FishNet: A Unified Embedding for Salmon Recognition

no code implementations • 20 Oct 2020 • Bjørn Magnus Mathisen, Kerstin Bach, Espen Meidell, Håkon Måløy, Edvard Schreiner Sjøblom

In this paper we propose FishNet, based on a deep learning technique that has been successfully used for identifying humans, to identify salmon. We create a dataset of labeled fish images and then test the performance of the FishNet architecture.

Learning similarity measures from data

no code implementations • 15 Jan 2020 • Bjørn Magnus Mathisen, Agnar Aamodt, Kerstin Bach, Helge Langseth

The main motivation for this work is to automate the construction of similarity measures using machine learning, while keeping training time as low as possible.

BIG-bench Machine Learning Clustering +1

Decision Support Systems in Fisheries and Aquaculture: A systematic review

no code implementations • 25 Nov 2016 • Bjørn Magnus Mathisen, Peter Haro, Bård Hanssen, Sara Björk, Ståle Walderhaug

We provide an analysis of the research done in the studies collected.