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@tianzhi0549
Created June 20, 2020 08:36
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Annotation Type: bbox
loading annotations into memory...
Done (t=4.34s)
creating index...
index created!
Loading and preparing results...
DONE (t=23.75s)
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=62.10s).
Accumulating evaluation results...
DONE (t=4.85s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.570
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.831
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.622
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.396
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.643
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.751
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 ] = 0.583
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 ] = 0.514
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.738
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.844
evaluate category: bicycle
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.26s).
Accumulating evaluation results...
DONE (t=0.39s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.359
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.621
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.351
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.229
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.424
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 ] = 0.243
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.459
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.505
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.355
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.578
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.728
evaluate category: car
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=10.49s).
Accumulating evaluation results...
DONE (t=1.31s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.457
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.700
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.493
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.357
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.607
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.625
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.199
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.555
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.603
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.498
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.746
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.810
evaluate category: motorcycle
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.52s).
Accumulating evaluation results...
DONE (t=0.37s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.436
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.731
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.450
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.234
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.414
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.611
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.258
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.523
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.572
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 ] = 0.563
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.752
evaluate category: airplane
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.12s).
Accumulating evaluation results...
DONE (t=0.22s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.620
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.850
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.678
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 ] = 0.606
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 ] = 0.433
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 ] = 0.709
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.587
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.701
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.815
evaluate category: bus
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.55s).
Accumulating evaluation results...
DONE (t=0.34s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.708
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.865
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.778
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.268
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.582
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.831
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.523
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.793
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.798
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 ] = 0.713
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.895
evaluate category: train
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.41s).
Accumulating evaluation results...
DONE (t=0.31s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.667
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.871
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.755
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 ] = 0.442
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.730
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.615
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.767
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 ] = 0.533
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.577
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=7.06s).
Accumulating evaluation results...
DONE (t=0.57s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.399
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.570
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.436
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 ] = 0.397
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.550
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.380
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.646
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.664
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.514
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.670
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.778
evaluate category: boat
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.85s).
Accumulating evaluation results...
DONE (t=0.42s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.289
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.551
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.270
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 ] = 0.373
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.364
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.138
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.387
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.473
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.380
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.556
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.612
evaluate category: traffic light
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.63s).
Accumulating evaluation results...
DONE (t=0.42s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.337
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.601
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.332
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.282
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.513
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 ] = 0.180
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.462
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.486
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.430
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.659
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.721
evaluate category: fire hydrant
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.61s).
Accumulating evaluation results...
DONE (t=0.16s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.656
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.853
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.734
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 ] = 0.654
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.778
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.694
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.738
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.738
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.549
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.712
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.848
evaluate category: stop sign
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.65s).
Accumulating evaluation results...
DONE (t=0.17s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.726
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.821
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.787
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 ] = 0.721
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.881
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.744
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.803
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.803
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.639
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.768
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.930
evaluate category: parking meter
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.61s).
Accumulating evaluation results...
DONE (t=0.18s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.434
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.581
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.465
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 ] = 0.455
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.678
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.377
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.555
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.561
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.264
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.551
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=4.85s).
Accumulating evaluation results...
DONE (t=0.91s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.258
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.400
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.270
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 ] = 0.245
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.433
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.262
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.444
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.468
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.318
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.474
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.645
evaluate category: bird
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.06s).
Accumulating evaluation results...
DONE (t=0.50s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.444
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.666
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.480
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.338
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.597
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.660
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.200
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.470
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.566
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.457
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 ] = 0.790
evaluate category: cat
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=0.35s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.676
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.877
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.754
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 ] = 0.573
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.728
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.640
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.781
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 ] = 0.339
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 ] = 0.833
evaluate category: dog
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=0.36s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.659
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.836
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.722
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.295
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.645
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.743
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.626
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.778
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.779
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.487
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.757
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.856
evaluate category: horse
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.69s).
Accumulating evaluation results...
DONE (t=0.28s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.640
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.856
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.711
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.408
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.632
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.751
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.384
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.720
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 ] = 0.559
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.734
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.850
evaluate category: sheep
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.34s).
Accumulating evaluation results...
