Deep Learning Based Mobile Application for Automated Plant Disease Detection

Deep Learning Based Mobile Application for Automated Plant Disease Detection

Plant diseases remain a significant threat to global agriculture, necessitating rapid and accurate detection to minimize crop loss. This paper presents a lightweight, end-to-end system for plant leaf disease detection and severity estimation, optimized for real-time field deployment. We propose a cu...

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Bibliographic Details
Main Authors: B. Ramana Reddy, Gauri Kalnoor, Mudigonda Devashish, Palagiri Sai Karthik Reddy
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Plant disease detection
disease severity estimation
convolutional neural networks (CNN)
mobile application
image processing
deep learning
Online Access:https://ieeexplore.ieee.org/document/11039794/
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