An Optimized Machine Learning and Deep Learning Framework for Facial and Masked Facial Recognition

An Optimized Machine Learning and Deep Learning Framework for Facial and Masked Facial Recognition

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In this study, we aimed to find an optimized approach to improving facial and masked facial recognition using machine learning and deep learning techniques. Prior studies only used a single machine learning model for classification and did not report optimal parameter values. In contrast, we utilize...

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Bibliographic Details
Main Authors: Putthiporn Thanathamathee, Siriporn Sawangarreerak, Prateep Kongkla, Dinna Nina Mohd Nizam
Format: Article
Language:English
Published: Ital Publication 2023-07-01
Series:Emerging Science Journal
Subjects:
masked face recognition
deep learning
hyperparameter tuning
grid search
nested cross-validation.
Online Access:https://www.ijournalse.org/index.php/ESJ/article/view/1813

Internet

https://www.ijournalse.org/index.php/ESJ/article/view/1813

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