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record_mAP.txt
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COCO results:
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.526
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.804
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.586
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.211
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.403
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.580
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.454
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.639
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.646
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.347
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 ] = 0.693
mAP(IoU=0.5) for each category:
aeroplane : 0.8759546352558178
bicycle : 0.8554609242543677
bird : 0.8434943725365999
boat : 0.6753024837855667
bottle : 0.7185899054232459
bus : 0.8691082170432654
car : 0.8771002682431779
cat : 0.9169138943375639
chair : 0.6403466317122392
cow : 0.8285552434280278
diningtable : 0.6437938565684241
dog : 0.8745793980119227
horse : 0.8718238708874728
motorbike : 0.8910672301923952
person : 0.9047338725598096
pottedplant : 0.5808810399193133
sheep : 0.86045368568359
sofa : 0.7239390963388067
train : 0.8652277764020805
tvmonitor : 0.7683550206571649