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tianzhi0549/FCOS_R_50_1x.txt

Created June 20, 2020 08:26
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FCOS_R_50_1x.txt
Annotation Type: bbox
loading annotations into memory...
Done (t=4.88s)
creating index...
index created!
Loading and preparing results...
DONE (t=30.50s)
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=70.98s).
Accumulating evaluation results...
DONE (t=6.87s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.521
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.794
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.563
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.346
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.594
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 ] = 0.188
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.544
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.628
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.464
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 ] = 0.812
evaluate category: bicycle
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.58s).
Accumulating evaluation results...
DONE (t=0.62s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.303
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.548
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.283
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 ] = 0.363
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 ] = 0.220
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.413
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.463
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.302
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.540
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.700
evaluate category: car
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=14.38s).
Accumulating evaluation results...
DONE (t=2.14s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.402
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.644
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.425
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.303
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 ] = 0.553
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.182
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.507
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.560
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.452
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.709
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.774
evaluate category: motorcycle
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.77s).
Accumulating evaluation results...
DONE (t=0.56s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.378
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.680
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.371
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.189
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.352
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.553
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.235
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.474
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 ] = 0.292
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.527
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.706
evaluate category: airplane
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.47s).
Accumulating evaluation results...
DONE (t=0.41s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.551
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.798
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.605
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.430
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.527
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.673
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 ] = 0.624
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.647
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 ] = 0.640
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.774
evaluate category: bus
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.75s).
Accumulating evaluation results...
DONE (t=0.56s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.647
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.816
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.726
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 ] = 0.495
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.791
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.505
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.749
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.755
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 ] = 0.656
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.870
evaluate category: train
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.59s).
Accumulating evaluation results...
DONE (t=0.54s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.602
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.831
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.668
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.200
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.406
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.660
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.574
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 ] = 0.738
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.478
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.558
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.789
evaluate category: truck
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=10.50s).
Accumulating evaluation results...
DONE (t=0.96s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.338
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.491
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.379
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 ] = 0.324
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 ] = 0.348
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.616
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 ] = 0.472
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.651
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.751
evaluate category: boat
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=6.42s).
Accumulating evaluation results...
DONE (t=0.61s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.244
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.489
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.208
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.195
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.322
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.307
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.126
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.352
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.451
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.353
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.540
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.596
evaluate category: traffic light
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.72s).
Accumulating evaluation results...
DONE (t=0.58s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.298
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.547
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.288
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 ] = 0.466
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.475
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.167
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.423
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.446
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.385
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.637
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.685
evaluate category: fire hydrant
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=0.30s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.597
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.808
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.680
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.318
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.619
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.727
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.657
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.707
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.710
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 ] = 0.704
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.824
evaluate category: stop sign
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.67s).
Accumulating evaluation results...
DONE (t=0.33s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.687
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.780
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.764
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.339
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.709
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.866
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.715
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.790
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.790
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.563
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.809
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.920
evaluate category: parking meter
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.46s).
Accumulating evaluation results...
DONE (t=0.29s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.407
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.573
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.460
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 ] = 0.468
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 ] = 0.372
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 ] = 0.538
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.169
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.574
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.816
evaluate category: bench
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=7.24s).
Accumulating evaluation results...
DONE (t=1.49s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.205
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.333
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.212
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.077
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.194
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.374
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.226
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.386
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.413
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.240
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.430
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.607
evaluate category: bird
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=7.34s).
Accumulating evaluation results...
DONE (t=0.98s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.377
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.586
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 ] = 0.539
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 ] = 0.186
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.435
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 ] = 0.409
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.688
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.762
evaluate category: cat
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.80s).
Accumulating evaluation results...
DONE (t=0.52s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.608
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.833
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.692
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 ] = 0.501
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 ] = 0.598
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.749
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 ] = 0.270
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 ] = 0.801
evaluate category: dog
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.94s).
Accumulating evaluation results...
DONE (t=0.61s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.559
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.763
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.611
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.200
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.564
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 ] = 0.571
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.725
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.725
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.377
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 ] = 0.806
evaluate category: horse
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.94s).
Accumulating evaluation results...
DONE (t=0.50s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.571
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.803
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.637
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.341
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.551
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.691
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 ] = 0.674
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 ] = 0.518
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.677
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.800
evaluate category: sheep
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.80s).
Accumulating evaluation results...
DONE (t=0.45s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.528
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.767
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.579
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.421
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.600
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.693
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.124
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.518
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 ] = 0.545
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 ] = 0.816
evaluate category: cow
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.24s).
