Optimization of convolutional neural network hyperparameters for automatic classification of adult mosquitoes

The economic and social impacts due to diseases transmitted by mosquitoes in the latest years have been significant. Currently, no specific treatment or commercial vaccine exists for the control and prevention of arboviruses, thereby making entomological characterization fundamental in combating dis...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:PLoS One
Prif Awduron: Motta, Daniel, Santos, Alex Álisson Bandeira, Machado, Bruna Aparecida Souza, Ribeiro-Filho, Otavio Gonçalvez Vicente, Camargo, Luis Octavio Arriaga, Valdenegro-Toro, Matias Alejandro, Kirchner, Frank, Badaró, Roberto
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Public Library of Science 2020
Pynciau:
Research Article
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC7360088/
https://ncbi.nlm.nih.gov/pubmed/32663230
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0234959
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