Face mask detection in smart cities using deep and transfer learning: Lessons learned from the COVID-19 pandemic

Y Himeur, S Al-Maadeed, I Varlamis, N Al-Maadeed… - Systems, 2023 - mdpi.com
After different consecutive waves, the pandemic phase of Coronavirus disease 2019 does
not look to be ending soon for most countries across the world. To slow the spread of the …

Pemanfaatan Google Colab Untuk Aplikasi Pendeteksian Masker Wajah Menggunakan Algoritma Deep Learning YOLOv7

RG Guntara - Jurnal Teknologi Dan Sistem Informasi Bisnis, 2023 - jurnal.unidha.ac.id
Deteksi masker wajah berdasarkan metode deteksi objek Deep Learning memainkan peran
penting dalam perang melawan COVID-19, yang mencapai hasil yang baik dengan akurasi …

Face mask detection on photo and real-time video images using Caffe-MobileNetV2 transfer learning

BA Kumar, M Bansal - Applied Sciences, 2023 - mdpi.com
Face detection systems have generally been used primarily for non-masked faces, which
include relevant facial characteristics such as the ears, chin, lips, nose, and eyes. Masks are …

Real-time Personal Protective Equipment (PPE) detection using Yolov4 and tensorflow

AA Protik, AH Rafi, S Siddique - 2021 IEEE Region 10 …, 2021 - ieeexplore.ieee.org
The major cause for the continuous spreading of the COVID-19 disease is the human to
human transmission of the virus. The virus enters the human body through exposed areas …

Learning discriminant spatial features with deep graph-based convolutions for occluded face detection

F Albalas, A Alzu'bi, A Alguzo, T Al-Hadhrami… - IEEE …, 2022 - ieeexplore.ieee.org
The use of face masks has become a widespread non-pharmaceutical practice to mitigate
the transmission of COVID-19. However, achieving accurate facial detection while people …

Human Face Mask Identification using Deep Learning with OpenCV Techniques

R Baghel, P Pahadiya, U Singh - 2022 7th International …, 2022 - ieeexplore.ieee.org
According to the WHO, COVID 19 virus is spread by respiratory droplets and personal
contact. To prevent the transmission of this virus, the use of masks and social isolation is …

Multi-class image classification based on mobilenetv2 for detecting the proper use of face mask

R Rokhana, W Herulambang… - 2021 International …, 2021 - ieeexplore.ieee.org
Wearing face mask in public has become a health protocol standard during this pandemic to
prevent further spread of COVID-19. Even though the detection of inappropriate use of face …

An automated face mask detection system using transfer learning based neural network to preventing viral infection

S Verma, P Rani, S Gupta, R Sharma, K Yadav… - Expert …, 2024 - Wiley Online Library
Abstract As the “Internet of Medical Things (IoMT)” grows, healthcare systems can collect
and process data. It is also challenging to study public health prevention requirements. Virus …

IYOLO-NL: An improved you only look once and none left object detector for real-time face mask detection

Y Zhou - Heliyon, 2023 - cell.com
Object detection is a fundamental task in computer vision that aims to locate and classify
objects in images or videos. The one-stage You Only Look Once (YOLO) models are …

[PDF][PDF] Proposed face detection classification model based on Amazon Web Services Cloud (AWS)

MA Joodi, MH Saleh, DJ Khadhim - Journal of Engineering, 2023 - iasj.net
One of the most important features of the Amazon Web Services (AWS) cloud is that the
program can be run and accessed from any location. You can access and monitor the result …