Seabed Sediment Imagery from Side-Scan Sonar

Published: 4 November 2021| Version 2 | DOI: 10.17632/7xz8dkw42f.2
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Description

The experimental data are derived from the Klein 3000 side-scan sonar system. It was collected from the Taiwan Strait between 2012 and 2015. The side-scan raw data (data format is XTF) are parsed with SonarPro software.

Files

Steps to reproduce

First, the train set and test set are constructed by the cross-validation method. Second, the images and labels are fed into the target recognition network together for training. Finally, detection is performed. The example detection results use the YOLOv5-S model.

Institutions

Third Institute of Oceanography SOA

Categories

Ocean Sediment

License