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tianzhi0549/FCOS_MS_R_101_2x.txt

Created June 20, 2020 08:31
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FCOS_MS_R_101_2x.txt
Annotation Type: bbox
loading annotations into memory...
Done (t=3.38s)
creating index...
index created!
Loading and preparing results...
DONE (t=23.02s)
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=47.15s).
Accumulating evaluation results...
DONE (t=4.81s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.559
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.822
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.609
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.378
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.635
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.748
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 ] = 0.574
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.658
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.495
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 ] = 0.838
evaluate category: bicycle
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.78s).
Accumulating evaluation results...
DONE (t=0.42s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.352
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.608
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.341
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.229
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 ] = 0.546
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.244
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.452
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 ] = 0.340
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 ] = 0.729
evaluate category: car
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=8.46s).
Accumulating evaluation results...
DONE (t=1.38s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.441
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.683
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.469
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.337
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 ] = 0.604
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.192
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 ] = 0.590
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 ] = 0.743
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.800
evaluate category: motorcycle
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.05s).
Accumulating evaluation results...
DONE (t=0.39s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.420
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.721
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.429
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 ] = 0.395
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 ] = 0.250
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.511
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.563
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 ] = 0.564
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.741
evaluate category: airplane
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=0.27s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.607
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.849
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.674
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.500
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.591
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.717
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 ] = 0.680
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.702
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 ] = 0.686
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.812
evaluate category: bus
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.16s).
Accumulating evaluation results...
DONE (t=0.37s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.692
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.851
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.763
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.244
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 ] = 0.824
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.516
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 ] = 0.786
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.437
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 ] = 0.892
evaluate category: train
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.22s).
Accumulating evaluation results...
DONE (t=0.40s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.647
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.862
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.726
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.226
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 ] = 0.711
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.608
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 ] = 0.773
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 ] = 0.591
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.826
evaluate category: truck
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.01s).
Accumulating evaluation results...
DONE (t=0.69s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.388
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.549
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.429
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.201
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.386
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.529
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.379
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 ] = 0.670
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.509
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.684
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.781
evaluate category: boat
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.31s).
Accumulating evaluation results...
DONE (t=0.54s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.270
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.522
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.243
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.206
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.362
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.335
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.134
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.379
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 ] = 0.372
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 ] = 0.635
evaluate category: traffic light
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=0.47s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.325
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.582
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.329
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.270
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.506
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.515
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 ] = 0.450
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.476
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.413
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.671
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.722
evaluate category: fire hydrant
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.54s).
Accumulating evaluation results...
DONE (t=0.22s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.648
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.835
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.731
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.381
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.670
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.772
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.698
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.748
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.749
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 ] = 0.749
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.860
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=0.21s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.703
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.803
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.769
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.369
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.711
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.880
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.719
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.812
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 ] = 0.625
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.806
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.938
evaluate category: parking meter
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.42s).
Accumulating evaluation results...
DONE (t=0.19s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.417
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.562
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.468
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.089
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 ] = 0.652
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.381
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.550
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 ] = 0.202
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 ] = 0.812
evaluate category: bench
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.99s).
Accumulating evaluation results...
DONE (t=1.16s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.245
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.381
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.254
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.101
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.233
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 ] = 0.257
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.432
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.462
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 ] = 0.476
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.664
evaluate category: bird
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=8.47s).
Accumulating evaluation results...
DONE (t=0.63s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.420
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.635
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.456
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.312
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.588
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.619
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.197
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.463
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.561
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.453
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.710
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.769
evaluate category: cat
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.22s).
Accumulating evaluation results...
DONE (t=0.37s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.656
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.857
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.735
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.180
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.530
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.713
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.623
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.782
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 ] = 0.382
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 ] = 0.833
evaluate category: dog
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=0.43s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.624
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.815
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.698
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 ] = 0.640
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.694
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.606
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 ] = 0.768
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.462
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.767
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.835
evaluate category: horse
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.47s).
Accumulating evaluation results...
DONE (t=0.35s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.620
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.845
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.690
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.394
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 ] = 0.741
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.375
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.714
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.740
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.565
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 ] = 0.843
evaluate category: sheep
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.68s).
Accumulating evaluation results...
