# SMD LED chips defect detection using a YOLOv3-dense model

> Research article (Advanced Engineering Informatics, 2021) · cited 103× · AI/ML

**Wikidata**: [openalex:W3126281026](https://www.wikidata.org/wiki/openalex:W3126281026)  
**Source**: https://4ort.xyz/entity/smd-led-chips-defect-detection-using-a-yolov3-dense-model