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A multitask model for realtime fish detection and segmentation based on YOLOv5

The accuracy of fish farming and real-time monitoring are essential to the development of “intelligent” fish farming. Although the existing instance segmentation networks (such as Maskrcnn) can detect and segment the fish, most of them are not effective in real-time monitoring. In order to improve t...

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Detalles Bibliográficos
Autores principales: Liu, QinLi, Gong, Xinyao, Li, Jiao, Wang, Hongjie, Liu, Ran, Liu, Dan, Zhou, Ruoran, Xie, Tianyu, Fu, Ruijie, Duan, Xuliang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10280594/
https://www.ncbi.nlm.nih.gov/pubmed/37346717
http://dx.doi.org/10.7717/peerj-cs.1262