Identification of leaf diseases in field crops based on improved ShuffleNetV2

Identification of leaf diseases in field crops based on improved ShuffleNetV2

Rapid and accurate identification and timely protection of crop disease is of great importance for ensuring crop yields. Aiming at the problems of large model parameters of existing crop disease recognition methods and low recognition accuracy in the complex background of the field, we propose a lig...

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Bibliographic Details
Main Authors: Hanmi Zhou, Jiageng Chen, Xiaoli Niu, Zhiguang Dai, Long Qin, Linshuang Ma, Jichen Li, Yumin Su, Qi Wu
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-03-01
Series:Frontiers in Plant Science
Subjects:
complex background
crop leaf disease
ShuffleNetV2
EDCA module
residual structure
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2024.1342123/full

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