# Automated defect detection and classification in ashlar masonry walls using machine learning

> Research article (Automation in Construction, 2019) · cited 171× · AI/ML

**Wikidata**: [openalex:W2952759402](https://www.wikidata.org/wiki/openalex:W2952759402)  
**Source**: https://4ort.xyz/entity/automated-defect-detection-and-classification-in-ashlar-masonry-walls-using-machine-learning