Plant Leaf Disease Detection: Review Report

Plant leaf disease detection is a crucial aspect of precision agriculture and crop management, helping to prevent crop losses and improves yield quality.Plants are very essential in our life they provide source of energy and overcome the matter of global warming.Plant disease is notable risk of nutrition security.Therefore, timely detection of risk is important.Leaf disease detection using the machine learning is an approach.Machine learning offers a worthy approach for making a classy and automatic algorithm using Convolutional Neural Network (CNN), Artificial Intelligence (AI), Image Processing and video processing, voice processing, Natural Language Processing, etc.This review report provides the comparative analysis of the different machine learning algorithms of diagnosis of different leaf disease.

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Publication Details

Journal
International Journal of Science and Research (IJSR)
Published
2025-04-07
DOI
https://doi.org/10.21275/sr25403132253
Primary Topic
Smart Agriculture and AI
Type
article
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article

Plant Leaf Disease Detection: Review Report

M. K. Prasanna Kumar, Afrin Akhtar
International Journal of Science and Research (IJSR)
Smart Agriculture and AI
article

Plant Leaf Disease Detection: Review Report

M. K. Prasanna Kumar, Afrin Akhtar
article en

Abstract

Plant leaf disease detection is a crucial aspect of precision agriculture and crop management, helping to prevent crop losses and improves yield quality.Plants are very essential in our life they provide source of energy and overcome the matter of global warming.Plant disease is notable risk of nutrition security.Therefore, timely detection of risk is important.Leaf disease detection using the machine learning is an approach.Machine learning offers a worthy approach for making a classy and automatic algorithm using Convolutional Neural Network (CNN), Artificial Intelligence (AI), Image Processing and video processing, voice processing, Natural Language Processing, etc.This review report provides the comparative analysis of the different machine learning algorithms of diagnosis of different leaf disease.

International Journal of Science and Research (IJSR)Vol. 14(4)
Openalex Percentile: Top 95%
Smart Agriculture and AI
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