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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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主要な著者: Lili Fu, Shijun Li, Yu Sun, Ye Mu, Tianli Hu, He Gong
フォーマット: Artigo
言語:Inglês
出版事項: Frontiers Media S.A. 2022-05-01
シリーズ:Frontiers in Plant Science
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オンライン・アクセス:https://www.frontiersin.org/articles/10.3389/fpls.2022.831219/full
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