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Whale counting in satellite and aerial images with deep learning

Despite their interest and threat status, the number of whales in world’s oceans remains highly uncertain. Whales detection is normally carried out from costly sighting surveys, acoustic surveys or through high-resolution images. Since deep convolutional neural networks (CNNs) are achieving great pe...

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Detalles Bibliográficos
Autores principales: Guirado, Emilio, Tabik, Siham, Rivas, Marga L., Alcaraz-Segura, Domingo, Herrera, Francisco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6776647/
https://www.ncbi.nlm.nih.gov/pubmed/31582780
http://dx.doi.org/10.1038/s41598-019-50795-9