DFCANet: A Novel Lightweight Convolutional Neural Network Model for Corn Disease Identification

DFCANet: A Novel Lightweight Convolutional Neural Network Model for Corn Disease Identification

The identification of corn leaf diseases in a real field environment faces several difficulties, such as complex background disturbances, variations and irregularities in the lesion areas, and large intra-class and small inter-class disparities. Traditional Convolutional Neural Network (CNN) models...

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Bibliographic Details
Main Authors: Yang Chen, Xiaoyulong Chen, Jianwu Lin, Renyong Pan, Tengbao Cao, Jitong Cai, Dianzhi Yu, Tomislav Cernava, Xin Zhang
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Agriculture
Subjects:
corn leaf disease
real scene
lightweight model
DFCANet
Online Access:https://www.mdpi.com/2077-0472/12/12/2047

Internet

https://www.mdpi.com/2077-0472/12/12/2047

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