DONE (t=0.24s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.590
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.823
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.644
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.479
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.659
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.750
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.130
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 ] = 0.698
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.590
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.756
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.849
evaluate category: cow
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=0.26s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.605
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.837
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.673
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.482
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.644
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.794
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 ] = 0.612
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.708
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.594
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 ] = 0.867
evaluate category: elephant
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.34s).
Accumulating evaluation results...
DONE (t=0.19s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.742
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.923
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.829
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.588
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.674
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 ] = 0.344
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.762
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.810
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.680
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.754
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.878
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=0.13s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.766
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.917
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.832
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.468
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.718
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.798
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.630
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.848
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.849
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.620
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.819
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.871
evaluate category: zebra
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=0.16s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.687
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.923
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.764
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.458
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.679
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.786
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 ] = 0.714
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.763
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 ] = 0.748
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.850
evaluate category: giraffe
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.15s).
Accumulating evaluation results...
DONE (t=0.18s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.747
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.931
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.818
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.567
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.730
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.800
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.420
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.803
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.814
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.622
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.784
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.873
evaluate category: backpack
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=0.75s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.222
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.432
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.197
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.175
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.273
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.290
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.261
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 ] = 0.473
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 ] = 0.583
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.633
evaluate category: umbrella
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.35s).
Accumulating evaluation results...
DONE (t=0.39s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.415
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.669
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.433
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.317
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 ] = 0.532
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 ] = 0.531
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 ] = 0.443
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.630
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.735
evaluate category: handbag
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=8.41s).
Accumulating evaluation results...
DONE (t=0.91s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.198
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.349
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.199
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 ] = 0.254
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.201
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.223
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.421
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.441
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.355
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.565
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.648
evaluate category: tie
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=0.37s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.379
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.591
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.421
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.277
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.505
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.512
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.324
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 ] = 0.502
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 ] = 0.629
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.685
evaluate category: suitcase
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.13s).
Accumulating evaluation results...
DONE (t=0.36s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.412
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.621
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.454
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.199
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.425
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.528
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 ] = 0.555
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.618
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 ] = 0.631
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.754
evaluate category: frisbee
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.65s).
Accumulating evaluation results...
DONE (t=0.17s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.611
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.786
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.717
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.549
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 ] = 0.728
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 ] = 0.688
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.688
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.609
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.794
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.854
evaluate category: skis
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.95s).
Accumulating evaluation results...
DONE (t=0.31s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.242
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.459
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.219
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 ] = 0.368
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.067
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.203
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.389
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.443
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.371
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.594
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.533
evaluate category: snowboard
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.98s).
Accumulating evaluation results...
DONE (t=0.22s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.360
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.568
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.373
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.251
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.509
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.456
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.347
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 ] = 0.548
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.416
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 ] = 0.709
evaluate category: sports ball
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=0.26s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.529
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.730
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.614
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.482
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.722
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.622
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.480
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.611
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 ] = 0.570
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 ] = 0.841
evaluate category: kite
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.97s).
Accumulating evaluation results...
DONE (t=0.20s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.515
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.739
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.569
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.528
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.558
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.378
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 ] = 0.532
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.638
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.611
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.696
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.745
evaluate category: baseball bat
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.78s).
Accumulating evaluation results...
DONE (t=0.19s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.367
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.697
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.344
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.447
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 ] = 0.097
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.402
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.554
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 ] = 0.548
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 ] = 0.515
evaluate category: baseball glove
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=0.18s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.435
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.689
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.480
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.391
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 ] = 0.449
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.418
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.536
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.541
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.480
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.715
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.743
evaluate category: skateboard
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.20s).
Accumulating evaluation results...
DONE (t=0.23s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.544
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.808
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.600
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.451
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.651
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 ] = 0.442
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.638
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 ] = 0.534
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.737
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.788
evaluate category: surfboard
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.85s).
Accumulating evaluation results...
DONE (t=0.31s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.353
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.616
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.354
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.283
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.410
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.446
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.295
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.497
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 ] = 0.429
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 ] = 0.717
evaluate category: tennis racket
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.97s).
Accumulating evaluation results...
DONE (t=0.19s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.532
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.833
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.600
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 ] = 0.592
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.590
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.474
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.642
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.663
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.544
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 ] = 0.804
evaluate category: bottle
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=6.48s).
Accumulating evaluation results...
