Publication - Research and analysis

Automated video identification of marine species (AVIMS) - new application: report

Published: 3 November 2023
Directorate: Marine Directorate
Part of: Environment and climate change, Marine and fisheries
ISBN: 9781835215050

A commissioned report on the development of a web-based computer application for machine learning-based (semi-)automated analysis of underwater video footage obtained during the monitoring of aquatic environments.

Supporting documents

Abbreviations

AVIMS - Automated Video Identification of Marine Species

CNN - Convolutional Neural Network

GPU - Graphics Processing Unit

GUI - Graphical User Interface

mAP - Mean Average Precision

OS - Operating System

UEA - University of East Anglia

Contact

Email: craig.robinson@gov.scot

There is a problem

Thanks for your feedback

Was this helpful?

Yes

Your comments

Your feedback helps us to improve this website. Do not give any personal information because we cannot reply to you directly.

Choose a reason for your feedback

Your comments

Your feedback helps us to improve this website. Do not give any personal information because we cannot reply to you directly.

Yes, but

Choose a reason for your feedback

Your comments

Your feedback helps us to improve this website. Do not give any personal information because we cannot reply to you directly.

Information

Abbreviations

Contact

There is a problem