基于改进YOLOv3的印刷电路板缺陷检测算法
卞佰成,陈田,吴入军,刘军
Improved YOLOv3-based defect detection algorithm for printed circuit board
Bai-cheng BIAN,Tian CHEN,Ru-jun WU,Jun LIU
表 8
对改进算法进行消融实验的结果
Tab.8
Results of ablation experiments of improved algorithms
ResNeSt
SPP
改进PANet
训练技巧
AP
0.5
/%
p
u
/%
—
—
—
—
81.42
—
√
—
—
√
92.72
11.3↑
√
√
—
√
93.25
0.53↑
√
√
√
√
98.42
4.17
↑