基于混合域注意力YOLOv4的输送带纵向撕裂多维度检测

李飞,胡坤,张勇,王文善,蒋浩

Multi-dimensional detection of longitudinal tearing of conveyor belt based on YOLOv4 of hybrid domain attention

Fei LI,Kun HU,Yong ZHANG,Wen-shan WANG,Hao JIANG

表 2 YOLOv4不同的主干网络之间的测试结果

Tab.2 Results of YOLOv4 different backbone networks

网络模型 主干网络 FLOPs/G Params/M mAP FPS/（frame·s−1） YOLOv4 CSPDarknet-53 59.765 63.943 0.939 31 YOLOv4 DenseNet-169 48.654 50.171 0.925 22 YOLOv4 ResNet-50 53.948 61.522 0.912 33 YOLOv4 VGG16 130.936 51.778 0.897 32 YOLOv4 MobileNetv3 26.115 39.570 0.953 33