Enhanced YOLOv8 with lightweight and efficient detection head for for detecting rice leaf diseases

Abstract Detecting rice leaf diseases is essential for agricultural stability and crop health. However, the diversity of these diseases, their uneven distribution, and complex field environments create challenges for precise, multi-scale detection. While YOLO object detection algorithms show strong...

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Bibliographic Details
Main Authors: Bo Gan, Guolin Pu, Weiyin Xing, Lianfang Wang, Shu Liang
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-06843-8
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