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@tianzhi0549
Created June 20, 2020 09:34
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Annotation Type: bbox
Some images have more than 100 detections. Results were cut to 100 detections per images on 1 images.
loading annotations into memory...
Done (t=2.92s)
creating index...
index created!
Loading and preparing results...
DONE (t=31.23s)
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=69.27s).
Accumulating evaluation results...
DONE (t=7.31s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.522
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.782
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.559
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.315
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.615
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 ] = 0.191
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.538
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.614
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 ] = 0.708
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.831
evaluate category: bicycle
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.22s).
Accumulating evaluation results...
DONE (t=0.58s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.312
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.544
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.301
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.164
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.385
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.560
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.227
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.410
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.448
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.252
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.549
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.721
evaluate category: car
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=12.61s).
Accumulating evaluation results...
DONE (t=2.07s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.387
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.620
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.402
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.268
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 ] = 0.578
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.182
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.485
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 ] = 0.391
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 ] = 0.781
evaluate category: motorcycle
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.56s).
Accumulating evaluation results...
DONE (t=0.56s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.406
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.701
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.411
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.173
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.383
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 ] = 0.252
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.484
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.534
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.253
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.539
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.739
evaluate category: airplane
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=0.35s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.566
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.811
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.623
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.437
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.560
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.679
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 ] = 0.642
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 ] = 0.511
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 ] = 0.776
evaluate category: bus
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.29s).
Accumulating evaluation results...
DONE (t=0.50s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.671
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.822
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.741
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.160
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.504
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.822
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 ] = 0.756
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.760
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 ] = 0.659
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.884
evaluate category: train
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=0.44s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.629
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.851
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.716
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.293
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 ] = 0.695
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.588
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.735
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.740
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.478
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.526
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.799
evaluate category: truck
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=1.06s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.356
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.519
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.388
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.146
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.340
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.533
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.363
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.612
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.633
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.453
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.649
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.756
evaluate category: boat
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=6.34s).
Accumulating evaluation results...
DONE (t=0.72s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.234
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.464
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.206
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 ] = 0.339
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.330
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.121
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.343
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.426
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.297
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.550
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.603
evaluate category: traffic light
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.77s).
Accumulating evaluation results...
DONE (t=0.77s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.275
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.500
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.271
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.212
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 ] = 0.510
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.162
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.391
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.408
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 ] = 0.632
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.716
evaluate category: fire hydrant
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.09s).
Accumulating evaluation results...
DONE (t=0.24s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.620
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.807
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.693
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.294
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 ] = 0.765
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.658
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.702
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 ] = 0.450
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 ] = 0.834
evaluate category: stop sign
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.17s).
Accumulating evaluation results...
DONE (t=0.26s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.688
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.782
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.747
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 ] = 0.704
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.877
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.704
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.775
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 ] = 0.539
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.782
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.927
evaluate category: parking meter
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=6.88s).
Accumulating evaluation results...
DONE (t=0.19s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.397
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.549
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.443
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.072
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.404
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.672
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 ] = 0.518
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 ] = 0.135
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 ] = 0.813
evaluate category: bench
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=6.37s).
Accumulating evaluation results...
DONE (t=1.42s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.221
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.342
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.234
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.081
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.213
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.413
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.240
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 ] = 0.422
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 ] = 0.445
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.640
evaluate category: bird
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=6.94s).
Accumulating evaluation results...
DONE (t=0.97s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.350
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.535
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.374
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 ] = 0.530
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 ] = 0.184
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.409
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.490
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 ] = 0.672
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.764
evaluate category: cat
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=0.40s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.639
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.846
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.715
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.056
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 ] = 0.697
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.614
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.766
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.769
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.252
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.678
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.817
evaluate category: dog
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.42s).
Accumulating evaluation results...
DONE (t=0.51s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.585
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.764
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.653
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 ] = 0.557
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.688
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 ] = 0.729
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.732
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 ] = 0.712
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.826
evaluate category: horse
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.39s).
Accumulating evaluation results...
DONE (t=0.41s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.588
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.796
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.650
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.278
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.564
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.748
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.378
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.683
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 ] = 0.470
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.684
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.841
evaluate category: sheep
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.04s).
Accumulating evaluation results...
DONE (t=0.39s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.497
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.718
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.532
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.348
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.598
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.712
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 ] = 0.507
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.632
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.484
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 ] = 0.826
evaluate category: cow
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.39s).
