Few-shot crop disease recognition using sequence- weighted ensemble model-agnostic meta-learning

Diseases pose significant threats to crop production, leading to substantial yield reductions and jeopardizing global food security. Timely and accurate detection of crop diseases is essential for ensuring sustainable agricultural development and effective crop management. While deep learning-based...

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Bibliographic Details
Main Authors: Junlong Li, Quan Feng, Junqi Yang, Jianhua Zhang, Sen Yang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Plant Science
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Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2025.1615873/full
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