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Deep learning with self-supervision and uncertainty regularization to count fish in underwater images

Effective conservation actions require effective population monitoring. However, accurately counting animals in the wild to inform conservation decision-making is difficult. Monitoring populations through image sampling has made data collection cheaper, wide-reaching and less intrusive but created a...

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Detalles Bibliográficos
Autores principales: Tarling, Penny, Cantor, Mauricio, Clapés, Albert, Escalera, Sergio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9067705/
https://www.ncbi.nlm.nih.gov/pubmed/35507631
http://dx.doi.org/10.1371/journal.pone.0267759

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