YOLOV8-CMS: a high-accuracy deep learning model for automated citrus leaf disease classification and grading

Abstract Background Citrus leaf diseases significantly affect production efficiency and fruit quality in the citrus industry. To effectively identify and classify citrus leaf diseases, this study proposed a classification approach leveraging deep learning techniques (YOLOV8 equipped with CSPPC, Mult...

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Bibliographic Details
Main Authors: Hongyan Zhu, Dani Wang, Yuzhen Wei, Pengcheng Wang, Min Su
Format: Article
Language:English
Published: BMC 2025-06-01
Series:Plant Methods
Subjects:
Online Access:https://doi.org/10.1186/s13007-025-01396-3
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