Toward Generalization of Deep Learning-Based Plant Disease Identification Under Controlled and Field Conditions

Toward Generalization of Deep Learning-Based Plant Disease Identification Under Controlled and Field Conditions

Identifying corn diseases under field conditions is crucial for implementing effective disease management systems. Deep learning (DL)-based plant disease identification using deep neural networks (DNN) has been successfully implemented in recent years. Recent work suggests DL models trained on lab-a...

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Bibliographic Details
Main Authors: Aanis Ahmad, Aly El Gamal, Dharmendra Saraswat
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Deep learning
disease identification
generalization
image classification
Online Access:https://ieeexplore.ieee.org/document/10026479/

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