Ensuring Food Security and Biodiversity: A Novel Convolutional Neural Network (CNN) for Early Detection of Plant Disease in Precision Agriculture

Ensuring Food Security and Biodiversity: A Novel Convolutional Neural Network (CNN) for Early Detection of Plant Disease in Precision Agriculture

Conventional disease detection methods in agriculture are constrained by the presence of personal opinions and the amount of work required, which hinder broad-scale disease monitoring. This study aims to overcome these difficulties by introducing a biosensor-assisted deep learning system that improv...

Full description

Saved in:
Bibliographic Details
Main Authors: Md Jiabul Hoque, Md. Saiful Islam, Mahadi Hassan, Mohammad Minhazul Islam
Format: Article
Language:English
Published: MDPI AG 2024-05-01
Series:Proceedings
Subjects:
plant disease detection
leaf pathology
convolutional neural networks
transfer learning
deep learning
Online Access:https://www.mdpi.com/2504-3900/104/1/5
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://www.mdpi.com/2504-3900/104/1/5

Similar Items