Potentials and limitations in the application of Convolutional Neural Networks for mosquito species identification using wing images.

This study addresses the pressing global health burden of mosquito-borne diseases by investigating the application of Convolutional Neural Networks (CNNs) for mosquito species identification using wing images. Conventional identification methods are hampered by the need for significant expertise and...

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Principais autores:	Kristopher Nolte, Jan Baumbach, Christian Lins, Jens Johann Georg Lohmann, Philip Kollmannsberger, Felix Gregor Sauer, Renke Lühken
格式:	Artigo
語言:	Inglês
出版:	Public Library of Science (PLoS) 2025-09-01
叢編:	PLoS Computational Biology
在線閱讀:	https://doi.org/10.1371/journal.pcbi.1013435
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