基于改进YOLOv5s网络的绝缘子缺陷检测

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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 3 Hard-Swish激活函数实验结果

Tab.3 Experiment results of Hard-Swish activation function

方法 层1 层3 层5 层7 mAP/% FPS/(帧·s−1) HS0 — — — — 86.1 64.1 HS1 √ — — — 85.7 64.1 HS2 — √ — — 86.2 64.2 HS3 — √ √ — 86.4 64.4 HS4 — √ √ √ 86.6 64.5