基于改进YOLOv5s的护帮板异常检测方法研究

张旭辉,闫建星,麻兵,鞠佳杉,沈奇峰,吴雨佳

Research on abnormal detection method of side guard based on improved YOLOv5s

Xu-hui ZHANG,Jian-xing YAN,Bing MA,Jia-shan JU,Qi-feng SHEN,Yu-jia WU

表2 主干网络轻量化改进实验结果

Table 2 Experimental results of backbone network lightweight improvement

模型 T/% C/M v/(ms/帧) YOLOv5s 79.0 7.09 19.9 MobileNetv3_YOLOv5s 76.2 3.56 14.5 MNtCBAM_YOLOv5s 76.5 3.59 13.4 MNtNAM_YOLOv5s 77.0 3.56 12.6