LCAMNet: a lightweight model for apple leaf disease classification in natural environments

Apple leaf diseases severely affect the quality and yield of apples, and accurate classification is crucial for reducing losses. However, in natural environments, the similarity between backgrounds and lesion areas makes it difficult for existing models to balance lightweight design and high accurac...

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Bibliographic Details
Main Authors: Yuanyuan Jiao, Honghui Li, Xueliang Fu, Buyu Wang, Kaiwen Hu, Shuncheng Zhou, Daoqi Han
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Plant Science
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Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2025.1626569/full
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