Hybrid attention transformer integrated YOLOV8 for fruit ripeness detection

Abstract The complexity of the outdoor orchard environment, especially the changes in light intensity and the shadows generated by fruit clusters, present challenges in the identification and classification of mature fruits. To solve these problems, this paper proposes an innovative fruit recognitio...

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Bibliographic Details
Main Authors: Jianyin Tang, Zhenglin Yu, ChangShun Shao
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-04184-0
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