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 1 融入混合域注意力机制的MobileNetv3网络结构（ECSMv3）

Tab.1 MobileNetv3 network architecture with mixed domain attention mechanism

层级名称 Input Out Numbers Activation Function Attention Conv2D_BN_ hard-swish 4162×3 2082×16 1 hard-swish 否 Bneck_block 2082×16 2082×16 1 relu 否 Bneck_block 2082×16 1042×24 2 relu 否 Bneck_block 1042×24 522×40 3 relu 是 Bneck_block 522×40 262×112 6 hard-swish 是 Bneck_block 262×112 132×160 3 hard-swish 是