Accumulating evaluation results...
DONE (t=0.42s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.507
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.729
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.553
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 ] = 0.566
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.747
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.193
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.565
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.649
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.491
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 ] = 0.853
evaluate category: elephant
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.47s).
Accumulating evaluation results...
DONE (t=0.32s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.700
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.898
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.788
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.469
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.635
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.800
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.332
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.737
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 ] = 0.593
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.735
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.865
evaluate category: bear
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=0.17s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.700
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.862
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.756
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.465
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.623
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 ] = 0.590
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.810
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.812
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.580
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.761
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.841
evaluate category: zebra
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.29s).
Accumulating evaluation results...
DONE (t=0.24s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.663
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.905
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.727
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.389
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.660
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.779
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 ] = 0.697
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.751
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.541
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 ] = 0.845
evaluate category: giraffe
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=0.27s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.723
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.912
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.797
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.497
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.702
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.797
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.411
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 ] = 0.798
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.575
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.765
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.867
evaluate category: backpack
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.38s).
Accumulating evaluation results...
DONE (t=1.09s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.172
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.329
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.163
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.123
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 ] = 0.227
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.230
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.403
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 ] = 0.247
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 ] = 0.647
evaluate category: umbrella
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.42s).
Accumulating evaluation results...
DONE (t=0.60s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.365
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.594
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.372
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.236
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.416
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.538
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.219
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.477
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.528
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 ] = 0.594
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.734
evaluate category: handbag
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=7.11s).
Accumulating evaluation results...
DONE (t=1.42s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.131
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.242
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.131
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.113
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.211
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.158
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 ] = 0.330
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.350
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.219
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 ] = 0.608
evaluate category: tie
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.87s).
Accumulating evaluation results...
DONE (t=0.60s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.313
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.504
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.337
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 ] = 0.436
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.519
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.280
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.419
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.440
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.288
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.585
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.677
evaluate category: suitcase
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.17s).
Accumulating evaluation results...
DONE (t=0.55s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.384
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.573
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.417
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.145
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.430
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.490
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 ] = 0.519
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.589
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.268
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.613
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.741
evaluate category: frisbee
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 ] = 0.526
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.686
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.609
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.456
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 ] = 0.617
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.559
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.642
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 ] = 0.555
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.760
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.858
evaluate category: skis
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.60s).
Accumulating evaluation results...
DONE (t=0.40s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.209
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.397
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.192
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 ] = 0.350
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.050
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.185
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.342
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.390
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.308
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.561
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.500
evaluate category: snowboard
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=0.27s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.332
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.511
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.348
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.207
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.496
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.507
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 ] = 0.488
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.504
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.338
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 ] = 0.752
evaluate category: sports ball
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=8.50s).
Accumulating evaluation results...
DONE (t=0.50s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.419
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.588
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.486
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.367
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.655
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.424
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.415
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.519
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.527
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.469
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 ] = 0.806
evaluate category: kite
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.18s).
Accumulating evaluation results...
DONE (t=0.40s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.443
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.636
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.491
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.454
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.536
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.373
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 ] = 0.491
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.584
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.538
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.702
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.690
evaluate category: baseball bat
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=0.32s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.311
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.599
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.286
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 ] = 0.278
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.055
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.356
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 ] = 0.506
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.488
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 ] = 0.415
evaluate category: baseball glove
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.88s).
Accumulating evaluation results...
DONE (t=0.33s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.360
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.594
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.382
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 ] = 0.523
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.344
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.371
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 ] = 0.477
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.406
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.685
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.650
evaluate category: skateboard
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=0.33s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.475
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.744
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.513
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.355
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 ] = 0.535
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.415
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.578
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.592
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 ] = 0.712
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.768
evaluate category: surfboard
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=0.41s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.308
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.527
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.306
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.229
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.366
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.451
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.278
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.447
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.475
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.342
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.532
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.702
evaluate category: tennis racket
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=0.30s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.481
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.783
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.517
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.366
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.575
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 ] = 0.440
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.586
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 ] = 0.442
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.699
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.731
evaluate category: bottle
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=8.32s).
Accumulating evaluation results...
DONE (t=1.19s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.344
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.535
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.380
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.243
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.470
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.643
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 ] = 0.478
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.523
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.391
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.686
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.822
evaluate category: wine glass
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.30s).
Accumulating evaluation results...
