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tianzhi0549/FCOS_MS_R_50_2x.txt

Created June 20, 2020 09:30
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FCOS_MS_R_50_2x.txt
Annotation Type: bbox
loading annotations into memory...
Done (t=3.70s)
creating index...
index created!
Loading and preparing results...
DONE (t=36.18s)
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=71.31s).
Accumulating evaluation results...
DONE (t=7.94s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.546
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.812
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.595
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.373
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 ] = 0.733
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 ] = 0.563
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 ] = 0.490
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.718
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.828
evaluate category: bicycle
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=0.61s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.327
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.582
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.318
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 ] = 0.387
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.530
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.237
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.437
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.488
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.334
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.562
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.717
evaluate category: car
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=13.76s).
Accumulating evaluation results...
DONE (t=2.29s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.427
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.667
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.457
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.328
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 ] = 0.572
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 ] = 0.532
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.583
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.479
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.725
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.787
evaluate category: motorcycle
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.84s).
Accumulating evaluation results...
DONE (t=0.58s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.404
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.704
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.395
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.197
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.376
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.589
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.249
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.499
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.551
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 ] = 0.543
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.736
evaluate category: airplane
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=0.37s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.573
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.813
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.633
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.433
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 ] = 0.699
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.417
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.651
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.677
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.537
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.673
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.794
evaluate category: bus
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=0.60s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.675
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.837
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.753
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 ] = 0.528
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.813
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.511
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.772
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.778
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.454
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.683
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.882
evaluate category: train
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.43s).
Accumulating evaluation results...
DONE (t=0.59s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.631
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.851
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.699
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.286
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 ] = 0.691
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 ] = 0.743
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 ] = 0.461
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.582
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.802
evaluate category: truck
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.31s).
Accumulating evaluation results...
DONE (t=1.08s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.367
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.526
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.406
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.187
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.352
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.515
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.364
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.640
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.661
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.512
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 ] = 0.769
evaluate category: boat
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=6.79s).
Accumulating evaluation results...
DONE (t=0.79s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.267
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.518
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.239
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.207
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 ] = 0.335
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 ] = 0.373
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.471
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 ] = 0.569
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.627
evaluate category: traffic light
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.98s).
Accumulating evaluation results...
DONE (t=0.79s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.314
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.561
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.319
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.264
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.476
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 ] = 0.172
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.441
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.466
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.408
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 ] = 0.713
evaluate category: fire hydrant
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=8.01s).
Accumulating evaluation results...
DONE (t=0.27s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.612
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.816
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.685
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.336
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.652
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 ] = 0.663
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.718
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.718
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.504
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 ] = 0.830
evaluate category: stop sign
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=0.28s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.695
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.789
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.760
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.359
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.720
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.867
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.723
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.809
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.809
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.615
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.814
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.929
evaluate category: parking meter
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.59s).
Accumulating evaluation results...
DONE (t=0.28s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.409
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.557
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.447
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.109
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 ] = 0.640
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.368
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.547
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.553
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.189
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.588
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.828
evaluate category: bench
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=1.39s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.230
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.356
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.240
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.094
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.218
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.409
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.248
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.413
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 ] = 0.273
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.455
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.637
evaluate category: bird
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=7.12s).
Accumulating evaluation results...
DONE (t=0.84s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.406
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.620
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.432
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 ] = 0.559
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.615
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 ] = 0.450
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.549
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.438
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 ] = 0.782
evaluate category: cat
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=0.54s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.629
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.838
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.704
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.170
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.510
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.682
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 ] = 0.764
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.775
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.455
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 ] = 0.815
evaluate category: dog
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.04s).
Accumulating evaluation results...
DONE (t=0.63s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.598
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.786
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.664
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 ] = 0.584
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.684
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.585
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.740
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.742
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.410
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.728
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.822
evaluate category: horse
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.61s).
Accumulating evaluation results...
DONE (t=0.46s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.597
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.819
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.663
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.361
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.590
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.711
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.368
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.696
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.726
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.540
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 ] = 0.825
evaluate category: sheep
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.30s).
Accumulating evaluation results...
DONE (t=0.36s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.550
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.794
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.612
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.437
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.621
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.705
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.127
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.534
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.675
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 ] = 0.732
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.825
evaluate category: cow
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.17s).
