# Image Data Assessment Approach for Deep Learning-Based Metal Surface Defect-Detection Systems

> Research article (IEEE Access, 2021) · cited 40× · AI/ML

**Wikidata**: [openalex:W3136431771](https://www.wikidata.org/wiki/openalex:W3136431771)  
**Source**: https://4ort.xyz/entity/image-data-assessment-approach-for-deep-learning-based-metal-surface-defect-detection-systems