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 3 ShuffleNetv2不同的输出通道数之间的测试结果

Tab.3 Test results of ShuffleNetv2 different output channels

网络模型 主干网络 mAP TT/h Ws /MB v /(帧·s−1) YOLOv3 ShuffleNetv2-0.5× 0.952 1.482 9.7 45 YOLOv3 ShuffleNetv2-1.0× 0.966 1.481 14.6 45 YOLOv3 ShuffleNetv2-1.5× 0.972 1.493 20.6 44 YOLOv3 ShuffleNetv2-2.0× 0.978 1.645 36.0 43