DONE (t=0.35s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.374
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.590
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.387
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.230
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.518
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 ] = 0.193
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.440
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.487
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 ] = 0.644
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.797
evaluate category: cup
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=6.46s).
Accumulating evaluation results...
DONE (t=1.10s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.388
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.539
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.423
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.172
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.541
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.708
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.288
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.534
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.555
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.344
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 ] = 0.864
evaluate category: fork
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=0.40s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.279
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.442
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.307
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.195
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.480
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.368
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.305
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.452
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.459
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.295
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.674
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.709
evaluate category: knife
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.71s).
Accumulating evaluation results...
DONE (t=0.58s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.158
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.282
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.142
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.135
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.256
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.305
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 ] = 0.347
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.362
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.251
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.555
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.671
evaluate category: spoon
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.45s).
Accumulating evaluation results...
DONE (t=0.56s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.146
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.247
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.147
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.122
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.298
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.168
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 ] = 0.349
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.362
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.252
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.581
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.542
evaluate category: bowl
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.53s).
Accumulating evaluation results...
DONE (t=0.97s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.371
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.513
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.403
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.161
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.415
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.529
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.303
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.576
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.601
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.354
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.661
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.778
evaluate category: banana
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.21s).
Accumulating evaluation results...
DONE (t=0.52s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.246
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.419
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.241
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.125
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 ] = 0.418
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.122
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.341
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.461
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.215
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 ] = 0.681
evaluate category: apple
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.17s).
Accumulating evaluation results...
DONE (t=0.41s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.242
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.329
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.260
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.063
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.251
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.562
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.159
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.426
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.502
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.223
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.616
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.833
evaluate category: sandwich
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.84s).
Accumulating evaluation results...
DONE (t=0.37s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.365
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.530
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.385
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.071
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.229
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.510
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.329
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.582
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.625
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.198
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.496
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.787
evaluate category: orange
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=0.33s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.304
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.406
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.333
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.100
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 ] = 0.513
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 ] = 0.444
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 ] = 0.294
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 ] = 0.806
evaluate category: broccoli
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=4.68s).
Accumulating evaluation results...
DONE (t=0.45s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.285
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.487
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.295
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.151
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.295
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.350
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.147
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.455
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.589
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 ] = 0.586
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.688
evaluate category: carrot
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.87s).
Accumulating evaluation results...
DONE (t=0.40s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.195
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.327
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.204
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.165
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.259
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.241
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.107
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.370
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 ] = 0.375
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.580
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.603
evaluate category: hot dog
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=0.26s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.288
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.413
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.298
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.079
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.343
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.494
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.255
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 ] = 0.459
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.143
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.527
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.742
evaluate category: pizza
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=7.93s).
Accumulating evaluation results...
DONE (t=0.32s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.566
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.725
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.621
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 ] = 0.377
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.727
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.449
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.689
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.704
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.262
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 ] = 0.842
evaluate category: donut
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.39s).
Accumulating evaluation results...
DONE (t=0.34s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.522
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.672
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.583
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 ] = 0.545
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.700
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 ] = 0.557
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.682
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.375
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 ] = 0.848
evaluate category: cake
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.44s).
Accumulating evaluation results...
DONE (t=0.44s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.309
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.440
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.339
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.055
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.227
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.483
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 ] = 0.492
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 ] = 0.245
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.491
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.726
evaluate category: chair
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=12.60s).
Accumulating evaluation results...
DONE (t=2.26s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.288
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.467
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.299
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.161
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 ] = 0.409
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.176
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.429
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 ] = 0.294
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 ] = 0.693
evaluate category: couch
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.78s).
Accumulating evaluation results...
DONE (t=0.68s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.402
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.596
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.423
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.058
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.277
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.447
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.413
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.648
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.660
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.153
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.523
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.709
evaluate category: potted plant
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=5.12s).
Accumulating evaluation results...
DONE (t=0.87s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.238
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.437
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.244
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 ] = 0.286
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.308
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 ] = 0.434
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.457
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.282
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.506
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.646
evaluate category: bed
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.55s).
Accumulating evaluation results...
DONE (t=0.55s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.426
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.661
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.433
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.007
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.179
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.462
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.488
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.648
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.656
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.071
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.391
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.695
evaluate category: dining table
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=6.89s).
Accumulating evaluation results...
