Deep learning method for cucumber disease detection in complex environments for new agricultural productivity

Abstract Cucumber disease detection under complex agricultural conditions faces significant challenges due to multi-scale variation, background clutter, and hardware limitations. This study proposes YOLO-Cucumber, an improved lightweight detection algorithm based on YOLOv11n, incorporating four key...

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Bibliographic Details
Main Authors: Jun Liu, Xuewei Wang, Qian Chen, Peng Yan, Xin Liu
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BMC Plant Biology
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Online Access:https://doi.org/10.1186/s12870-025-06841-y
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