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 …

[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 practical hybrid IoT architecture with deep learning technique for healthcare and security applications

VQ Vu, MQ Tran, M Amer, M Khatiwada, SSM Ghoneim… - Information, 2023 - mdpi.com
Facial mask detection technology has become increasingly important even beyond the
context of the COVID-19 pandemic. Along with the advancement in facial recognition …

[HTML][HTML] S4 features and artificial intelligence for designing a robot against COVID-19—Robocov

P Ponce, O Mata, E Perez, JR Lopez, A Molina… - Future Internet, 2022 - mdpi.com
Since the COVID-19 Pandemic began, there have been several efforts to create new
technology to mitigate the impact of the COVID-19 Pandemic around the world. One of those …

XAI based model evaluation by applying domain knowledge

KS Srikanth, TK Ramesh… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
Artificial intelligence (AI) is used in decision support systems which learn and perceive
features as a function of the number of layers and the weights computed during training. Due …

Automatic Face Mask Detection Using Deep Learning-Based Mobile-Net Architecture

S Kumar, S Rani, A Jain, M Kumar… - 2023 6th International …, 2023 - ieeexplore.ieee.org
COVID-19 affects public health and economies around the world. Proper wearing of masks
plays a vital role in daily life to overcome this epidemic situation. To reduce human …

Automated face mask detector using machine learning: An approach to reduce burden on healthcare system

R Singh, C Prabha - 2023 4th International Conference on …, 2023 - ieeexplore.ieee.org
Taking the pandemic into consideration it is a prime step to work on the prevention aspect.
Although the healthcare system is breaking down due to the increased spread of COVID-19 …

Face Mask Detection Based on Improved YOLOv8

B Lin, M Hou - Journal of Electrical Systems, 2024 - search.proquest.com
The detection of face mask wear is one of the essential measures to prevent the spread of
infectious diseases in public places. In order to balance the is-sues of inference speed and …

Covid prevention based on identification of incorrect position of face-mask

M priyadarshini Sahoo, M Sridevi, R Sridhar - Procedia Computer Science, 2024 - Elsevier
Since the rise of the COVID-19 pandemic, safeguarding public health has taken paramount
importance, drastically transforming lives in unprecedented ways. Mitigating the virus's …