Deep learning-based face mask detection using yolov5

J Ieamsaard, SN Charoensook… - 2021 9th International …, 2021 - ieeexplore.ieee.org
Ongoing Corona virus disease 2019 (Covid19) pandemic, face mask wearing in public
could reduce number of COVID-19 infected by minimizing the release of respiratory droplet …

The face mask detection for preventing the spread of COVID-19 at Politeknik Negeri Batam

S Susanto, FA Putra, R Analia… - 2020 3rd International …, 2020 - ieeexplore.ieee.org
After the new Coronavirus disease (COVID-19) case spread rapidly in Wuhan-China in
December 2019, World Health Organization (WHO) confirmed that this is a dangerous virus …

Fighting against COVID-19: A novel deep learning model based on YOLO-v2 with ResNet-50 for medical face mask detection

M Loey, G Manogaran, MHN Taha… - Sustainable cities and …, 2021 - Elsevier
Deep learning has shown tremendous potential in many real-life applications in different
domains. One of these potentials is object detection. Recent object detection which is based …

Face Mask Detection Using Deep Convolutional Neural Network and MobileNetV2‐Based Transfer Learning

D Hussain, M Ismail, I Hussain… - Wireless …, 2022 - Wiley Online Library
The rapid spreading of Coronavirus disease 2019 (COVID‐19) is a major health risk that the
whole world is facing for the last two years. One of the main causes of the fast spreading of …

Face Mask Detection using Convolutional Neural Network (CNN) to reduce the spread of COVID-19

FMJM Shamrat, S Chakraborty… - … conference on trends …, 2021 - ieeexplore.ieee.org
The COVID-19 coronavirus pandemic is wreaking havoc on the world's health. The
healthcare sector is in a state of disaster. Many precautionary steps have been taken to …

Control the covid-19 pandemic: Face mask detection using transfer learning

A Oumina, N El Makhfi, M Hamdi - 2020 IEEE 2nd International …, 2020 - ieeexplore.ieee.org
Currently, in the face of the health crisis caused by the Coronavirus COVID-19 which has
spread throughout the worldwide. The fight against this pandemic has become an …

A deep learning based assistive system to classify COVID-19 face mask for human safety with YOLOv3

MR Bhuiyan, SA Khushbu… - 2020 11th international …, 2020 - ieeexplore.ieee.org
Computer vision learning pay a high attention due to global pandemic COVID-19 to
enhance public health service. During the fatality, tiny object detection is a more challenging …

[HTML][HTML] Application of deep learning and machine learning models to detect COVID-19 face masks-A review

E Mbunge, S Simelane, SG Fashoto… - Sustainable Operations …, 2021 - Elsevier
The continuous COVID-19 upsurge and emerging variants present unprecedented
challenges in many health systems. Many regulatory authorities have instituted the …

Yolo-v4 deep learning model for medical face mask detection

S Degadwala, D Vyas, U Chakraborty… - … and Smart Systems …, 2021 - ieeexplore.ieee.org
The flora and fauna is facing a social disaster owing to the fast transfer of (Corona Virus).
The disease with COVID-19 is mainly transmitted by respiratory droplets that are inhaled …

Application of Yolo on mask detection task

R Liu, Z Ren - 2021 IEEE 13th international conference on …, 2021 - ieeexplore.ieee.org
2020 has been a year marked by the COVID-19 pandemic. This event has caused
disruptions to many aspects of normal life. An important aspect in reducing the impact of the …