Automatic single fish detection with a commercial echosounder using YOLO v5 and its application for echosounder calibration

Nowadays, most fishing vessels are equipped with high-resolution commercial echo sounders. However, many instruments cannot be calibrated and missing data occur frequently. These problems impede the collection of acoustic data by commercial fishing vessels, which are necessary for species classifica...

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Bibliographic Details
Main Authors: Jianfeng Tong, Weiqi Wang, Minghua Xue, Zhenhong Zhu, Jun Han, Siqian Tian
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-06-01
Series:Frontiers in Marine Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2023.1162064/full