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 1 HC-MobileNetV3网络配置

Tab.1 HC-MobileNetV3 network configuration

序号 输入特征尺寸 操作类型 e c SE 激活函数 s 0 6402×3 Conv2d — 16 — HS 2 1 3202×16 bneck, 3×3 16 16 — RE 1 2 3202×16 bneck, 3×3 64 24 — RE 2 3 1602×24 bneck, 3×3 72 24 — RE 1 4 1602×24 bneck, 5×5 72 40 + RE 2 5 802×40 bneck, 5×5 120 40 + RE 1 6 802×40 bneck, 5×5 120 40 + RE 1 7 802×40 bneck, 3×3 240 80 — HS 2 8 402×80 bneck, 3×3 200 80 — HS 1 9 402×80 bneck, 3×3 184 80 — HS 1 10 402×80 bneck, 3×3 184 80 — HS 1 11 402×80 bneck, 3×3 480 112 + HS 1 12 402×112 SC-bneck, 3×3 672 112 + HS 1 13 402×112 SC-bneck, 5×5 672 160 + HS 2 14 202×160 SC-bneck, 5×5 960 160 + HS 1 15 202×160 SC-bneck, 5×5 960 160 + HS 1