Face mask detection using YOLOv3 and faster R-CNN models: COVID-19 environment
Sign Up to like & getrecommendations! Published in 2021 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-021-10711-8
Abstract: There are many solutions to prevent the spread of the COVID-19 virus and one of the most effective solutions is wearing a face mask. Almost everyone is wearing face masks at all times in public… read more here.
Keywords: face mask; faster cnn; yolov3 faster; face ... See more keywords
Multistage Framework for Automatic Face Mask Detection Using Deep Learning
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/1500047
Abstract: The whole world is fighting as one against a deadly virus. COVID-19 cases are upon us in waves, with subsequent waves turning out to be worse than the previous one. Scores of human lives are… read more here.
Keywords: multistage framework; mask detection; face mask;
Comparison of the Effectiveness of Deep Learning Methods for Face Mask Detection
Sign Up to like & getrecommendations! Published in 2021 at "Traitement du Signal"
DOI: 10.18280/ts.380404
Abstract: The usage of mask is necessary for the prevention and control of COVID-19 which is a respiratory disease that passes from person to person by contact and droplets from the respiratory tract. It is an… read more here.
Keywords: face mask; mask; mask detection; deep learning ... See more keywords
IoT and Deep Learning Based Approach for Rapid Screening and Face Mask Detection for Infection Spread Control of COVID-19
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DOI: 10.3390/app11083495
Abstract: The spread of COVID-19 has been taken on pandemic magnitudes and has already spread over 200 countries in a few months In this time of emergency of COVID-19, especially when there is still a need… read more here.
Keywords: control; spread; covid; face mask ... See more keywords
Intelligent Real-Time Face-Mask Detection System with Hardware Acceleration for COVID-19 Mitigation
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DOI: 10.3390/healthcare10050873
Abstract: 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… read more here.
Keywords: mask detection; detection; real time; face mask ... See more keywords
An Efficient and Effective Deep Learning-Based Model for Real-Time Face Mask Detection
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DOI: 10.3390/s22072602
Abstract: Since December 2019, the COVID-19 pandemic has led to a dramatic loss of human lives and caused severe economic crises worldwide. COVID-19 virus transmission generally occurs through a small respiratory droplet ejected from the mouth… read more here.
Keywords: mask detection; model; deep learning; face mask ... See more keywords