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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Detalles Bibliográficos
Autores principales: Ordoñez, Alba, Eikvil, Line, Salberg, Arnt-Børre, Harbitz, Alf, Murray, Sean Meling, Kampffmeyer, Michael C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7304622/
https://www.ncbi.nlm.nih.gov/pubmed/32559222
http://dx.doi.org/10.1371/journal.pone.0235013

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7304622/
https://www.ncbi.nlm.nih.gov/pubmed/32559222
http://dx.doi.org/10.1371/journal.pone.0235013

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