DONE (t=0.84s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.413
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.615
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.460
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.311
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.528
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.670
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 ] = 0.539
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 ] = 0.493
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.711
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.848
evaluate category: wine glass
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.72s).
Accumulating evaluation results...
DONE (t=0.25s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.457
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.681
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.497
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.338
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 ] = 0.578
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.213
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 ] = 0.570
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.422
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.704
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.780
evaluate category: cup
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.75s).
Accumulating evaluation results...
DONE (t=0.69s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.471
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.635
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.528
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.280
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.611
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.729
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.317
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.609
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 ] = 0.757
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.870
evaluate category: fork
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=0.31s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.366
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.554
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.385
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.271
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 ] = 0.417
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.359
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.536
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 ] = 0.397
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.727
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.816
evaluate category: knife
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=0.42s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.252
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.427
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.249
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.222
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.364
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.354
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.246
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.427
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.449
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 ] = 0.623
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.694
evaluate category: spoon
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=0.38s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.222
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.357
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.224
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 ] = 0.371
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.122
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.224
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.418
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.435
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.344
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.622
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.525
evaluate category: bowl
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.19s).
Accumulating evaluation results...
DONE (t=0.67s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.422
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.581
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.468
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.253
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.456
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.558
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.324
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 ] = 0.433
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 ] = 0.792
evaluate category: banana
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.29s).
Accumulating evaluation results...
DONE (t=0.33s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.259
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.435
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.256
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.136
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.302
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.437
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.129
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.355
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.492
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.294
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.577
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.701
evaluate category: apple
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.71s).
Accumulating evaluation results...
DONE (t=0.26s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.265
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.361
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.289
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.083
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 ] = 0.575
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 ] = 0.459
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.534
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.303
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.622
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.820
evaluate category: sandwich
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.37s).
Accumulating evaluation results...
DONE (t=0.29s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.399
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.569
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.422
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.149
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.285
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 ] = 0.347
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.615
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 ] = 0.338
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.542
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.789
evaluate category: orange
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=0.21s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.336
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.444
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.373
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.123
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.431
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.555
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.157
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.457
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 ] = 0.362
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 ] = 0.808
evaluate category: broccoli
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.62s).
Accumulating evaluation results...
DONE (t=0.31s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.288
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.495
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.298
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 ] = 0.313
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.319
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.149
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 ] = 0.590
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.341
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.583
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.695
evaluate category: carrot
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.14s).
Accumulating evaluation results...
DONE (t=0.29s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.210
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.359
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.215
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.200
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.255
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.220
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.108
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 ] = 0.525
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.425
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 ] = 0.628
evaluate category: hot dog
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.93s).
Accumulating evaluation results...
DONE (t=0.20s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.366
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.517
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.387
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 ] = 0.424
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.552
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.266
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.469
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.524
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.255
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.586
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.759
evaluate category: pizza
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=0.28s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.607
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.771
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.676
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.239
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.438
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.757
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.463
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.724
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 ] = 0.388
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.624
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=2.85s).
Accumulating evaluation results...
DONE (t=0.21s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.569
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.720
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.641
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.353
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.572
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.718
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.172
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.577
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.716
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.485
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 ] = 0.854
evaluate category: cake
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=0.32s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.351
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.512
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.389
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.134
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.290
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 ] = 0.302
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.535
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.585
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.336
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 ] = 0.750
evaluate category: chair
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=10.32s).
Accumulating evaluation results...
DONE (t=1.42s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.323
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.514
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.335
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.198
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.402
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.419
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 ] = 0.462
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.529
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.370
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.602
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.704
evaluate category: couch
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=0.51s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.442
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.626
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.459
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 ] = 0.279
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.495
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.452
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.690
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.700
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.227
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.566
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=3.62s).
Accumulating evaluation results...
DONE (t=0.57s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.270
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.472
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.273
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 ] = 0.332
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.292
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.271
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.475
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.503
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 ] = 0.558
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.648
evaluate category: bed
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=0.45s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.473
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.707
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.493
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.071
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.186
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.513
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.543
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.705
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.712
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.271
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.432
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.752
evaluate category: dining table
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.84s).
Accumulating evaluation results...
