Managing Social Distancing using Smart Detector

Authors

  • Saurabh Yadav Department of Computer Science and Engineering, Amity School of Engineering and Technology, Amity University Uttar Pradesh, Lucknow Campus, India

DOI:

https://doi.org/10.54060/JMSS/001.02.002

Keywords:

YOLO, Machine Learning, Artificial Intelligence

Abstract

This paper presents a methodology for social distance detection using deep learning models and algorithms such as YOLO and CNN. Deep learning is one of those technologies which have greatly enhanced the overall experience of the technology that humans use. Deep learning has brought a lot of changes from self-driven cars made by Tesla to the smallest object detection model. Deep learning, artificial intelligence and machine learning provide a way to be able to put things to use. The purpose of this paper is to be able to implement real time object detection to detect social distancing.

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References

M. Qian and J. Jiang, “COVID-19 and social distancing,” Journal of Public Health, vol. 30, no. 1, pp. 259–261, 2022.

Y. Sahraoui, C. A. Kerrache, A. Korichi, B. Nour, A. Adnane and R. Hussain, "DeepDist: A Deep-Learning-Based IoV Framework for Real-Time Objects and Distance Violation Detection," in IEEE Internet of Things Magazine, vol. 3, no. 3, pp. 30-34, September 2020, doi:10.1109/IOTM.0001.2000116.

F. A. A. Naqiyuddin, W. Mansor, N. M. Sallehuddin, M. N. S. Mohd Johari, M. A. S. Shazlan and A. N. Bakar, "Wearable Social Distancing Detection System," 2020 IEEE International RF and Microwave Conference (RFM), 2020, pp. 1-4, doi: 10.1109/RFM50841.2020.9344786. Wit, E. and McClure, J. (2004) Statistics for Microarrays: Design, Analysis, and Inference. 5th Edition, John Wiley & Sons Ltd., Chichester.

A. H. Ahamad, N. Zaini and M. F. A. Latip, "Person Detection for Social Distancing and Safety Violation Alert based on Segmented ROI," 2020 10th IEEE International Conference on Control System, Computing and Engineering (ICCSCE), 2020, pp. 113-118, doi: 10.1109/ICCSCE50387.2020.9204934.Giambastiani, B.M.S. (2007) Evoluzione Idrologica ed Idrogeologica Della Pineta di san Vitale (Ravenna). Ph.D. Thesis, Bologna University, Bologna.

S. Gupta, R. Kapil, G. Kanahasabai, S. S. Joshi and A. S. Joshi, "SD-Measure: A Social Distancing Detector," 2020 12th International Conference on Computational Intelligence and Communication Networks (CICN), 2020, pp. 306-311, doi: 10.1109/CICN49253.2020.9242628.Honeycutt, L. (1998) Communication and Design Course.

A. Singh and P. Singh, “Image Classification: A Survey. Journal of Informatics Electrical and Electronics Engineering”, vol. 1, no. 2, pp. 1-9, 2020.

P. Singhal, P. Singh and A. Vidyarthi, “Interpretation and localization of Thorax diseases using DCNN in Chest X-Ray”, Journal of Informatics Electrical and Electronics Engineering, vol. 1, no. 1, pp. 1-7, 2020.

A. Singh and P. Singh, “A Comprehensive Survey on Machine Learning. Journal of Management and Service Science, vol. 1, no. 1, pp. 1-17, 2020.

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Published

2021-05-27

How to Cite

[1]
S. Yadav, “Managing Social Distancing using Smart Detector”, J. Manage. Serv. Sci., vol. 1, no. 2, pp. 1–10, May 2021.

CITATION COUNT

Issue

Section

Review Article