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record_mAP.txt 1.71 KB
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byczyz 提交于 2024-05-13 22:51 . 提交了SSD的相关代码
COCO results:
Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.448
Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.721
Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.482
Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.099
Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.280
Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.521
Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.418
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 ] = 0.573
Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.166
Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.419
Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.641
mAP(IoU=0.5) for each category:
aeroplane : 0.8532360243584314
bicycle : 0.7496603797780927
bird : 0.7658478672087958
boat : 0.6079142920471263
bottle : 0.4986565020053691
bus : 0.8229568428349553
car : 0.7940868387465018
cat : 0.8800145761338203
chair : 0.5090524550010037
cow : 0.7344958411899583
diningtable : 0.5379541883401677
dog : 0.8230037525430133
horse : 0.7880475852689804
motorbike : 0.7879788462924051
person : 0.8351553291238482
pottedplant : 0.4420858247895347
sheep : 0.7466344247593008
sofa : 0.6627392793997164
train : 0.8380502070312741
tvmonitor : 0.7445168617489237
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