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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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Autori principali: Wei Shi, Jun Zhang, YunFan Fu, DanWei Chen, JianPing Zhu, ChunFeng Lv
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Portfolio 2025-07-01
Serie:Scientific Reports
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Accesso online:https://doi.org/10.1038/s41598-025-11201-9
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