CNN-based bi-directional and directional long-short term memory network for determination of face mask

M Koklu, I Cinar, YS Taspinar - Biomedical signal processing and control, 2022 - Elsevier
Context The COVID-19 virus, exactly like in numerous other diseases, can be contaminated
from person to person by inhalation. In order to prevent the spread of this virus, which led to …

[HTML][HTML] An automatic system to monitor the physical distance and face mask wearing of construction workers in COVID-19 pandemic

M Razavi, H Alikhani, V Janfaza, B Sadeghi… - SN computer …, 2022 - Springer
The COVID-19 pandemic has caused many shutdowns in different industries around the
world. Sectors such as infrastructure construction and maintenance projects have not been …

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 …

[HTML][HTML] An efficient and effective deep learning-based model for real-time face mask detection

S Habib, M Alsanea, M Aloraini, HS Al-Rawashdeh… - Sensors, 2022 - mdpi.com
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 …

Deep learning implementation of facemask and physical distancing detection with alarm systems

SV Militante, NV Dionisio - 2020 third international conference …, 2020 - ieeexplore.ieee.org
COVID-19 or Severe Acute Respiratory Syndrome Corona virus-2 is an extremely
transmissible virus that is discharged through breathing droplets released from an infected …

[HTML][HTML] Face mask detection in COVID-19: a strategic review

Vibhuti, N Jindal, H Singh, PS Rana - Multimedia Tools and Applications, 2022 - Springer
With the outbreak of the Coronavirus Disease in 2019, life seemed to be had come to a
standstill. To combat the transmission of the virus, World Health Organization (WHO) …

[HTML][HTML] An integrated approach for monitoring social distancing and face mask detection using stacked ResNet-50 and YOLOv5

IS Walia, D Kumar, K Sharma, JD Hemanth… - Electronics, 2021 - mdpi.com
SARS-CoV-19 is one of the deadliest pandemics the world has witnessed, taking around
5,049,374 lives till now across worldwide and 459,873 in India. To limit its spread numerous …

A novel machine learning scheme for face mask detection using pretrained convolutional neural network

TM Saravanan, K Karthiha, R Kavinkumar… - Materials Today …, 2022 - Elsevier
Abstract Corona virus 2019 (COVID-19) erupted toward the end of 2019, and it has
continued to be a source of concern for a large number of people and organizations well into …

[HTML][HTML] RRFMDS: rapid real-time face mask detection system for effective COVID-19 monitoring

B Sheikh, A Zafar - SN Computer Science, 2023 - Springer
The primary mode of COVID-19 transmission is through respiratory droplets that are
produced when an infected person talks, coughs, or sneezes. To avoid the fast spread of the …

Face mask detection in realtime environment using machine learning based google cloud

A Wakchaure, P Kanawade, MA Jawale… - … on applied artificial …, 2022 - ieeexplore.ieee.org
An outbreak of the coronavirus (Covid-19) has spread around the world, causing
widespread health concerns. The pandemic's reach has spread to nearly every …