Classification of Plant Leaf Disease Recognition Based on Self-Supervised Learning

Classification of Plant Leaf Disease Recognition Based on Self-Supervised Learning

Accurate identification of plant diseases is a critical task in agricultural production. The existing deep learning crop disease recognition methods require a large number of labeled images for training, limiting the implementation of large-scale detection. To overcome this limitation, this study ex...

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Bibliographic Details
Main Authors: Yuzhi Wang, Yunzhen Yin, Yaoyu Li, Tengteng Qu, Zhaodong Guo, Mingkang Peng, Shujie Jia, Qiang Wang, Wuping Zhang, Fuzhong Li
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Agronomy
Subjects:
plant disease recognition
self-supervised learning
deep learning
masked autoencoder
attention mechanism
Online Access:https://www.mdpi.com/2073-4395/14/3/500

Internet

https://www.mdpi.com/2073-4395/14/3/500

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