# Efficient Detection of Apparent Defects in Subway Tunnel Linings Based on Deep Learning Methods

> Research article (Applied Sciences, 2024) · cited 11× · AI/ML

**Wikidata**: [openalex:W4402186762](https://www.wikidata.org/wiki/openalex:W4402186762)  
**Source**: https://4ort.xyz/entity/efficient-detection-of-apparent-defects-in-subway-tunnel-linings-based-on-deep-learning-methods