An advanced deep learning models-based plant disease detection: A review of recent research

An advanced deep learning models-based plant disease detection: A review of recent research

Plants play a crucial role in supplying food globally. Various environmental factors lead to plant diseases which results in significant production losses. However, manual detection of plant diseases is a time-consuming and error-prone process. It can be an unreliable method of identifying and preve...

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Bibliographic Details
Main Authors: Muhammad Shoaib, Babar Shah, Shaker EI-Sappagh, Akhtar Ali, Asad Ullah, Fayadh Alenezi, Tsanko Gechev, Tariq Hussain, Farman Ali
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-03-01
Series:Frontiers in Plant Science
Subjects:
machine learning
deep learning
plant disease detection
image processing
convolutional neural networks
performance evaluation
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2023.1158933/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2023.1158933/full

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