基于ShuffleNetv2-YOLOv3模型的静态手势实时识别方法
辛文斌,郝惠敏,卜明龙,兰媛,黄家海,熊晓燕

Static gesture real-time recognition method based on ShuffleNetv2-YOLOv3 model
Wen-bin XIN,Hui-min HAO,Ming-long BU,Yuan LAN,Jia-hai HUANG,Xiao-yan XIONG
表 6 使用CBAM注意力机制模块的测试结果
Tab.6 Test results of using CBAM attention mechanism module
网络模型 主干网络 mAP TT/h Ws /MB v /(帧·s−1)
YOLOv3 ShuffleNetv2-1.0× 0.966 1.481 14.6 45
YOLOv3+CBAM ShuffleNetv2-1.0× 0.982 1.534 15.1 44