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Identification of apple leaf disease via novel attention mechanism based convolutional neural network

INTRODUCTION: The identification of apple leaf diseases is crucial for apple production. METHODS: To assist farmers in promptly recognizing leaf diseases in apple trees, we propose a novel attention mechanism. Building upon this mechanism and MobileNet v3, we introduce a new deep learning network. R...

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Detalles Bibliográficos
Autores principales: Cheng, Hebin, Li, Heming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10619150/
https://www.ncbi.nlm.nih.gov/pubmed/37920720
http://dx.doi.org/10.3389/fpls.2023.1274231