FMDNet: An Efficient System for Face Mask Detection Based on Lightweight Model during COVID-19 Pandemic in Public Areas

FMDNet: An Efficient System for Face Mask Detection Based on Lightweight Model during COVID-19 Pandemic in Public Areas

A new artificial intelligence-based approach is proposed by developing a deep learning (DL) model for identifying the people who violate the face mask protocol in public places. To achieve this goal, a private dataset was created, including different face images with and without masks. The proposed...

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Bibliographic Details
Main Authors: J. V. Bibal Benifa, Channabasava Chola, Abdullah Y. Muaad, Mohd Ammar Bin Hayat, Md Belal Bin Heyat, Rajat Mehrotra, Faijan Akhtar, Hany S. Hussein, Debora Libertad Ramírez Vargas, Ángel Kuc Castilla, Isabel de la Torre Díez, Salabat Khan
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Sensors
Subjects:
artificial intelligence
COVID-19
deep learning
FaceMask
MobileNetV2
pandemic
Online Access:https://www.mdpi.com/1424-8220/23/13/6090

Internet

https://www.mdpi.com/1424-8220/23/13/6090

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