Accumulating evaluation results...
DONE (t=0.45s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.542
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.778
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.599
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.417
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.590
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.731
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.188
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.578
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.672
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.549
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 ] = 0.838
evaluate category: elephant
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.66s).
Accumulating evaluation results...
DONE (t=0.41s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.693
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.896
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.774
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.525
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.625
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 ] = 0.331
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.725
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.783
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.632
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.733
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.853
evaluate category: bear
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.30s).
Accumulating evaluation results...
DONE (t=0.23s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.709
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.896
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.782
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.427
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.684
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 ] = 0.588
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.812
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.813
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 ] = 0.785
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.838
evaluate category: zebra
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.79s).
Accumulating evaluation results...
DONE (t=0.29s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.635
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.887
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.681
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.426
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.625
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 ] = 0.289
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.673
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.735
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.561
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 ] = 0.825
evaluate category: giraffe
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.61s).
Accumulating evaluation results...
DONE (t=0.35s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.700
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.907
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.775
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.499
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.683
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.757
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.404
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.763
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.782
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.583
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.747
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.845
evaluate category: backpack
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.55s).
Accumulating evaluation results...
DONE (t=1.11s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.181
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.351
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.157
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.128
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.238
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.258
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 ] = 0.420
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.434
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.304
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.551
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.639
evaluate category: umbrella
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.67s).
Accumulating evaluation results...
DONE (t=0.65s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.368
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.612
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.386
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 ] = 0.422
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.505
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.212
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.491
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.538
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.376
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 ] = 0.725
evaluate category: handbag
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=6.87s).
Accumulating evaluation results...
DONE (t=1.40s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.139
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.263
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.136
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.131
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.197
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.112
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 ] = 0.373
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.395
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.293
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 ] = 0.615
evaluate category: tie
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.97s).
Accumulating evaluation results...
DONE (t=0.62s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.306
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.519
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.329
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.226
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.426
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.389
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.278
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.433
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.458
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 ] = 0.589
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.609
evaluate category: suitcase
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=9.35s).
Accumulating evaluation results...
DONE (t=0.53s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.353
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.564
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.383
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.148
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.370
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 ] = 0.210
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.507
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.587
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.324
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.605
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.713
evaluate category: frisbee
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.40s).
Accumulating evaluation results...
DONE (t=0.28s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.550
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.727
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.646
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.485
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.666
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.609
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.568
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.648
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.648
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.567
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 ] = 0.788
evaluate category: skis
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.00s).
Accumulating evaluation results...
DONE (t=0.48s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.187
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.383
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.163
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.181
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.293
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.016
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 ] = 0.333
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.387
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.316
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.538
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.429
evaluate category: snowboard
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=0.33s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.278
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.456
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.271
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.190
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.439
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.333
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.289
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.476
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.498
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.356
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.649
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.667
evaluate category: sports ball
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.15s).
Accumulating evaluation results...
DONE (t=0.44s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.482
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.674
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.561
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.437
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 ] = 0.448
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.452
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.578
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.586
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.534
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.797
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.806
evaluate category: kite
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.49s).
Accumulating evaluation results...
DONE (t=0.40s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.478
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.697
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.525
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.496
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.519
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.372
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 ] = 0.505
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 ] = 0.589
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 ] = 0.701
evaluate category: baseball bat
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=0.35s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.285
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.566
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.237
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.374
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.251
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.057
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.343
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.503
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.508
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.490
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 ] = 0.440
evaluate category: baseball glove
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.63s).
Accumulating evaluation results...
DONE (t=0.31s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.375
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.601
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.404
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.342
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 ] = 0.228
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.378
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.515
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.520
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 ] = 0.686
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.636
evaluate category: skateboard
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.41s).
Accumulating evaluation results...
DONE (t=0.44s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.444
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.718
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.468
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.371
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.551
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 ] = 0.387
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.570
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.593
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.481
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.686
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.696
evaluate category: surfboard
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.24s).
Accumulating evaluation results...
DONE (t=0.56s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.282
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.515
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.274
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.227
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.318
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.385
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.257
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 ] = 0.491
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.388
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.527
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.687
evaluate category: tennis racket
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=0.33s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.461
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.776
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.503
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.365
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.536
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.498
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.425
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 ] = 0.606
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 ] = 0.671
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.720
evaluate category: bottle
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=8.39s).
Accumulating evaluation results...
