Monitoring COVID-19 social distancing with person detection and tracking via fine-tuned YOLO v3 and Deepsort techniques

NS Punn, SK Sonbhadra, S Agarwal, G Rai - arXiv preprint arXiv …, 2020 - arxiv.org
… of monitoring social distancing using surveillance video. The proposed framework utilizes the
YOLO v3 object detection … approach to track the identified people with the help of bounding …

Real-time monitoring of social distancing with person marking and tracking system using YOLO V3 model

P Pandiyan, R Thangaraj… - … Journal of Sensor …, 2022 - inderscienceonline.com
… to reduce the spreading of COVID-19 suggested by the World … YOLO v3 object detection
model to automate the monitoring … The YOLO V3 object detection model is fine-tuned for binary …

Face mask detection and social distance monitoring system for COVID-19 pandemic

I Javed, MA Butt, S Khalid, T Shehryar, R Amin… - Multimedia Tools and …, 2023 - Springer
… To select the suitable deep learning object detector, firstly, we fine-tuned the existing state-of-the
art single-stage and multi-stage detection methods including YOLO-v3 [49], SSD [63], …

Alleviation of COVID by means of social distancing & face mask detection using YOLO V4

Y Indulkar - 2021 International conference on communication …, 2021 - ieeexplore.ieee.org
… , this research uses YOLO for calculating the social distancing & identifying face mask on …
Monitoring COVID19 social distancing with person detection and tracking via finetuned YOLO

[HTML][HTML] An end-to-end smart IoT-Driven navigation for social distance monitoring framework for Covid-19 using deep convolutional neural networks in Deep Learning

B Banothu, V Ramdas - Measurement: Sensors, 2024 - Elsevier
Tracking technologies … Adapting the same technology in this paper, we have used the
Penn-Fudan dataset for pedestrian detection along with a pre-trained model of YOLO v5. We …

Social Distancing Monitoring and Alerting System using YOLO Deep Learning Algorithm

P Dharani, M Thirukumaran… - … on Automation, Computing …, 2022 - ieeexplore.ieee.org
… separating themselves from the Covid-19 outbreak in order to … YOLO V3, the most recent
version of the object identificationidentification and verify tracking using OpenCV. By watching …

Social distancing detection and analysis through computer vision

S Madane, D Chitre - 2021 6th International conference for …, 2021 - ieeexplore.ieee.org
… and the current data of Covid-19 in China with help of SEIR Sus… with a finetuned MobileNetV2
model for people detection. … techniques for object detection namely Faster RCNN, YOLO v3…

Real-time face mask and social distancing violation detection system using yolo

K Bhambani, T Jain… - 2020 IEEE Bangalore …, 2020 - ieeexplore.ieee.org
object detection on video footage and images in real time. The experimental results … , ”Monitoring
COVID-19 social distancing with person detection and tracking via fine-tuned YOLO v3 …

[PDF][PDF] Social distancing monitoring in COVID-19 using deep learning

D Gayathri, M Dhivyapoorani, S Thilakavathi - Int Res J Eng Technol, 2022 - academia.edu
detection and tracking via fine-tuned YOLO v3 and Deepsort … of monitoring social distancing
using surveillance video. The proposed framework utilizes the YOLO v3 object detection

Social distancing monitor using YOLO

M Bhatia, Y Verma, R Punhani, S Sharma… - AIP Conference …, 2024 - pubs.aip.org
YOLO has always been used for object detection for various domains. Laroca et al. [16] … ,
Monitoring COVID-19 social distancing with person detection and tracking via fine-tuned YOLO