基于深度学习的盾构隧道表观病害自动检测方法

王宝坤, 王如路, 陈锦剑, 潘越, 王鲁杰

Automatic Detection Method for Surface Diseases of Shield Tunnel Based on Deep Learning

WANG Baokun, WANG Rulu, CHEN Jinjian, PAN Yue, WANG Lujie

表1 消融实验评价指标

Tab.1 Evaluation index of ablation experiments

模型 P/% R/% I/% U-Net++ 92.26 81.92 80.86 ResNet50 88.38 78.64 72.19 SU-ResNet++ 95.72 85.86 81.34