Application of convolutional neural networks for classification of adult mosquitoes in the field.

Dengue, chikungunya and Zika are arboviruses transmitted by mosquitos of the genus Aedes and have caused several outbreaks in world over the past ten years. Morphological identification of mosquitos is currently restricted due to the small number of adequately trained professionals. We implemented a...

Full description

Bibliographic Details
Main Authors: Daniel Motta, Alex Álisson Bandeira Santos, Ingrid Winkler, Bruna Aparecida Souza Machado, Daniel André Dias Imperial Pereira, Alexandre Morais Cavalcanti, Eduardo Oyama Lins Fonseca, Frank Kirchner, Roberto Badaró
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0210829