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.158
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.340
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.326
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 ] = 0.341
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 ] = 0.299
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.549
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.614
evaluate category: traffic light
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=0.51s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.275
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.508
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.275
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.213
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.474
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 ] = 0.161
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 ] = 0.410
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.339
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 ] = 0.688
evaluate category: fire hydrant
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=0.20s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.632
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.821
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.721
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.308
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.641
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.781
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.666
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.718
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.718
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.471
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.707
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.851
evaluate category: stop sign
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.55s).
Accumulating evaluation results...
DONE (t=0.19s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.680
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.777
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.750
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.296
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.691
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.883
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.709
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 ] = 0.774
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.507
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.801
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.924
evaluate category: parking meter
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=0.19s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.396
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.546
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.431
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 ] = 0.419
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.661
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.353
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 ] = 0.533
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 ] = 0.591
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.821
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=1.18s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.235
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.362
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.250
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.082
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 ] = 0.434
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.245
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.400
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.431
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.227
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.463
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.640
evaluate category: bird
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.03s).
Accumulating evaluation results...
DONE (t=4.91s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.367
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.562
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.394
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.248
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 ] = 0.628
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 ] = 0.415
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.503
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.365
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.692
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.771
evaluate category: cat
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=0.34s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.635
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.852
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.713
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.112
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 ] = 0.690
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.602
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 ] = 0.767
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 ] = 0.696
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.809
evaluate category: dog
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=0.45s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.569
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.751
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.633
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.204
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 ] = 0.661
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.577
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.721
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.722
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.334
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.707
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.816
evaluate category: horse
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.35s).
Accumulating evaluation results...
DONE (t=0.29s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.592
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.813
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.649
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.324
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.577
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.729
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.368
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.684
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 ] = 0.486
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.694
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.821
evaluate category: sheep
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.44s).
Accumulating evaluation results...
DONE (t=0.24s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.515
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.753
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.555
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.363
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.610
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.721
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 ] = 0.522
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 ] = 0.490
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.726
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.826
evaluate category: cow
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.91s).
Accumulating evaluation results...
DONE (t=0.29s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.527
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.763
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.572
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.385
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.583
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.758
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.189
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.569
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 ] = 0.498
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 ] = 0.853
evaluate category: elephant
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=0.18s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.697
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.901
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.776
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.465
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.622
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.800
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 ] = 0.722
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.772
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.566
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 ] = 0.855
evaluate category: bear
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.24s).
Accumulating evaluation results...
DONE (t=0.10s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.710
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.883
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.789
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.538
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.643
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 ] = 0.590
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.810
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.812
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.590
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.739
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.847
evaluate category: zebra
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.24s).
Accumulating evaluation results...
DONE (t=0.17s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.660
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.907
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.713
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.390
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.653
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.781
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.292
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.695
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.747
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.523
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.741
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.849
evaluate category: giraffe
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=0.20s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.723
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.918
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.799
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.493
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.708
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.792
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.412
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.780
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.797
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.584
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.764
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.862
evaluate category: backpack
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=0.94s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.171
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.335
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.161
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 ] = 0.249
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.228
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 ] = 0.396
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.409
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.246
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.565
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.626
evaluate category: umbrella
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.60s).
Accumulating evaluation results...
DONE (t=0.45s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.365
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.600
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.376
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.230
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.419
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 ] = 0.217
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 ] = 0.527
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.337
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 ] = 0.738
evaluate category: handbag
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.69s).
Accumulating evaluation results...
DONE (t=1.07s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.134
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.245
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.131
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.118
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.215
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.149
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 ] = 0.341
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.365
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.229
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.574
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.625
evaluate category: tie
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.20s).
Accumulating evaluation results...
DONE (t=0.39s).
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 ] = 0.348
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.204
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.454
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.499
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.280
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.416
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.438
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.283
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.597
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.647
evaluate category: suitcase
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=0.36s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.398
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.608
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.419
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.136
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.428
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.521
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 ] = 0.516
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 ] = 0.284
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 ] = 0.729
evaluate category: frisbee
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 ] = 0.554
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.749
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.641
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.488
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.677
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.628
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.555
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.643
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.648
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 ] = 0.782
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.827
evaluate category: skis
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.35s).
Accumulating evaluation results...
DONE (t=0.31s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.214
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.415
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.195
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.203
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.350
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.041
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.186
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.345
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.394
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.309
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.572
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.504
evaluate category: snowboard
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.76s).
Accumulating evaluation results...
DONE (t=0.21s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.334
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.521
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.364
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.214
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.504
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.488
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 ] = 0.486
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.510
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 ] = 0.679
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.723
evaluate category: sports ball
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.03s).
Accumulating evaluation results...
