Advanced vision transformers and open-set learning for robust mosquito classification: A novel approach to entomological studies

Open Access

Peer-reviewed

Research Article

About the Authors

Ahmed Akib Jawad Karim

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

Affiliation Electrical and Computer Engineering, North South University, Dhaka, Bangladesh

Muhammad Zawad Mahmud

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

Affiliation Electrical and Computer Engineering, North South University, Dhaka, Bangladesh

Riasat Khan

Roles Conceptualization, Formal analysis, Investigation, Project administration, Supervision, Writing – review & editing

Affiliation Electrical and Computer Engineering, North South University, Dhaka, Bangladesh

The authors have declared that no competing interests exist.

Mosquitoes
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Deep learning
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Aedes aegypti
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Machine learning
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Imaging techniques
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Learning curves
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Preprocessing
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Disease vectors
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