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Detection of eye contact with deep neural networks is as accurate as human experts

Authors :
Eunji Chong
Elysha Clark-Whitney
Audrey Southerland
Elizabeth Stubbs
Chanel Miller
Eliana L. Ajodan
Melanie R. Silverman
Catherine Lord
Agata Rozga
Rebecca M. Jones
James M. Rehg
Source :
Nature Communications, Vol 11, Iss 1, Pp 1-10 (2020)
Publication Year :
2020
Publisher :
Nature Portfolio, 2020.

Abstract

Eye contact is a key social behavior and its measurement could facilitate the diagnosis and treatment of autism. Here the authors show that a deep neural network model can detect eye contact as accurately has human experts.

Subjects

Subjects :
Science

Details

Language :
English
ISSN :
20411723
Volume :
11
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Nature Communications
Publication Type :
Academic Journal
Accession number :
edsdoj.f237553c732548f58bf57fdc2d279307
Document Type :
article
Full Text :
https://doi.org/10.1038/s41467-020-19712-x