Measuring inter-individual differences in behavioural types of gilthead seabreams in the laboratory using deep learning

Deep learning allows us to automatize the acquisition of large amounts of behavioural animal data with applications for fisheries and aquaculture. In this work, we have trained an image-based deep learning algorithm, the Faster R-CNN (Faster region-based convolutional neural network), to automatical...

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Bibliographic Details
Main Authors: Marco Signaroli, Arancha Lana, Martina Martorell-Barceló, Javier Sanllehi, Margarida Barcelo-Serra, Eneko Aspillaga, Júlia Mulet, Josep Alós
Format: Article
Language:English
Published: PeerJ Inc. 2022-05-01
Series:PeerJ
Subjects:
Online Access:https://peerj.com/articles/13396.pdf