A lightweight convolutional neural network for recognition of severity stages of maydis leaf blight disease of maize

A lightweight convolutional neural network for recognition of severity stages of maydis leaf blight disease of maize

Maydis leaf blight (MLB) of maize (Zea Mays L.), a serious fungal disease, is capable of causing up to 70% damage to the crop under severe conditions. Severity of diseases is considered as one of the important factors for proper crop management and overall crop yield. Therefore, it is quite essentia...

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Bibliographic Details
Main Authors: Md. Ashraful Haque, Sudeep Marwaha, Alka Arora, Chandan Kumar Deb, Tanuj Misra, Sapna Nigam, Karambir Singh Hooda
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-12-01
Series:Frontiers in Plant Science
Subjects:
maydis leaf blight disease
maize crop
disease severity stages
MDSD image database
convolutional neural network
inception module
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2022.1077568/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2022.1077568/full

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