基于改进YOLOv7-tiny的铝型材表面缺陷检测方法
王浚银,文斌,沈艳军,张俊,王子豪
Surface defect detection method for aluminum profiles based on improved YOLOv7-tiny
Junyin WANG,Bin WEN,Yanjun SHEN,Jun ZHANG,Zihao WANG
表 4
SPPCSPC模块对比
Tab.4
Comparison of SPPCSPC modules
模型
mAP@0.5/%
Q
/10
6
FLOPs/10
9
1)注：括号内为模块参数量.
YOLOv7-tiny+SPPCSPC
90.5
7.27 (1.90)
1)
14.2
YOLOv7-tiny+SPPCSPC-S
88.9
6.62 (1.25)
13.7
YOLOv7-tiny+SPPCSPC-F
92.3
7.73 (2.36)
14.6