A lightweight MHDI-DETR model for detecting grape leaf diseases

A lightweight MHDI-DETR model for detecting grape leaf diseases

Accurate diagnosis of grape leaf diseases is critical in agricultural production, yet existing detection techniques face challenges in achieving model lightweighting while ensuring high accuracy. In this study, a real-time, end-to-end, lightweight grape leaf disease detection model, MHDI-DETR, based...

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Bibliographic Details
Main Authors: Zilong Fu, Lifeng Yin, Can Cui, Yi Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-12-01
Series:Frontiers in Plant Science
Subjects:
RT-DETR
target detection
grapevine leaf disease
lightweighting model
deep learning
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2024.1499911/full
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