An Improved YOLOv8-Based Method for Detecting Pests and Diseases on Cucumber Leaves in Natural Backgrounds

The accurate detection and identification of pests and diseases on cucumber leaves is a prerequisite for scientifically controlling such issues. To address the limited detection accuracy of existing models in complex and diverse natural backgrounds, this study proposes an improved deep learning netw...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Jiacong Xie, Xingliu Xie, Wu Xie, Qianxin Xie
Format:	Article
Language:	English
Published:	MDPI AG 2025-03-01
Subjects:	cucumber leaves pests and diseases YOLOv8 deformable convolution attention mechanism loss function
Online Access:	https://www.mdpi.com/1424-8220/25/5/1551