Intelligent Real-Time Face-Mask Detection System with Hardware Acceleration for COVID-19 Mitigation

Intelligent Real-Time Face-Mask Detection System with Hardware Acceleration for COVID-19 Mitigation

This paper proposes and implements a dedicated hardware accelerated real-time face-mask detection system using deep learning (DL). The proposed face-mask detection model (MaskDetect) was benchmarked on three embedded platforms: Raspberry PI 4B with either Google Coral USB TPU or Intel Neural Compute...

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Bibliographic Details
Main Authors: Peter Sertic, Ayman Alahmar, Thangarajah Akilan, Marko Javorac, Yash Gupta
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Healthcare
Subjects:
computer vision
COVID-19 mitigation
deep neural network
embedded systems
face-mask detection
hardware acceleration
Online Access:https://www.mdpi.com/2227-9032/10/5/873

Internet

https://www.mdpi.com/2227-9032/10/5/873

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