Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Langenkämper, Daniel, Simon-Lledó, Erik, Hosking, Brett, Jones, Daniel O. B., Nattkemper, Tim W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6561570/
https://www.ncbi.nlm.nih.gov/pubmed/31188894
http://dx.doi.org/10.1371/journal.pone.0218086