DONE (t=1.08s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.363
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.560
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.401
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 ] = 0.469
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.613
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.212
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.498
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 ] = 0.441
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.678
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.805
evaluate category: wine glass
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=0.39s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.385
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.615
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.404
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.265
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.512
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.534
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.191
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.458
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.514
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.362
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.649
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.751
evaluate category: cup
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=6.36s).
Accumulating evaluation results...
DONE (t=1.01s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.406
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.566
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.454
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.212
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.549
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.680
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 ] = 0.566
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.588
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.406
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 ] = 0.855
evaluate category: fork
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.00s).
Accumulating evaluation results...
DONE (t=0.42s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.250
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.416
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.254
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.188
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.412
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.199
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.270
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.446
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 ] = 0.318
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 ] = 0.642
evaluate category: knife
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.72s).
Accumulating evaluation results...
DONE (t=0.59s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.158
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.300
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.149
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.148
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.227
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.229
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.198
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.361
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.382
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.286
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.557
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.612
evaluate category: spoon
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.30s).
Accumulating evaluation results...
DONE (t=0.52s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.133
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.239
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.119
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.119
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.251
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.055
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 ] = 0.345
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 ] = 0.256
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.566
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.556
evaluate category: bowl
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.34s).
Accumulating evaluation results...
DONE (t=0.89s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.377
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.531
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.420
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 ] = 0.418
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.504
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 ] = 0.595
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 ] = 0.399
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 ] = 0.776
evaluate category: banana
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.43s).
Accumulating evaluation results...
DONE (t=0.54s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.235
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.417
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.234
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.116
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.295
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.380
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.118
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.335
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.475
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.265
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 ] = 0.662
evaluate category: apple
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.33s).
Accumulating evaluation results...
DONE (t=0.40s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.253
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.346
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.277
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.080
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.271
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.543
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.155
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.460
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 ] = 0.289
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.644
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.812
evaluate category: sandwich
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.17s).
Accumulating evaluation results...
DONE (t=0.44s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.342
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.506
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.360
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 ] = 0.216
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.474
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 ] = 0.579
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.621
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.205
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.510
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.768
evaluate category: orange
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.21s).
Accumulating evaluation results...
DONE (t=0.31s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.304
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.407
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.338
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.112
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.397
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.494
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 ] = 0.455
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 ] = 0.346
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.701
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.789
evaluate category: broccoli
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.73s).
Accumulating evaluation results...
DONE (t=0.44s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.283
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.489
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.294
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.148
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.297
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.334
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.143
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.453
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.583
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 ] = 0.575
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.698
evaluate category: carrot
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=9.27s).
Accumulating evaluation results...
DONE (t=0.38s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.191
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.337
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.200
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.187
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.236
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.221
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.096
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.377
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.495
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.395
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 ] = 0.597
evaluate category: hot dog
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.70s).
Accumulating evaluation results...
DONE (t=0.31s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.264
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.398
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.267
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.089
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.283
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.452
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 ] = 0.405
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.446
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.148
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 ] = 0.729
evaluate category: pizza
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.22s).
Accumulating evaluation results...
DONE (t=0.36s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.569
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.739
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.624
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 ] = 0.367
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.732
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.453
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.688
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.696
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 ] = 0.581
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.835
evaluate category: donut
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.79s).
Accumulating evaluation results...
DONE (t=0.37s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.534
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.688
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.598
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.275
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.557
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.695
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.171
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.559
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.696
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.411
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.724
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.853
evaluate category: cake
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.61s).
Accumulating evaluation results...
DONE (t=0.52s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.292
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.437
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.324
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.066
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.222
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.452
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.284
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.509
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 ] = 0.283
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 ] = 0.745
evaluate category: chair
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=13.88s).
Accumulating evaluation results...
DONE (t=2.41s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.267
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.442
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.279
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.162
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.338
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 ] = 0.164
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.426
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.496
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 ] = 0.570
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.693
evaluate category: couch
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.11s).
Accumulating evaluation results...
DONE (t=0.77s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.367
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.543
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.395
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.107
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.236
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.411
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 ] = 0.649
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.657
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.260
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.493
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.711
evaluate category: potted plant
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.32s).
Accumulating evaluation results...
DONE (t=0.96s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.243
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.433
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.246
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.168
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.299
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.259
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.246
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 ] = 0.482
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 ] = 0.530
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.654
evaluate category: bed
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.77s).
Accumulating evaluation results...
