Identification of sweetpotato virus disease-infected leaves from field images using deep learning

Identification of sweetpotato virus disease-infected leaves from field images using deep learning

IntroductionSweetpotato virus disease (SPVD) is widespread and causes significant economic losses. Current diagnostic methods are either costly or labor-intensive, limiting both efficiency and scalability.MethodsThe segmentation algorithm proposed in this study can rapidly and accurately identify SP...

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Main Authors: Ziyu Ding, Fanguo Zeng, Haifeng Li, Jianyu Zheng, Junzhi Chen, Biao Chen, Wenshan Zhong, Xuantian Li, Zhangying Wang, Lifei Huang, Xuejun Yue
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-11-01
Series:Frontiers in Plant Science
Subjects:
sweetpotato
virus disease
deep learning
RGB image
semantic segmentation
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2024.1456713/full
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https://www.frontiersin.org/articles/10.3389/fpls.2024.1456713/full

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