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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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Bibliographische Detailangaben
Veröffentlicht in:PLoS One
Hauptverfasser: Ordoñez, Alba, Eikvil, Line, Salberg, Arnt-Børre, Harbitz, Alf, Murray, Sean Meling, Kampffmeyer, Michael C.
Format: Artigo
Sprache:Inglês
Veröffentlicht: Public Library of Science 2020
Schlagworte:
Online Zugang: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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