An Improved YOLOv8n-Based Method for Detecting Rice Shelling Rate and Brown Rice Breakage Rate

An Improved YOLOv8n-Based Method for Detecting Rice Shelling Rate and Brown Rice Breakage Rate

Accurate and real-time detection of rice shelling rate (SR) and brown rice breakage rate (BR) is crucial for intelligent hulling sorting but remains challenging because of small grain size, dense adhesion, and uneven illumination causing missed detections and blurred boundaries in traditional YOLOv8...

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Bibliographic Details
Main Authors: Zhaoyun Wu, Yehao Zhang, Zhongwei Zhang, Fasheng Shen, Li Li, Xuewu He, Hongyu Zhong, Yufei Zhou
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Agriculture
Subjects:
paddy grains
lightweight detection
YOLOv8n
shelling rate
brown rice breakage rate
Online Access:https://www.mdpi.com/2077-0472/15/15/1595
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