# A survey of real-time surface defect inspection methods based on deep learning

> Research article (Artificial Intelligence Review, 2023) · cited 78× · AI/ML

**Wikidata**: [openalex:W4366687390](https://www.wikidata.org/wiki/openalex:W4366687390)  
**Source**: https://4ort.xyz/entity/a-survey-of-real-time-surface-defect-inspection-methods-based-on-deep-learning