Lightweight detection and segmentation of crayfish parts using an improved YOLOv11n segmentation model

Abstract Crayfish sub-part processing requires high precision and efficiency in complex environments; however, current methods often fail to effectively handle small anatomical structures and are unsuitable for edge-device deployment. We propose YOLOv11nDHBC, a lightweight detection and segmentation...

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Váldodahkkit:	Wei Shi, Jun Zhang, YunFan Fu, DanWei Chen, JianPing Zhu, ChunFeng Lv
Materiálatiipa:	Artigo
Giella:	Inglês
Almmustuhtton:	Nature Portfolio 2025-07-01
Ráidu:	Scientific Reports
Fáttát:	Crayfish Deep processing Detection segmentation Improved YOLOv11n-Seg Lightweighting
Liŋkkat:	https://doi.org/10.1038/s41598-025-11201-9
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