DONE (t=0.25s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.568
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.800
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.626
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.444
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.646
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.734
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.131
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.549
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.686
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 ] = 0.753
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.841
evaluate category: cow
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=0.29s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.581
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.816
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.633
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.458
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.623
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.773
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.195
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.604
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.703
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.582
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.746
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.866
evaluate category: elephant
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.38s).
Accumulating evaluation results...
DONE (t=0.27s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.733
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.920
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.819
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.592
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.657
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.817
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.343
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.756
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 ] = 0.689
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.760
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.878
evaluate category: bear
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.45s).
Accumulating evaluation results...
DONE (t=0.17s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.747
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.896
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.820
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.445
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 ] = 0.788
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.617
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.838
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.843
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.570
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.792
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.875
evaluate category: zebra
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=0.19s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.670
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.906
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.741
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.435
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.662
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.775
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 ] = 0.710
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.764
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.583
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.750
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.855
evaluate category: giraffe
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=0.22s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.743
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.924
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.825
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.533
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.739
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.797
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.420
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.801
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 ] = 0.593
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.787
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.873
evaluate category: backpack
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.23s).
Accumulating evaluation results...
DONE (t=0.81s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.212
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.407
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.197
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 ] = 0.272
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.264
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.269
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 ] = 0.469
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 ] = 0.580
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.638
evaluate category: umbrella
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.77s).
Accumulating evaluation results...
DONE (t=0.40s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.406
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.651
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.424
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.285
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.457
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 ] = 0.226
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 ] = 0.568
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.413
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.620
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.746
evaluate category: handbag
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.92s).
Accumulating evaluation results...
DONE (t=0.95s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.180
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.320
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.187
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 ] = 0.247
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.162
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.216
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.406
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 ] = 0.336
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 ] = 0.617
evaluate category: tie
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.36s).
Accumulating evaluation results...
DONE (t=0.39s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.363
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.572
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.402
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.266
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.489
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.485
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.314
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 ] = 0.503
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 ] = 0.637
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.670
evaluate category: suitcase
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.73s).
Accumulating evaluation results...
DONE (t=0.42s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.403
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.612
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.450
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.194
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 ] = 0.508
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.232
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.549
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.626
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.358
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 ] = 0.755
evaluate category: frisbee
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.51s).
Accumulating evaluation results...
DONE (t=0.19s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.586
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.764
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.671
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.526
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.696
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 ] = 0.587
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.677
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.679
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.596
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.787
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.885
evaluate category: skis
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=0.32s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.232
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.438
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.215
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 ] = 0.353
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.036
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 ] = 0.377
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.425
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.350
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 ] = 0.488
evaluate category: snowboard
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.77s).
Accumulating evaluation results...
DONE (t=0.23s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.343
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.537
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.348
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.244
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.496
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.393
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.333
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.518
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.543
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 ] = 0.681
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.722
evaluate category: sports ball
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.05s).
Accumulating evaluation results...
DONE (t=0.30s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.503
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.697
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.577
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.455
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.706
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 ] = 0.467
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.597
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.606
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.553
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.827
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.788
evaluate category: kite
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.68s).
Accumulating evaluation results...
DONE (t=0.23s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.512
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.736
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.566
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.526
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.557
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.353
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 ] = 0.537
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.643
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.608
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.730
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.748
evaluate category: baseball bat
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.67s).
Accumulating evaluation results...
DONE (t=0.22s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.352
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.644
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.351
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.439
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.323
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 ] = 0.386
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.553
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.565
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 ] = 0.611
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.570
evaluate category: baseball glove
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.74s).
Accumulating evaluation results...
DONE (t=0.22s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.420
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.683
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.442
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.383
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.553
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.522
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 ] = 0.539
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.546
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.492
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.702
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.721
evaluate category: skateboard
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.72s).
Accumulating evaluation results...
DONE (t=0.24s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.510
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.783
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.565
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.412
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.631
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.471
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.423
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.617
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.633
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.515
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.729
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.753
evaluate category: surfboard
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.56s).
Accumulating evaluation results...
DONE (t=0.32s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.324
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.568
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.328
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.249
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.384
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.416
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.282
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.474
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.513
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.398
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 ] = 0.710
evaluate category: tennis racket
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.80s).
Accumulating evaluation results...
DONE (t=0.20s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.512
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.819
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.544
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.435
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.578
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 ] = 0.462
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.633
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.656
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.531
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.721
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.791
evaluate category: bottle
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.20s).
