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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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Bibliografiske detaljer
Principais autores: Lili Fu, Shijun Li, Yu Sun, Ye Mu, Tianli Hu, He Gong
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2022-05-01
Serier:Frontiers in Plant Science
Fag:
Online adgang:https://www.frontiersin.org/articles/10.3389/fpls.2022.831219/full
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