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On the impact of Citizen Science-derived data quality on deep learning based classification in marine images

The evaluation of large amounts of digital image data is of growing importance for biology, including for the exploration and monitoring of marine habitats. However, only a tiny percentage of the image data collected is evaluated by marine biologists who manually interpret and annotate the image con...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Langenkämper, Daniel, Simon-Lledó, Erik, Hosking, Brett, Jones, Daniel O. B., Nattkemper, Tim W.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6561570/
https://ncbi.nlm.nih.gov/pubmed/31188894
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0218086
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