A New Maturity Recognition Algorithm for Xinhui Citrus Based on Improved YOLOv8

Fuqin Deng, Zhenghong He,Lanhui Fu, Jianle Chen,Nannan Li, Weibiao Chen, Jialong Luo, Weilai Qiao, Jianfeng Hou, Yongkang Lu

Frontiers in plant science（2025）

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object detection,maturity detection,XinHui citrus,YOLOv8,CARAFE lightweight operator,multi-dimensional collaborative attention mechanism (MCA)

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