DONE (t=0.67s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.409
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.634
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.417
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.004
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.129
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.450
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.507
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.668
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.673
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.100
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 ] = 0.711
evaluate category: dining table
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=7.49s).
Accumulating evaluation results...
DONE (t=1.60s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.276
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.433
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.276
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.019
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.091
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.371
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.421
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.558
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 ] = 0.138
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.370
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.703
evaluate category: toilet
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.28s).
Accumulating evaluation results...
DONE (t=0.43s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.578
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.764
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.636
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.155
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.517
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.638
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.536
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.751
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 ] = 0.300
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 ] = 0.832
evaluate category: tv
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.87s).
Accumulating evaluation results...
DONE (t=0.60s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.523
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.728
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.614
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.166
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.488
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.621
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.502
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.672
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.677
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 ] = 0.646
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.774
evaluate category: laptop
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.25s).
Accumulating evaluation results...
DONE (t=0.48s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.566
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.756
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.643
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.271
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.514
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.663
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.533
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 ] = 0.710
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 ] = 0.668
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.805
evaluate category: mouse
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=0.25s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.541
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.729
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.625
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.465
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.649
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.635
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.563
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.696
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.697
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 ] = 0.799
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.885
evaluate category: remote
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=0.53s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.309
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.500
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.314
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.265
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.449
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.542
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.266
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.498
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.515
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.451
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 ] = 0.735
evaluate category: keyboard
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.39s).
Accumulating evaluation results...
DONE (t=0.31s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.458
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.679
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.509
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.208
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.471
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 ] = 0.461
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.620
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.625
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.349
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 ] = 0.724
evaluate category: cell phone
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.01s).
Accumulating evaluation results...
DONE (t=0.69s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.298
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.463
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.322
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.190
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.450
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.527
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.330
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.477
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 ] = 0.343
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 ] = 0.757
evaluate category: microwave
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.02s).
Accumulating evaluation results...
DONE (t=0.23s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.545
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.758
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.628
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.386
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.570
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.541
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.629
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.710
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.710
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.518
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 ] = 0.748
evaluate category: oven
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.15s).
Accumulating evaluation results...
DONE (t=0.45s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.344
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.549
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.354
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.026
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.223
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.438
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 ] = 0.579
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.594
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.076
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.466
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.706
evaluate category: toaster
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=0.15s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.153
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.214
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.184
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 ] = 0.169
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.257
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.443
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.506
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.506
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.350
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 ] = 0.740
evaluate category: sink
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.77s).
Accumulating evaluation results...
DONE (t=0.64s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.339
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.547
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.359
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 ] = 0.411
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.411
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.380
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.559
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.573
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 ] = 0.616
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.725
evaluate category: refrigerator
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=8.52s).
Accumulating evaluation results...
DONE (t=0.37s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.461
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.634
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.519
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.271
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.524
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.541
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.665
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 ] = 0.000
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.435
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.742
evaluate category: book
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=11.63s).
Accumulating evaluation results...
DONE (t=1.38s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.121
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.269
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.092
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.122
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.160
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.154
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.079
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.245
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.368
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.304
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.496
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.610
evaluate category: clock
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.15s).
Accumulating evaluation results...
DONE (t=0.59s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.499
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.734
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.559
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.387
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.618
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 ] = 0.430
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.624
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 ] = 0.516
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 ] = 0.742
evaluate category: vase
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.14s).
Accumulating evaluation results...
DONE (t=0.61s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.384
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.549
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.422
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.191
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.405
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.583
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 ] = 0.570
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.604
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 ] = 0.641
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.789
evaluate category: scissors
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.61s).
Accumulating evaluation results...
DONE (t=0.38s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.245
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.397
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.241
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.105
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.357
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.299
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.315
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.448
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.472
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.233
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.564
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.654
evaluate category: teddy bear
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.42s).
Accumulating evaluation results...
DONE (t=0.39s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.401
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.625
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.424
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.144
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 ] = 0.505
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 ] = 0.542
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.634
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 ] = 0.633
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.747
evaluate category: hair drier
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=0.24s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.014
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.023
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.013
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.010
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.038
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.009
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 ] = 0.263
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.263
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.089
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.438
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.350
evaluate category: toothbrush
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.00s).
Accumulating evaluation results...
DONE (t=0.44s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.121
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 ] = 0.098
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.226
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.096
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.140
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.341
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 ] = 0.284
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.481
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.491
overall performance
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.388
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.579
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.419
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.224
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.415
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.480
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.325
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.540
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.578
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.369
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.620
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.727
Done (t=645.06s)
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