基于改进YOLOv5s网络的绝缘子缺陷检测
李运堂,张坤,李恒杰,朱文凯,金杰,章聪,王冰清,OPPONGFrancis

Insulator defect detection based on improved YOLOv5s network
Yuntang LI,Kun ZHANG,Hengjie LI,Wenkai ZHU,Jie JIN,Cong ZHANG,Bingqing WANG,Francis OPPONG
表 4 多种注意力机制对模型性能影响的实验结果
Tab.4 Experimental results on impact of various attention mechanisms on model performance
网络MmAP/%FPS/(帧·s−1)
常规YOLOv5s702502386.164.1
TA703451386.463.7
SE706019186.963.3
CBAM707015387.362.5