Facial Mask Detection Using Depthwise Separable Convolutional Neural Network Model During COVID-19 Pandemic

Facial Mask Detection Using Depthwise Separable Convolutional Neural Network Model During COVID-19 Pandemic

Deep neural networks have made tremendous strides in the categorization of facial photos in the last several years. Due to the complexity of features, the enormous size of the picture/frame, and the severe inhomogeneity of image data, efficient face image classification using deep convolutional neur...

Full description

Bibliographic Details
Main Authors: Muhammad Zubair Asghar, Fahad R. Albogamy, Mabrook S. Al-Rakhami, Junaid Asghar, Mohd Khairil Rahmat, Muhammad Mansoor Alam, Adidah Lajis, Haidawati Mohamad Nasir
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-03-01
Series:Frontiers in Public Health
Subjects:
facial image classification
Depthwise Separable Convolutions
face mask detection
deep learning
MobileNet
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2022.855254/full

Internet

https://www.frontiersin.org/articles/10.3389/fpubh.2022.855254/full

Similar Items