A deep learning based approach for automated plant disease classification using vision transformer

Abstract Plant disease can diminish a considerable portion of the agricultural products on each farm. The main goal of this work is to provide visual information for the farmers to enable them to take the necessary preventive measures. A lightweight deep learning approach is proposed based on the Vi...

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Bibliographic Details
Main Authors: Yasamin Borhani, Javad Khoramdel, Esmaeil Najafi
Format: Article
Language:English
Published: Nature Portfolio 2022-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-15163-0