DONE (t=0.34s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.427
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.604
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.488
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.370
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 ] = 0.464
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.414
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.521
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.527
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.465
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.784
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.724
evaluate category: kite
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=0.19s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.463
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.673
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.509
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.473
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.555
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.370
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 ] = 0.496
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.593
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.548
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 ] = 0.708
evaluate category: baseball bat
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.52s).
Accumulating evaluation results...
DONE (t=0.19s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.328
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.618
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.320
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.414
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.293
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.060
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.373
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.505
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.516
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.493
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 ] = 0.485
evaluate category: baseball glove
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=0.19s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.370
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.601
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.400
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.329
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 ] = 0.291
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.372
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.480
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.483
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.412
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 ] = 0.621
evaluate category: skateboard
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=0.21s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.472
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.751
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.496
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.361
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.595
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.529
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.405
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.566
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.585
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.445
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 ] = 0.735
evaluate category: surfboard
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=0.33s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.318
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.544
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.324
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 ] = 0.376
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 ] = 0.281
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 ] = 0.486
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 ] = 0.559
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.692
evaluate category: tennis racket
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=0.20s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.483
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.792
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.527
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.367
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.568
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.558
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.441
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 ] = 0.612
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.452
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.697
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.771
evaluate category: bottle
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=8.91s).
Accumulating evaluation results...
DONE (t=0.87s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.347
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.539
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.378
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.248
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.469
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.645
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.207
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.476
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 ] = 0.394
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 ] = 0.816
evaluate category: wine glass
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.03s).
Accumulating evaluation results...
DONE (t=0.22s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.383
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.604
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.403
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.242
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.531
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.582
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.195
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 ] = 0.500
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.320
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.663
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.769
evaluate category: cup
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.39s).
Accumulating evaluation results...
DONE (t=0.76s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.391
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.545
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.431
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.179
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 ] = 0.711
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.288
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.540
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 ] = 0.351
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 ] = 0.865
evaluate category: fork
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=0.28s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.277
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.442
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.299
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.199
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.472
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.354
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 ] = 0.452
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.457
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.293
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.669
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.719
evaluate category: knife
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.12s).
Accumulating evaluation results...
DONE (t=0.41s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.157
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.281
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.152
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.125
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.276
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.273
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 ] = 0.345
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.360
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.243
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 ] = 0.637
evaluate category: spoon
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.98s).
Accumulating evaluation results...
DONE (t=0.38s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.155
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.258
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.156
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 ] = 0.321
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.126
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.186
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.354
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.373
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.252
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.612
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.594
evaluate category: bowl
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=0.72s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.375
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.522
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.416
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.160
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.427
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.528
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.302
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.574
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.600
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.347
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.664
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=3.07s).
Accumulating evaluation results...
DONE (t=0.31s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.246
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.416
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.247
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.110
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.314
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.433
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.120
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.342
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.462
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.209
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.584
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.697
evaluate category: apple
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=0.27s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.255
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.345
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.276
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.063
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.268
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.585
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 ] = 0.434
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.505
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.223
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 ] = 0.820
evaluate category: sandwich
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=0.24s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.369
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.540
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.392
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.073
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 ] = 0.507
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.323
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.583
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.617
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 ] = 0.499
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.771
evaluate category: orange
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.00s).
Accumulating evaluation results...
DONE (t=0.21s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.316
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.418
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.348
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.115
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 ] = 0.554
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 ] = 0.440
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.558
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.305
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 ] = 0.812
evaluate category: broccoli
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=0.26s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.288
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.500
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.290
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.149
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.303
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.357
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 ] = 0.452
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.587
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.315
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.585
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.691
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=0.27s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.199
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.336
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.200
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.177
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.263
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.220
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.102
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.376
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.494
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 ] = 0.599
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.564
evaluate category: hot dog
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=0.16s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.288
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.425
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.308
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.099
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.334
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.494
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 ] = 0.420
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.466
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.150
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.550
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.732
evaluate category: pizza
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.75s).
Accumulating evaluation results...
DONE (t=0.21s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.584
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.752
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.641
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.210
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.413
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.739
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.449
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.701
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 ] = 0.263
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.614
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.852
evaluate category: donut
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.12s).
Accumulating evaluation results...
DONE (t=0.18s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.548
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.705
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.612
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.271
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.587
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.710
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.170
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.567
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.692
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.384
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.727
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.858
evaluate category: cake
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=0.27s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.321
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.469
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.348
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.064
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.245
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.495
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.286
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 ] = 0.548
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.227
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 ] = 0.736
evaluate category: chair
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=7.10s).
Accumulating evaluation results...
DONE (t=1.54s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.291
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.477
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.302
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.169
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 ] = 0.407
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.177
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.436
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.503
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.305
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.599
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.703
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=0.48s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.417
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.607
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.445
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.045
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.286
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.463
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 ] = 0.669
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.682
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 ] = 0.562
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.727
evaluate category: potted plant
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.60s).
