# Defect detection of printed circuit board assembly based on YOLOv5

> Research article (Scientific Reports, 2024) · cited 27× · AI/ML

**Wikidata**: [openalex:W4401729026](https://www.wikidata.org/wiki/openalex:W4401729026)  
**Source**: https://4ort.xyz/entity/defect-detection-of-printed-circuit-board-assembly-based-on-yolov5