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

• Daniel Motta ,

  Contributed equally to this work with: Daniel Motta, Bruna Aparecida Souza Machado, Roberto Badaró

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing – original draft

  Affiliation University Center SENAI/CIMATEC, National Service of Industrial Learning–SENAI, Computational Modeling and Industrial Technology, Salvador, Bahia, Brazil

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• Alex Álisson Bandeira Santos ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Supervision, Validation, Writing – original draft

  ¶‡ These authors also contributed equally to this work.

  Affiliation University Center SENAI/CIMATEC, National Service of Industrial Learning–SENAI, Computational Modeling and Industrial Technology, Salvador, Bahia, Brazil

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• Bruna Aparecida Souza Machado ,

  Contributed equally to this work with: Daniel Motta, Bruna Aparecida Souza Machado, Roberto Badaró

  Roles Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft

  * E-mail: brunam@fieb.org.br, brunamachado17@hotmail.com

  Affiliations University Center SENAI/CIMATEC, National Service of Industrial Learning–SENAI, Computational Modeling and Industrial Technology, Salvador, Bahia, Brazil, University Center SENAI/CIMATEC, SENAI Institute of Innovation (ISI) in Health Advanced Systems (CIMATEC ISI SAS), Salvador, Bahia, Brazil

  http://orcid.org/0000-0003-1655-0325

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• Otavio Gonçalvez Vicente Ribeiro-Filho ,

  Roles Methodology, Software, Validation, Writing – original draft

  ¶‡ These authors also contributed equally to this work.

  Affiliation University Center SENAI/CIMATEC, High Performance Computing Center–SENAI CIMATEC, Salvador, Bahia, Brazil

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• Luis Octavio Arriaga Camargo ,

  Roles Formal analysis, Investigation, Methodology, Software, Writing – original draft

  ¶‡ These authors also contributed equally to this work.

  Affiliation German Research Center for Artificial Intelligence (DFKI), Bremen, Germany

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• Matias Alejandro Valdenegro-Toro ,

  Roles Data curation, Formal analysis, Methodology, Software, Writing – original draft

  ¶‡ These authors also contributed equally to this work.

  Affiliation German Research Center for Artificial Intelligence (DFKI), Bremen, Germany

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• Frank Kirchner ,

  Roles Formal analysis, Investigation, Methodology, Software, Supervision, Writing – original draft

  ¶‡ These authors also contributed equally to this work.

  Affiliation German Research Center for Artificial Intelligence (DFKI), Bremen, Germany

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• Roberto Badaró

  Contributed equally to this work with: Daniel Motta, Bruna Aparecida Souza Machado, Roberto Badaró

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Supervision, Validation, Visualization, Writing – original draft

  Affiliation University Center SENAI/CIMATEC, SENAI Institute of Innovation (ISI) in Health Advanced Systems (CIMATEC ISI SAS), Salvador, Bahia, Brazil

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