[HTML][HTML] Face mask recognition system using CNN model

G Kaur, R Sinha, PK Tiwari, SK Yadav, P Pandey… - Neuroscience …, 2022 - Elsevier
COVID-19 epidemic has swiftly disrupted our day-to-day lives affecting the international
trade and movements. Wearing a face mask to protect one's face has become the new …

Incorrect facemask-wearing detection using convolutional neural networks with transfer learning

J Tomás, A Rego, S Viciano-Tudela, J Lloret - Healthcare, 2021 - mdpi.com
The COVID-19 pandemic has been a worldwide catastrophe. Its impact, not only
economically, but also socially and in terms of human lives, was unexpected. Each of the …

Facial mask detection using depthwise separable convolutional neural network model during COVID-19 pandemic

MZ Asghar, FR Albogamy, MS Al-Rakhami… - Frontiers in Public …, 2022 - frontiersin.org
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 …

Real-time facemask detection for preventing COVID-19 spread using transfer learning based deep neural network

MAS Ai, A Shanmugam, S Muthusamy, C Viswanathan… - Electronics, 2022 - mdpi.com
The COVID-19 pandemic disrupted people's livelihoods and hindered global trade and
transportation. During the COVID-19 pandemic, the World Health Organization mandated …

[PDF][PDF] Face mask detection using lightweight deep learning architecture and raspberry pi hardware: An approach to reduce risk of coronavirus spread while entrance …

F Özyurt, A Mira, A Çoban - Traitement du Signal, 2022 - researchgate.net
Accepted: 10 April 2022 The COVID-19 pandemic continues to spread around the world at
full speed, threatening public health. In response, the World Health Organization …

A YOLO-based deep learning model for Real-Time face mask detection via drone surveillance in public spaces

SA Mostafa, S Ravi, DA Zebari, NA Zebari… - Information …, 2024 - Elsevier
Automating face mask detection in public areas is paramount to maintaining public health,
especially in the context of the COVID-19 pandemic. Utilization of technologies such as …

Face mask wearing detection using support vector machine (SVM)

MNY Utomo, F Violita - IJID (International Journal on …, 2021 - ejournal.uin-suka.ac.id
As an effort to prevent the spread of the Covid-19, various countries have implemented
health protocol policies such as work-from-home, social distancing, and face mask-wearing …

A hybrid human recognition framework using machine learning and deep neural networks

AM Sheneamer, MH Halawi, MH Al-Qahtani - PLOS ONE, 2024 - journals.plos.org
Faces are a crucial environmental trigger. They communicate information about several key
features, including identity. However, the 2019 coronavirus pandemic (COVID-19) …

Multi-Scene Mask Detection Based on Multi-Scale Residual and Complementary Attention Mechanism

Y Zhou, X Lin, S Luo, S Ding, L Xiao, C Ren - Sensors, 2023 - mdpi.com
Vast amounts of monitoring data can be obtained through various optical sensors, and mask
detection based on deep learning integrates neural science into a variety of applications in …

Face mask detection using keras, opencv and tensorflow by implementing mobilenetv2

S Machiraju, S Urolagin, RK Mishra… - 2021 3rd international …, 2021 - ieeexplore.ieee.org
The pandemic of Corona Virus Disease (COVID-19) is triggering a public health emergency.
Wearing a face mask is one of the most important ways to combat the infection. Face mask …