Classification and localization of maize leaf spot disease based on weakly supervised learning

Classification and localization of maize leaf spot disease based on weakly supervised learning

Precisely discerning disease types and vulnerable areas is crucial in implementing effective monitoring of crop production. This forms the basis for generating targeted plant protection recommendations and automatic, precise applications. In this study, we constructed a dataset comprising six types...

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Bibliographic Details
Main Authors: Shuai Yang, Ziyao Xing, Hengbin Wang, Xiang Gao, Xinrui Dong, Yu Yao, Runda Zhang, Xiaodong Zhang, Shaoming Li, Yuanyuan Zhao, Zhe Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-05-01
Series:Frontiers in Plant Science
Subjects:
deep learning
crop diseases
interpretable AI
image classification
weakly supervised learning
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2023.1128399/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2023.1128399/full

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