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

• Kristopher Nolte ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: kristopher.nolte@bnitm.de

  Affiliation Arbovirus and Entomology Department, Bernhard Nocht Institute for Tropical Medicine, Hamburg, Germany

  https://orcid.org/0000-0003-3444-7380

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• Jan Baumbach,

  Roles Supervision, Validation, Writing – review & editing

  Affiliation University of Hamburg, Institute for Computational Systems Biology, Hamburg, Germany

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• Christian Lins,

  Roles Conceptualization, Methodology, Supervision, Validation, Writing – review & editing

  Affiliation Department of Computer Science, Hamburg University of Applied Sciences, Hamburg, Germany

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• Jens Johann Georg Lohmann,

  Roles Formal analysis, Software, Visualization, Writing – review & editing

  Affiliation University of Hamburg, Institute for Computational Systems Biology, Hamburg, Germany

  https://orcid.org/0000-0001-7463-5971

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• Philip Kollmannsberger,

  Roles Conceptualization, Methodology, Software, Supervision, Writing – review & editing

  Affiliation Physics Department, Heinrich Heine University Düsseldorf, Düsseldorf, Germany

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• Felix Gregor Sauer ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

  ¶‡ Shared last author.

  Affiliation Arbovirus and Entomology Department, Bernhard Nocht Institute for Tropical Medicine, Hamburg, Germany

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• Renke Lühken

  Roles Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

  ¶‡ Shared last author.

  Affiliation Arbovirus and Entomology Department, Bernhard Nocht Institute for Tropical Medicine, Hamburg, Germany

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