A Swin Transformer-based model for mosquito species identification

Abstract Mosquito transmit numbers of parasites and pathogens resulting in fatal diseases. Species identification is a prerequisite for effective mosquito control. Existing morphological and molecular classification methods have evitable disadvantages. Here we introduced Deep learning techniques for...

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Bibliographic Details
Main Authors: De-zhong Zhao, Xin-kai Wang, Teng Zhao, Hu Li, Dan Xing, He-ting Gao, Fan Song, Guo-hua Chen, Chun-xiao Li
Format: Article
Language:English
Published: Nature Portfolio 2022-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-21017-6