Toward improving precision and complexity of transformer-based cost-sensitive learning models for plant disease detection

Early and accurate detection of plant diseases is crucial for making informed decisions to increase the yield and quality of crops through the decision of appropriate treatments. This study introduces an automated system for early disease detection in plants that enhanced a lightweight model based o...

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Bibliographic Details

Published in:	Frontiers in Computer Science
Main Authors:	Manh-Tuan Do, Manh-Hung Ha, Duc-Chinh Nguyen, Oscal Tzyh-Chiang Chen
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-01-01
Subjects:	DNN transformer Ghost Conv SIoU loss function pre-trained quantization
Online Access:	https://www.frontiersin.org/articles/10.3389/fcomp.2024.1480481/full