GrapeNet: A Lightweight Convolutional Neural Network Model for Identification of Grape Leaf Diseases

GrapeNet: A Lightweight Convolutional Neural Network Model for Identification of Grape Leaf Diseases

Most convolutional neural network (CNN) models have various difficulties in identifying crop diseases owing to morphological and physiological changes in crop tissues, and cells. Furthermore, a single crop disease can show different symptoms. Usually, the differences in symptoms between early crop d...

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Bibliographic Details
Main Authors: Jianwu Lin, Xiaoyulong Chen, Renyong Pan, Tengbao Cao, Jitong Cai, Yang Chen, Xishun Peng, Tomislav Cernava, Xin Zhang
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Agriculture
Subjects:
convolutional neural network
residual block
attention mechanism
grape leaf disease
Online Access:https://www.mdpi.com/2077-0472/12/6/887

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https://www.mdpi.com/2077-0472/12/6/887

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