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Explaining decisions of deep neural networks used for fish age prediction

Age-reading of fish otoliths (ear stones) is important for the sustainable management of fish resources. However, the procedure is challenging and requires experienced readers to carefully examine annual growth zones. In a recent study, convolutional neural networks (CNNs) have been demonstrated to...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Ordoñez, Alba, Eikvil, Line, Salberg, Arnt-Børre, Harbitz, Alf, Murray, Sean Meling, Kampffmeyer, Michael C.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7304622/
https://ncbi.nlm.nih.gov/pubmed/32559222
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0235013
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