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Lightweight-Convolutional Neural Network for Apple Leaf Disease Identification

As a widely consumed fruit worldwide, it is extremely important to prevent and control disease in apple trees. In this research, we designed convolutional neural networks (CNNs) for five diseases that affect apple tree leaves based on the AlexNet model. First, the coarse-grained features of the dise...

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Detalles Bibliográficos
Autores principales: Fu, Lili, Li, Shijun, Sun, Yu, Mu, Ye, Hu, Tianli, Gong, He
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9171387/
https://www.ncbi.nlm.nih.gov/pubmed/35685005
http://dx.doi.org/10.3389/fpls.2022.831219