DONE (t=1.19s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.316
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.489
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.322
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.034
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.135
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.417
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 ] = 0.587
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.602
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.179
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.410
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.733
evaluate category: toilet
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=0.23s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.628
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.806
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.687
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.160
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.565
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.689
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.571
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.770
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 ] = 0.265
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 ] = 0.848
evaluate category: tv
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=0.35s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.583
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.780
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.666
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 ] = 0.550
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.675
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.537
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.708
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.717
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.393
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 ] = 0.803
evaluate category: laptop
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.27s).
Accumulating evaluation results...
DONE (t=0.29s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.650
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.812
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.730
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.358
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 ] = 0.731
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 ] = 0.752
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 ] = 0.463
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 ] = 0.834
evaluate category: mouse
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.59s).
Accumulating evaluation results...
DONE (t=0.16s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.601
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.796
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.715
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.534
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.687
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.766
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 ] = 0.715
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.717
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.639
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 ] = 0.911
evaluate category: remote
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.75s).
Accumulating evaluation results...
DONE (t=5.18s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.401
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.619
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.425
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.347
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.562
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.612
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.298
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 ] = 0.580
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.521
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 ] = 0.794
evaluate category: keyboard
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=0.22s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.521
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.733
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.565
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.266
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.534
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 ] = 0.492
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.664
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.668
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 ] = 0.762
evaluate category: cell phone
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=0.48s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.348
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.527
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.384
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.241
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 ] = 0.552
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.367
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.526
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.531
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.383
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 ] = 0.787
evaluate category: microwave
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=0.15s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.626
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.828
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.706
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 ] = 0.642
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.649
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.682
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.753
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.753
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.606
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 ] = 0.797
evaluate category: oven
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.27s).
Accumulating evaluation results...
DONE (t=0.28s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.425
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.637
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.457
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.020
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.302
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.526
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 ] = 0.637
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 ] = 0.214
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.522
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.742
evaluate category: toaster
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.20s).
Accumulating evaluation results...
DONE (t=0.09s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.277
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.385
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.303
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 ] = 0.276
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.470
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.488
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.524
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.524
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 ] = 0.572
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.650
evaluate category: sink
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.83s).
Accumulating evaluation results...
DONE (t=0.40s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.385
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.618
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.389
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.199
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.446
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 ] = 0.412
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.592
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 ] = 0.376
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.639
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=2.04s).
Accumulating evaluation results...
DONE (t=0.28s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.538
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.720
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.592
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 ] = 0.361
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 ] = 0.606
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.706
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.706
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.519
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.771
evaluate category: book
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=9.58s).
Accumulating evaluation results...
DONE (t=0.87s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.152
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.315
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.128
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.139
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.200
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 ] = 0.088
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.265
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.398
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.337
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.519
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.641
evaluate category: clock
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.76s).
Accumulating evaluation results...
DONE (t=0.36s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.520
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.760
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.584
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.411
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.624
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 ] = 0.444
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 ] = 0.645
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 ] = 0.726
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.759
evaluate category: vase
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.98s).
Accumulating evaluation results...
DONE (t=0.40s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.446
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.623
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.486
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 ] = 0.453
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 ] = 0.336
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.608
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.650
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 ] = 0.678
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=1.76s).
Accumulating evaluation results...
DONE (t=0.21s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.332
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.499
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.366
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 ] = 0.440
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.442
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.350
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.483
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.506
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.261
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.608
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.685
evaluate category: teddy bear
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.57s).
Accumulating evaluation results...
DONE (t=0.25s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.477
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.691
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.520
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.218
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.445
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.590
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.320
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.591
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.676
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.390
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.653
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.790
evaluate category: hair drier
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.27s).
Accumulating evaluation results...
DONE (t=0.11s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.062
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.145
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.056
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 ] = 0.059
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.113
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.207
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.315
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.315
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.206
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.300
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.530
evaluate category: toothbrush
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.93s).
Accumulating evaluation results...
DONE (t=0.22s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.196
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.387
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.168
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 ] = 0.314
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.226
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 ] = 0.397
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 ] = 0.326
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 ] = 0.613
overall performance
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.448
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.644
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.485
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.277
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 ] = 0.550
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.354
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 ] = 0.616
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.424
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.652
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.764
Done (t=470.80s)
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