Accumulating evaluation results...
DONE (t=0.45s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.564
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.797
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.623
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.448
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.603
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.745
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.191
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.590
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 ] = 0.580
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 ] = 0.851
evaluate category: elephant
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.57s).
Accumulating evaluation results...
DONE (t=0.32s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.718
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.910
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.809
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.576
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 ] = 0.799
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.341
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.746
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.802
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.654
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.762
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.865
evaluate category: bear
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=0.24s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.709
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.883
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.782
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.539
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 ] = 0.746
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.585
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.814
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 ] = 0.590
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.751
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.847
evaluate category: zebra
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.52s).
Accumulating evaluation results...
DONE (t=0.26s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.665
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.903
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.733
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.464
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.649
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.767
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.293
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.700
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.757
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.597
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.739
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.844
evaluate category: giraffe
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.88s).
Accumulating evaluation results...
DONE (t=0.38s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.727
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.916
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.805
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 ] = 0.714
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.784
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 ] = 0.788
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 ] = 0.605
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.771
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.866
evaluate category: backpack
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=6.09s).
Accumulating evaluation results...
DONE (t=1.18s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.204
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.391
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.186
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.154
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.271
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.259
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.263
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.451
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 ] = 0.340
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 ] = 0.643
evaluate category: umbrella
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.96s).
Accumulating evaluation results...
DONE (t=0.69s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.391
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.636
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.421
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.280
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.439
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.527
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 ] = 0.511
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.559
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.411
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.606
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.729
evaluate category: handbag
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=7.59s).
Accumulating evaluation results...
DONE (t=1.52s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.165
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.296
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.162
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.154
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.225
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.148
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 ] = 0.398
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.420
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 ] = 0.577
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.626
evaluate category: tie
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.13s).
Accumulating evaluation results...
DONE (t=0.61s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.335
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.544
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.368
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.245
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 ] = 0.433
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.294
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.467
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.491
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.362
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 ] = 0.624
evaluate category: suitcase
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.76s).
Accumulating evaluation results...
DONE (t=0.63s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.381
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.587
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.422
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.181
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.399
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.481
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.214
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 ] = 0.615
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 ] = 0.638
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.739
evaluate category: frisbee
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=0.32s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.578
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.748
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.679
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.530
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.668
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.596
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.584
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.678
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.681
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 ] = 0.772
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.873
evaluate category: skis
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=9.75s).
Accumulating evaluation results...
DONE (t=0.43s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.217
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.420
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.194
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 ] = 0.334
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.042
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.184
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.354
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.415
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.345
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.562
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.471
evaluate category: snowboard
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=0.30s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.314
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.505
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.331
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 ] = 0.467
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.392
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.313
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.498
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.526
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 ] = 0.665
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.698
evaluate category: sports ball
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=0.45s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.496
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.685
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.568
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.449
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.695
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.536
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.464
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.598
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 ] = 0.555
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.818
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.741
evaluate category: kite
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.24s).
Accumulating evaluation results...
DONE (t=0.34s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.499
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.713
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.556
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.512
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.540
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.367
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.171
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.524
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.636
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.604
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 ] = 0.733
evaluate category: baseball bat
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.04s).
Accumulating evaluation results...
DONE (t=0.35s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.324
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.635
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.294
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.410
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.299
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.064
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 ] = 0.535
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 ] = 0.520
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.596
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.575
evaluate category: baseball glove
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=0.30s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.413
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.662
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.456
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.377
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.548
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.390
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.403
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.544
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.548
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.491
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.706
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.779
evaluate category: skateboard
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.40s).
Accumulating evaluation results...
DONE (t=0.40s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.487
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.749
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.531
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.402
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.602
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.445
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.411
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.601
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 ] = 0.514
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 ] = 0.728
evaluate category: surfboard
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.26s).
Accumulating evaluation results...
DONE (t=0.50s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.319
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.553
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.319
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.256
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 ] = 0.417
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.279
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 ] = 0.509
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.411
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.545
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.691
evaluate category: tennis racket
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.92s).
Accumulating evaluation results...
DONE (t=0.30s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.505
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.801
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.567
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.409
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.576
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.571
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.453
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.616
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.640
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 ] = 0.710
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.731
evaluate category: bottle
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=8.04s).
