# Automated defect inspection system for metal surfaces based on deep learning and data augmentation

> Research article (Journal of Manufacturing Systems, 2020) · cited 256× · AI/ML

**Wikidata**: [openalex:W3024889357](https://www.wikidata.org/wiki/openalex:W3024889357)  
**Source**: https://4ort.xyz/entity/automated-defect-inspection-system-for-metal-surfaces-based-on-deep-learning-and-data-augmentation