Accumulating evaluation results...
DONE (t=0.88s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.396
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.592
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.441
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.300
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.509
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.655
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 ] = 0.531
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.582
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.474
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.717
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.830
evaluate category: wine glass
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.25s).
Accumulating evaluation results...
DONE (t=0.24s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.434
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.663
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.473
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.304
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 ] = 0.577
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 ] = 0.499
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.554
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.396
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.699
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.775
evaluate category: cup
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.84s).
Accumulating evaluation results...
DONE (t=0.74s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.445
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.608
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.492
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.252
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.586
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.715
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 ] = 0.602
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.623
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.449
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.761
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.873
evaluate category: fork
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.95s).
Accumulating evaluation results...
DONE (t=0.29s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.329
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.505
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.359
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.245
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.502
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.326
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.334
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 ] = 0.514
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.364
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 ] = 0.753
evaluate category: knife
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.42s).
Accumulating evaluation results...
DONE (t=0.42s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.217
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.383
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.211
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 ] = 0.311
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.312
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.231
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 ] = 0.433
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 ] = 0.610
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.668
evaluate category: spoon
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=0.37s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.187
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.305
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.186
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.157
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.327
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.099
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.215
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.397
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.415
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 ] = 0.609
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.617
evaluate category: bowl
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=0.68s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.410
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.565
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.455
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.232
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.465
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 ] = 0.320
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 ] = 0.643
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.432
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.704
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.781
evaluate category: banana
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.69s).
Accumulating evaluation results...
DONE (t=0.37s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.253
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.422
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.253
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.129
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.308
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.416
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.125
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.353
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.504
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.299
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.595
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.715
evaluate category: apple
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.09s).
Accumulating evaluation results...
DONE (t=0.28s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.279
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.378
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.297
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.092
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.296
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 ] = 0.162
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 ] = 0.555
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 ] = 0.642
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.821
evaluate category: sandwich
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=0.30s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.384
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.556
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.410
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 ] = 0.278
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.508
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.338
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.607
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.652
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.269
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.533
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.799
evaluate category: orange
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=0.23s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.326
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.435
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.359
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.131
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.416
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.522
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.156
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.465
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.595
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.374
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 ] = 0.808
evaluate category: broccoli
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.11s).
Accumulating evaluation results...
DONE (t=0.31s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.294
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.499
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.301
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.153
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.317
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.332
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.146
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.471
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 ] = 0.353
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 ] = 0.709
evaluate category: carrot
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=0.29s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.213
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.356
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.222
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 ] = 0.258
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.209
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.105
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.409
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.532
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.431
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.610
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.620
evaluate category: hot dog
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.71s).
Accumulating evaluation results...
DONE (t=0.22s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.332
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.468
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.352
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.137
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.386
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.521
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 ] = 0.464
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.526
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.224
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.613
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.776
evaluate category: pizza
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.06s).
Accumulating evaluation results...
DONE (t=0.28s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.605
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.768
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.661
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.242
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.434
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.754
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.460
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 ] = 0.734
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 ] = 0.637
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.861
evaluate category: donut
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.51s).
Accumulating evaluation results...
DONE (t=0.24s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.573
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.726
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.643
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.341
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 ] = 0.715
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.173
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 ] = 0.721
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.470
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.742
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.865
evaluate category: cake
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.21s).
Accumulating evaluation results...
DONE (t=0.35s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.332
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.484
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.368
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.106
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.267
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.483
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.301
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.531
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.589
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.330
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.543
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.748
evaluate category: chair
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=11.88s).
Accumulating evaluation results...
DONE (t=1.45s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.308
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.495
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.317
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 ] = 0.386
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.400
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 ] = 0.461
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 ] = 0.361
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.602
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.714
evaluate category: couch
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.51s).
Accumulating evaluation results...
DONE (t=0.53s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.431
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.606
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.456
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.124
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.270
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.482
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.434
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 ] = 0.693
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.253
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.531
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.747
evaluate category: potted plant
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.06s).
Accumulating evaluation results...
DONE (t=0.62s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.266
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.464
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.267
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.177
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 ] = 0.298
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.268
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.482
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.515
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 ] = 0.567
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.675
evaluate category: bed
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.31s).
Accumulating evaluation results...