Accumulating evaluation results...
DONE (t=1.28s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.384
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.580
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.432
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.292
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.495
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.628
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.221
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 ] = 0.576
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 ] = 0.702
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.815
evaluate category: wine glass
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.50s).
Accumulating evaluation results...
DONE (t=0.33s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.419
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.645
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.446
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.289
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 ] = 0.563
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.205
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.485
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.539
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.386
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.678
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.757
evaluate category: cup
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=6.79s).
Accumulating evaluation results...
DONE (t=1.14s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.429
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.587
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.477
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 ] = 0.569
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 ] = 0.304
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 ] = 0.611
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.440
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 ] = 0.862
evaluate category: fork
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=0.44s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.286
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.461
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.302
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.212
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.458
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.232
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.299
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.469
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.477
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.336
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.660
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.698
evaluate category: knife
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=0.68s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.194
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.351
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.179
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 ] = 0.263
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.262
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.222
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.391
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.411
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 ] = 0.579
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.663
evaluate category: spoon
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=0.52s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.162
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.276
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.155
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.138
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.294
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.085
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.193
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.371
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.384
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.287
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.579
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.539
evaluate category: bowl
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=1.03s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.404
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.554
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.455
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.228
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.444
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.533
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.319
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 ] = 0.642
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.440
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 ] = 0.788
evaluate category: banana
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.79s).
Accumulating evaluation results...
DONE (t=0.49s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.241
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.415
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.240
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 ] = 0.294
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 ] = 0.125
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.349
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.487
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 ] = 0.576
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.680
evaluate category: apple
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.25s).
Accumulating evaluation results...
DONE (t=0.43s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.265
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.363
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.282
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.096
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.289
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.544
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.163
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.464
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.535
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.299
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.628
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.823
evaluate category: sandwich
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=0.45s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.353
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.516
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.376
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.078
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.225
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.484
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 ] = 0.593
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.639
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.250
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.520
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.787
evaluate category: orange
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.61s).
Accumulating evaluation results...
DONE (t=0.36s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.337
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.441
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.368
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.134
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 ] = 0.504
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.150
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.469
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 ] = 0.364
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.718
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.798
evaluate category: broccoli
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.84s).
Accumulating evaluation results...
DONE (t=0.44s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.287
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.493
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.293
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.167
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.298
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.345
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.144
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.458
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.595
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 ] = 0.589
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.698
evaluate category: carrot
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.72s).
Accumulating evaluation results...
DONE (t=0.38s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.203
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.344
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.214
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.201
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 ] = 0.193
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.100
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.399
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 ] = 0.418
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 ] = 0.592
evaluate category: hot dog
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=0.31s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.317
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.460
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.339
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 ] = 0.380
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.507
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.258
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.460
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.502
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.198
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 ] = 0.768
evaluate category: pizza
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=8.97s).
Accumulating evaluation results...
DONE (t=0.37s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.586
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.756
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.650
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.231
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.412
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.736
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.455
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.712
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.723
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 ] = 0.624
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.848
evaluate category: donut
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.95s).
Accumulating evaluation results...
DONE (t=0.37s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.545
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.693
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.614
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.285
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.574
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.692
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.170
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.567
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.708
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.439
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.734
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.859
evaluate category: cake
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.81s).
Accumulating evaluation results...
DONE (t=0.52s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.301
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.451
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.331
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.076
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.231
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.454
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.279
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.504
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.569
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.325
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.510
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.731
evaluate category: chair
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=13.01s).
Accumulating evaluation results...
DONE (t=2.41s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.293
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.475
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.305
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.179
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.369
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.382
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.172
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.445
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.518
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 ] = 0.593
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.707
evaluate category: couch
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.20s).
Accumulating evaluation results...
DONE (t=0.72s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.400
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.586
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.418
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.070
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.251
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.449
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.416
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.670
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 ] = 0.247
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.540
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.727
evaluate category: potted plant
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.02s).
Accumulating evaluation results...
DONE (t=0.92s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.258
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.459
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.265
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.176
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.316
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.278
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.251
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 ] = 0.495
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 ] = 0.546
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.651
evaluate category: bed
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.08s).
Accumulating evaluation results...
DONE (t=0.66s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.443
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.679
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.453
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 ] = 0.172
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.481
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.519
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.685
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 ] = 0.447
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.730
evaluate category: dining table
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=7.16s).
