# Global contextual attention augmented YOLO with ConvMixer prediction heads for PCB surface defect detection

> Research article (Scientific Reports, 2023) · cited 95× · AI/ML

**Wikidata**: [openalex:W4380985972](https://www.wikidata.org/wiki/openalex:W4380985972)  
**Source**: https://4ort.xyz/entity/global-contextual-attention-augmented-yolo-with-convmixer-prediction-heads-for-pcb-surface-defect-detection