DONE (t=0.47s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.465
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.699
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.478
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.013
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.174
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.506
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.532
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.694
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.704
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.129
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.420
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.746
evaluate category: dining table
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.25s).
Accumulating evaluation results...
DONE (t=1.11s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.313
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.477
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.321
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.037
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.127
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.413
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.446
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.585
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.599
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.163
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.403
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.732
evaluate category: toilet
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=0.26s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.621
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.794
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.674
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 ] = 0.566
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.677
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.569
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.784
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.805
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 ] = 0.745
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.859
evaluate category: tv
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.22s).
Accumulating evaluation results...
DONE (t=0.39s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.570
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.773
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.663
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.240
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.541
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.657
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.535
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.714
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.724
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.393
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 ] = 0.805
evaluate category: laptop
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=0.30s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.638
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.806
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.719
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.380
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 ] = 0.725
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 ] = 0.749
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.753
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.447
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.705
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.845
evaluate category: mouse
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.43s).
Accumulating evaluation results...
DONE (t=0.16s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.589
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.773
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.686
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.516
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.678
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.755
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.597
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.719
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.721
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.641
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.800
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.941
evaluate category: remote
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.19s).
Accumulating evaluation results...
DONE (t=0.35s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.367
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.580
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.381
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 ] = 0.524
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.574
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 ] = 0.547
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.563
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.497
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.744
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.794
evaluate category: keyboard
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=0.23s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.507
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.709
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.572
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.233
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.520
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.599
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.493
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 ] = 0.669
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.391
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.682
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.757
evaluate category: cell phone
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.43s).
Accumulating evaluation results...
DONE (t=0.49s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.330
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.500
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.356
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 ] = 0.481
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.549
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.349
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 ] = 0.528
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 ] = 0.735
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.794
evaluate category: microwave
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.38s).
Accumulating evaluation results...
DONE (t=0.16s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.606
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.793
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.704
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 ] = 0.626
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.626
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.673
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.747
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.747
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 ] = 0.731
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.802
evaluate category: oven
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=0.29s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.393
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.603
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.417
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.012
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 ] = 0.478
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.435
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.613
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.624
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.157
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 ] = 0.729
evaluate category: toaster
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.17s).
Accumulating evaluation results...
DONE (t=0.09s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.232
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.322
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.261
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.230
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.261
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.337
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.531
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 ] = 0.563
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.443
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 ] = 0.710
evaluate category: sink
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.37s).
Accumulating evaluation results...
DONE (t=0.40s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.379
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.600
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.386
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.172
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.445
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.465
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 ] = 0.588
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.599
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.352
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.641
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.747
evaluate category: refrigerator
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.73s).
Accumulating evaluation results...
DONE (t=0.27s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.514
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.691
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.562
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 ] = 0.328
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.576
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.573
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 ] = 0.692
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 ] = 0.480
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.762
evaluate category: book
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=7.61s).
Accumulating evaluation results...
DONE (t=0.93s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.145
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.310
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.119
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.137
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 ] = 0.209
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.087
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.266
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.393
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.328
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 ] = 0.643
evaluate category: clock
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=0.41s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.517
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.758
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.573
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.410
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 ] = 0.548
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.439
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.641
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.653
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.538
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.748
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.740
evaluate category: vase
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.52s).
Accumulating evaluation results...
DONE (t=0.42s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.432
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.600
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.483
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.243
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.455
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.630
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 ] = 0.606
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.646
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 ] = 0.680
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.812
evaluate category: scissors
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=0.22s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.306
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.477
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.336
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.144
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.416
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.381
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.363
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.476
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 ] = 0.242
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.617
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.675
evaluate category: teddy bear
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=6.06s).
Accumulating evaluation results...
DONE (t=0.28s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.458
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.689
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.479
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.195
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.463
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.549
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.321
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.575
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.673
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.361
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.679
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.768
evaluate category: hair drier
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.25s).
Accumulating evaluation results...
DONE (t=0.13s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.046
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.071
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.053
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.129
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.044
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.046
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.244
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.393
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.393
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.311
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.385
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.550
evaluate category: toothbrush
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=0.25s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.193
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.370
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.184
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.151
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.294
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.251
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.176
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 ] = 0.429
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.328
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 ] = 0.589
overall performance
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.432
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.624
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.468
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.261
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.462
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.528
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 ] = 0.575
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.614
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 ] = 0.655
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.763
Done (t=402.19s)
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