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 …

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 …

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 …

Face mask detection with alert system using Tensorflow, Keras and OpenCV

B Varsha, S Tiwari, V Chaudhari, V Patil - International Journal of …, 2022 - ijeap.org
As Covid-19 is increasing day by day, it is important to make sure that we should overcome
from this. But the question arises here is that how we can overcome from this? like wearing …

Face Mask Detection Using Viola-Jones and Cascade Classifier

S Tasfia, S Reno - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Globally, the COVID-19 coronavirus outbreak is causing chaos in human health and
therefore, the healthcare sector is in serious disarray. Many precautions have been taken to …

Face Mask Identification using Transfer Learning Techniques

J Aravinth - 2022 3rd International Conference on Electronics …, 2022 - ieeexplore.ieee.org
Coronavirus (COVID-19) has become the major health issues in the current scenario.
Symptoms start with the common cold and end with fever. These viruses affect the …

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 …