# A surface defect detection method for steel pipe based on improved YOLO

> Research article (Mathematical Biosciences & Engineering, 2024) · cited 10× · AI/ML

**Wikidata**: [openalex:W4391405716](https://www.wikidata.org/wiki/openalex:W4391405716)  
**Source**: https://4ort.xyz/entity/a-surface-defect-detection-method-for-steel-pipe-based-on-improved-yolo