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Table 2 Experimental comparison results

From: Research on Chinese traditional opera costume recognition based on improved YOLOv5

Models

mAP0.5

Time per frame/ms

Memory size/MB

SSD

0.745

53

92.2

Faster-RCNN

0.855

89

146

YOLOv3

0.79

59

231

YOLOv5m

0.852

33

40.2

YOLOv5s

0.832

24

13.7

YOLOv5-CBD

0.863

28

13.4