Accumulating evaluation results...
DONE (t=0.61s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.247
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.446
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.252
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.156
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.301
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.322
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.252
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.442
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.468
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 ] = 0.525
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.669
evaluate category: bed
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.83s).
Accumulating evaluation results...
DONE (t=0.33s).
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 ] = 0.462
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.002
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.167
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.488
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.504
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.664
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.671
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.057
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.424
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.709
evaluate category: dining table
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=0.98s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.294
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.469
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.302
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 ] = 0.143
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 ] = 0.409
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.555
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.568
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 ] = 0.421
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.687
evaluate category: toilet
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.57s).
Accumulating evaluation results...
DONE (t=0.20s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.613
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.813
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.668
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 ] = 0.556
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 ] = 0.570
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.766
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 ] = 0.288
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 ] = 0.837
evaluate category: tv
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.84s).
Accumulating evaluation results...
DONE (t=0.31s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.556
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.764
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.649
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.220
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.507
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.662
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.509
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.692
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.698
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.348
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.666
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.795
evaluate category: laptop
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.66s).
Accumulating evaluation results...
DONE (t=0.26s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.610
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.780
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.690
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.257
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.576
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.704
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.559
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.728
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.734
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.370
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.710
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.819
evaluate category: mouse
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 ] = 0.543
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.733
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.626
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.450
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.654
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 ] = 0.556
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.681
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.681
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.576
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.794
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.930
evaluate category: remote
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=0.34s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.300
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.485
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.306
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.251
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.481
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.559
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.249
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.484
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.501
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.421
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.731
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.755
evaluate category: keyboard
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=0.18s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.500
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.707
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.561
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 ] = 0.508
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 ] = 0.474
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.643
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.651
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.325
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.659
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.764
evaluate category: cell phone
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.13s).
Accumulating evaluation results...
DONE (t=0.46s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.298
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.454
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.321
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 ] = 0.481
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.573
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.322
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 ] = 0.466
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.293
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.710
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.786
evaluate category: microwave
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.23s).
Accumulating evaluation results...
DONE (t=0.12s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.582
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.788
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.661
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.465
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 ] = 0.610
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.640
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.716
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 ] = 0.547
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 ] = 0.754
evaluate category: oven
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.56s).
Accumulating evaluation results...
DONE (t=0.23s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.373
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.581
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.402
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 ] = 0.280
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 ] = 0.441
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.613
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.619
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 ] = 0.511
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.716
evaluate category: toaster
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.09s).
Accumulating evaluation results...
DONE (t=0.08s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.198
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.267
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.234
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.147
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.134
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 ] = 0.498
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.555
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.555
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.386
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.572
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=1.97s).
Accumulating evaluation results...
DONE (t=0.33s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.364
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.593
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.370
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.155
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.419
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.472
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.392
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.563
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 ] = 0.317
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 ] = 0.719
evaluate category: refrigerator
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.40s).
Accumulating evaluation results...
DONE (t=0.20s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.539
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.722
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.599
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 ] = 0.330
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.606
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.588
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 ] = 0.699
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 ] = 0.492
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.768
evaluate category: book
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=6.16s).
Accumulating evaluation results...
DONE (t=0.82s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.112
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.259
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.082
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 ] = 0.159
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.181
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.076
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.225
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.329
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.252
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 ] = 0.609
evaluate category: clock
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=0.41s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.488
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.729
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.548
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.361
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.598
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.585
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.418
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.599
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.617
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.477
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 ] = 0.740
evaluate category: vase
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.12s).
Accumulating evaluation results...
DONE (t=0.37s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.401
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.570
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.434
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.171
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.428
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.639
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.316
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.564
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.602
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 ] = 0.648
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.819
evaluate category: scissors
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.38s).
Accumulating evaluation results...
DONE (t=0.18s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.263
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.422
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.275
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.097
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.334
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.396
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 ] = 0.415
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.455
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 ] = 0.558
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.665
evaluate category: teddy bear
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.00s).
Accumulating evaluation results...
DONE (t=0.24s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.411
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.630
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.427
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.135
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 ] = 0.531
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.304
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 ] = 0.639
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.295
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.629
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=1.14s).
Accumulating evaluation results...
DONE (t=0.11s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.045
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.077
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.045
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 ] = 0.170
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.035
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.139
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.307
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.307
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.178
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.331
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.510
evaluate category: toothbrush
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.56s).
Accumulating evaluation results...
DONE (t=0.21s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.178
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.348
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.164
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.120
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.351
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.222
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.166
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 ] = 0.380
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.254
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.569
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.552
overall performance
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.402
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.591
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.435
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.218
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.438
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 ] = 0.330
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.538
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.574
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 ] = 0.633
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.744
Done (t=363.51s)
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