A lightweight model for echo trace detection in echograms based on improved YOLOv8

Abstract With the rise of underwater unmanned platforms like unmanned boats, ROVs, and AUVs, there’s an increasing need for underwater detection technologies. Researchers have merged scientific echosounders with these platforms for biometric applications. However, current detection models are too pa...

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Bibliographic Details
Main Authors: Jungang Ma, Jianfeng Tong, Minghua Xue, Junfan Yao
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-82078-3
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