Publication - Research and analysis

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

Published: 3 November 2023
Directorate: Marine Directorate
Topic: 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

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Abbreviations

Contact

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