Advancing plant leaf disease detection integrating machine learning and deep learning

Advancing plant leaf disease detection integrating machine learning and deep learning

Abstract Conventional techniques for identifying plant leaf diseases can be labor-intensive and complicated. This research uses artificial intelligence (AI) to propose an automated solution that improves plant disease detection accuracy to overcome the difficulty of the conventional methods. Our pro...

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Bibliographic Details
Main Authors: R. Sujatha, Sushil Krishnan, Jyotir Moy Chatterjee, Amir H. Gandomi
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Deep learning (DL)
Machine learning (ML)
Plant leaf disease detection
Convolutional neural networks (CNNs)
Feature extraction
Classification
Online Access:https://doi.org/10.1038/s41598-024-72197-2
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https://doi.org/10.1038/s41598-024-72197-2

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