DONE (t=1.47s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.277
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.451
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.282
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.045
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.141
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.358
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.397
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.549
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.558
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.132
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 ] = 0.678
evaluate category: toilet
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.81s).
Accumulating evaluation results...
DONE (t=0.37s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.606
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.795
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.664
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.151
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.544
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.666
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.565
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.765
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.782
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.306
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 ] = 0.838
evaluate category: tv
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=0.49s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.552
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.751
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.649
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.183
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 ] = 0.655
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 ] = 0.684
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 ] = 0.319
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.664
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.784
evaluate category: laptop
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.91s).
Accumulating evaluation results...
DONE (t=0.40s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.602
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.774
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.689
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 ] = 0.549
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 ] = 0.561
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.725
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.729
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.392
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 ] = 0.826
evaluate category: mouse
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.09s).
Accumulating evaluation results...
DONE (t=0.23s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.525
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.703
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.615
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.430
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.637
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.765
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 ] = 0.665
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.666
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.561
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.784
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.878
evaluate category: remote
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.68s).
Accumulating evaluation results...
DONE (t=0.62s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.287
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.467
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.298
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.230
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 ] = 0.569
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 ] = 0.471
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.489
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.401
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 ] = 0.790
evaluate category: keyboard
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=0.32s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.503
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.701
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.573
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.193
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.520
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.608
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.478
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.654
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.657
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.313
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.674
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.763
evaluate category: cell phone
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=0.70s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.288
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.443
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.309
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.164
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.471
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.545
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 ] = 0.460
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 ] = 0.300
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 ] = 0.798
evaluate category: microwave
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.03s).
Accumulating evaluation results...
DONE (t=0.22s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.587
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.782
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.675
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.469
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 ] = 0.618
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.643
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 ] = 0.720
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.571
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.697
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.784
evaluate category: oven
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.73s).
Accumulating evaluation results...
DONE (t=0.39s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.379
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.600
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.388
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.032
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.268
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.469
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.440
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.605
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.614
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.129
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.505
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.712
evaluate category: toaster
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.57s).
Accumulating evaluation results...
DONE (t=0.13s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.242
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.337
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.266
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 ] = 0.202
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.510
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 ] = 0.539
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 ] = 0.436
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 ] = 0.650
evaluate category: sink
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.74s).
Accumulating evaluation results...
DONE (t=0.55s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.365
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.570
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.381
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.177
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.423
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.461
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.397
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 ] = 0.573
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 ] = 0.621
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.734
evaluate category: refrigerator
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=0.35s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.522
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.698
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.576
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.120
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.289
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.594
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.579
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.694
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.695
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.233
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.491
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=15.90s).
Accumulating evaluation results...
DONE (t=1.25s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.109
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.249
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.078
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.106
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.141
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 ] = 0.078
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.226
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.331
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.257
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.481
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.600
evaluate category: clock
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=0.58s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.482
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.716
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.543
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.356
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.593
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.567
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 ] = 0.599
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 ] = 0.482
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 ] = 0.749
evaluate category: vase
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.86s).
Accumulating evaluation results...
DONE (t=0.53s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.375
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.530
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.413
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.161
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.393
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.610
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.305
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 ] = 0.582
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 ] = 0.638
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.795
evaluate category: scissors
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.25s).
Accumulating evaluation results...
DONE (t=0.28s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.261
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.404
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.278
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.110
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.343
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.379
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 ] = 0.425
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.442
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.197
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.528
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.643
evaluate category: teddy bear
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=3.32s).
Accumulating evaluation results...
DONE (t=0.39s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.416
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.627
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.436
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.142
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.393
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.545
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.312
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.549
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.632
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 ] = 0.612
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.759
evaluate category: hair drier
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=1.68s).
Accumulating evaluation results...
DONE (t=0.15s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.035
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.078
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.031
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.081
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.078
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.040
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.183
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.359
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.366
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.311
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.385
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.440
evaluate category: toothbrush
Running per image evaluation...
useSegm (deprecated) is not None. Running bbox evaluation
Evaluate annotation type *bbox*
DONE (t=2.50s).
Accumulating evaluation results...
DONE (t=0.32s).
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.159
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.319
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.135
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.088
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.308
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.260
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.151
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.329
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.357
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.220
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.560
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.550
overall performance
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.397
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.580
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.428
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.214
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.431
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.525
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.330
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.537
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.571
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 ] = 0.625
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.743
Done (t=608.57s)
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