基于HMARU-net的隧道渗漏水轻量化检测方法

武晓春,郭宁

Lightweight detection method of water leakage in tunnel based on HMARU-net

Xiaochun WU,Ning GUO

表 5 主干网络的对比

Tab.5 Comparison of backbone network

主干网络 mIOU/% mPA/% acc/% Np/106 FLOPs/109 v/(帧·s-1) VGG16 81.35 90.06 97.65 24.891 705.738 14.83 MobilenetV2 81.79 90.62 97.70 3.449 12.272 104.01 MobilenetV3 83.28 91.31 97.94 3.295 8.588 96.883 MobilenetV4M 82.00 91.26 97.71 11.078 36.220 81.23 Ghostnet 83.17 91.16 97.93 2.999 7.372 78.36 HC-MobileNetV3 84.18 92.59 98.04 3.325 8.651 91.521