# Intelligent detection of fastener defects in ballastless tracks based on deep learning

> Research article (Automation in Construction, 2024) · cited 34× · AI/ML

**Wikidata**: [openalex:W4391001533](https://www.wikidata.org/wiki/openalex:W4391001533)  
**Source**: https://4ort.xyz/entity/intelligent-detection-of-fastener-defects-in-ballastless-tracks-based-on-deep-learning