# Application of lightweight YOLOv5 for walnut kernel grade classification and endogenous foreign body detection

> Research article (Journal of Food Composition and Analysis, 2024) · cited 14× · AI/ML

**Wikidata**: [openalex:W4390546254](https://www.wikidata.org/wiki/openalex:W4390546254)  
**Source**: https://4ort.xyz/entity/application-of-lightweight-yolov5-for-walnut-kernel-grade-classification-and-endogenous-foreign-body-detection