# YOLO-NPK: A Lightweight Deep Network for Lettuce Nutrient Deficiency Classification Based on Improved YOLOv8 Nano

> Research article (ECSA 2023, 2023) · cited 11× · AI/ML

**Wikidata**: [openalex:W4390231163](https://www.wikidata.org/wiki/openalex:W4390231163)  
**Source**: https://4ort.xyz/entity/yolo-npk-a-lightweight-deep-network-for-lettuce-nutrient-deficiency-classification-based-on-improved-yolov8-nano