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 7 不同模型的对比实验结果

Tab.7 Comparative experimental result of different models

模型 mIOU/% mPA/% acc/% Np/106 FLOPs/109 v/(帧·s-1) Deeplabv3+ 77.90 86.80 97.16 54.709 260.688 29.680 PSPnet 79.87 87.26 97.53 46.707 184.982 42.710 U-net 81.35 90.06 97.65 24.891 705.738 14.830 Segformer 77.39 87.32 97.01 3.715 21.152 61.730 文献23 77.60 91.47 96.75 5.813 82.604 69.253 TR-Unet 83.94 91.38 98.06 26.360 762.284 7.356 文献24 79.44 89.77 97.28 11.720 75.729 69.522 HMARU-net 86.00 93.07 98.33 3.134 6.872 78.967