# Research on Deep Learning Model Enhancements for PCB Surface Defect Detection

> Research article (Electronics, 2024) · cited 11× · AI/ML

**Wikidata**: [openalex:W4404694481](https://www.wikidata.org/wiki/openalex:W4404694481)  
**Source**: https://4ort.xyz/entity/research-on-deep-learning-model-enhancements-for-pcb-surface-defect-detection