Task-Specific YOLO Optimization for Railway Tunnel Cracks and Water Leakage: Benchmarking and Lightweight Enhancement

Computers, materials & continua/Computers, materials & continua (Print) 2026 Open access

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Authors: Yang Lei, Kangshuo Zhu, Bo Jiang, Yaodong Wang, Feiyu Jia, Zhaoning Wang, Falin Qi, Qiming Qu
DOI: 10.32604/cmc.2026.077314
Cited by: 1

Abstract

The safe operation of railway systems necessitates efficient and automated inspection of tunnel defects. While deep learning offers solutions, a clear pathway for selecting and optimizing the latest object detectors for disti... | Find, read and cite all the research you need on Tech Science Press

Fields of Study & Subjects

Infrastructure Maintenance and Monitoring Railway Engineering and Dynamics Advanced Neural Network Applications

Publication details

Journal / source
Computers, materials & continua/Computers, materials & continua (Print)
Publisher
Tech Science Press
Volume
87
Issue
3
Pages
1–10
Publication date
1 January 2026
Language
EN