Accumulating evaluation results...
DONE (t=1.58s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.297
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.457
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.305
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.039
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.123
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.390
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.438
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.584
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 ] = 0.151
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.400
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.727
evaluate category: toilet
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.23s).
Accumulating evaluation results...
DONE (t=0.37s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.593
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.781
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.655
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 ] = 0.549
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.648
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.556
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.763
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.785
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 ] = 0.729
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.836
evaluate category: tv
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.65s).
Accumulating evaluation results...
DONE (t=0.61s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.546
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.746
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.643
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.219
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.515
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.635
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.516
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.697
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.702
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.384
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.682
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.783
evaluate category: laptop
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=0.47s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.609
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.787
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.691
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.316
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 ] = 0.706
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.558
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.732
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.736
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 ] = 0.689
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.826
evaluate category: mouse
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=0.26s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.582
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.774
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.672
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.511
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.667
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.762
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 ] = 0.716
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.716
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.638
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.796
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.926
evaluate category: remote
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=0.58s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.343
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.543
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.360
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.297
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.472
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.572
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.277
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.540
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.558
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 ] = 0.716
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.806
evaluate category: keyboard
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.53s).
Accumulating evaluation results...
DONE (t=0.31s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.491
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.703
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.560
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 ] = 0.494
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 ] = 0.479
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 ] = 0.651
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.369
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.655
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.753
evaluate category: cell phone
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.09s).
Accumulating evaluation results...
DONE (t=0.79s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.317
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.490
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.340
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.208
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.474
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.533
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 ] = 0.500
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 ] = 0.367
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.728
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.783
evaluate category: microwave
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=0.25s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.589
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.784
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.672
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.472
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.600
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.605
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.666
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.738
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 ] = 0.600
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.728
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.779
evaluate category: oven
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.90s).
Accumulating evaluation results...
DONE (t=0.45s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.363
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.564
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.380
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.023
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.253
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.453
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.429
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.600
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.607
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.152
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.479
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.715
evaluate category: toaster
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.79s).
Accumulating evaluation results...
DONE (t=0.15s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.247
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.359
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.300
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.225
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.250
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.454
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 ] = 0.518
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.518
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.414
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.552
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.580
evaluate category: sink
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=0.57s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.363
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.573
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.394
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.158
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.427
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.455
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.395
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 ] = 0.591
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 ] = 0.633
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.744
evaluate category: refrigerator
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=0.45s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.495
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.662
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.548
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.003
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.309
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.559
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.571
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 ] = 0.693
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.117
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.490
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.759
evaluate category: book
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=17.09s).
Accumulating evaluation results...
DONE (t=1.29s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.132
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.286
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.106
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.130
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.173
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.191
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.084
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.257
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.387
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.324
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.511
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.638
evaluate category: clock
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.27s).
Accumulating evaluation results...
DONE (t=0.59s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.512
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.752
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.568
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.401
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.622
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.553
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.429
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 ] = 0.652
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.537
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.741
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.757
evaluate category: vase
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.09s).
Accumulating evaluation results...
DONE (t=0.57s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.407
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.576
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.461
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.228
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.422
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.605
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.322
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.588
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.630
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 ] = 0.675
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.793
evaluate category: scissors
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.38s).
Accumulating evaluation results...
DONE (t=0.30s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.283
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.448
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.271
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.134
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.391
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.351
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.337
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 ] = 0.478
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.222
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.588
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.662
evaluate category: teddy bear
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.01s).
Accumulating evaluation results...
DONE (t=0.46s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.432
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.658
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.445
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.186
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 ] = 0.309
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.562
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.654
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.347
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.656
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.752
evaluate category: hair drier
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=0.21s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.015
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.036
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.011
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.060
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.019
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.009
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.161
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.317
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.317
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.228
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.354
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.430
evaluate category: toothbrush
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.99s).
Accumulating evaluation results...
DONE (t=0.40s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.158
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.328
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.133
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.126
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.274
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.157
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.160
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.356
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 ] = 0.296
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.550
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.541
overall performance
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.414
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.606
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.449
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 ] = 0.442
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.509
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.337
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.561
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.600
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.402
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 ] = 0.746
Done (t=657.60s)
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