Plant disease recognition datasets in the age of deep learning: challenges and opportunities

Although plant disease recognition has witnessed a significant improvement with deep learning in recent years, a common observation is that current deep learning methods with decent performance tend to suffer in real-world applications. We argue that this illusion essentially comes from the fact tha...

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Bibliographic Details

Published in:	Frontiers in Plant Science
Main Authors:	Mingle Xu, Ji-Eun Park, Jaehwan Lee, Jucheng Yang, Sook Yoon
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2024-09-01
Subjects:	plant disease recognition deep learning dataset making smart agriculture precision agriculture
Online Access:	https://www.frontiersin.org/articles/10.3389/fpls.2024.1452551/full