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 10 改进模型在硬件性能上的测试结果

Tab.10 Improved model test results on hardware performance

网络模型 主干网络 mAP TT /h Ws /MB v /(帧·s−1) tGPU /ms tCPU /ms YOLOv3 Darknet-53 0.990 4.104 246.6 41 22 170 YOLOv3 ShuffleNetv2-1.0× 0.992 1.594 15.1 44 15 58