Generalised deep learning model for semi-automated length measurement of fish in stereo-BRUVS

Generalised deep learning model for semi-automated length measurement of fish in stereo-BRUVS

Assessing the health of fish populations relies on determining the length of fish in sample species subsets, in conjunction with other key ecosystem markers; thereby, inferring overall health of communities. Despite attempts to use artificial intelligence (AI) to measure fish, most measurement remai...

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Bibliographic Details
Main Authors: Daniel Marrable, Sawitchaya Tippaya, Kathryn Barker, Euan Harvey, Stacy L. Bierwagen, Mathew Wyatt, Scott Bainbridge, Marcus Stowar
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-06-01
Series:Frontiers in Marine Science
Subjects:
stereo-BRUVS
deep learning
automated fish length
photogrammetry
machine learning
cameras
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2023.1171625/full

Internet

https://www.frontiersin.org/articles/10.3389/fmars.2023.1171625/full

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