Vigilant Eyes: Empowering CCTV Surveillance with ML and AI for Face Recognition, Fall Prevention, and Violence Detection

Ishika Dubey; Siddharth Ghatuary; Kartik Tripathi; Kunal Sajwani; Snigdha Kesh

Vigilant Eyes: Empowering CCTV Surveillance with ML and AI for Face Recognition, Fall Prevention, and Violence Detection

May 2023

Vol-9, Issue-3

Paper ID: 20336

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Science and Engineering

Keywords

CCTV surveillance machine learning and artificial intelligence face detection fall detection fight detection security real-time revolutionize security

Abstract

This paper analyses the shortcomings of traditional CCTV surveillance systems in identifying and preventing security breaches in addition to introducing a machine learning and artificial intelligence-powered system for enhanced security coverage in real-time. The technology analyses video footage from CCTV cameras and employs face, fall, and fight detection algorithms to quickly spot potential security risks. Our system’s technical specifications are covered in full, including the algorithms for face, fall, and fight detection. The implementation of the system faces several difficulties with accurate facial recognition and trustworthy fall and fight detection, which are also covered. Studies show how good the system is in spotting potential security issues, and prospective uses for the technology in a range of settings, such as airports, shopping malls, and public transit systems, are explored. Our solution serves as a proof of concept for further study in this area and has the potential to revolutionize security through the integration of ML and AI technologies into CCTV monitoring systems.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Ishika Dubey	AMC Engineering College
2	Siddharth Ghatuary	AMC Engineering College
3	Kartik Tripathi	AMC Engineering College
4	Kunal Sajwani	AMC Engineering College
5	Snigdha Kesh	AMC Engineering College

How to Cite

Use the following formats to cite this article in your research.

APA Style

Dubey, Ishika, Ghatuary, Siddharth, Tripathi, Kartik, Sajwani, Kunal, & Kesh, Snigdha (2023). Vigilant Eyes: Empowering CCTV Surveillance with ML and AI for Face Recognition, Fall Prevention, and Violence Detection. International Journal of Advance Research and Innovative Ideas In Education, 9(3), 1690-1696.

MLA Style

Dubey, Ishika, et al. "Vigilant Eyes: Empowering CCTV Surveillance with ML and AI for Face Recognition, Fall Prevention, and Violence Detection." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, 2023, pp. 1690-1696.

IEEE Style

Ishika Dubey, Siddharth Ghatuary, Kartik Tripathi, Kunal Sajwani, and Snigdha Kesh, "Vigilant Eyes: Empowering CCTV Surveillance with ML and AI for Face Recognition, Fall Prevention, and Violence Detection," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, pp. 1690-1696, 2023.

Vancouver Style

Dubey Ishika, Ghatuary Siddharth, Tripathi Kartik, Sajwani Kunal, Kesh Snigdha. Vigilant Eyes: Empowering CCTV Surveillance with ML and AI for Face Recognition, Fall Prevention, and Violence Detection. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(3):1690-1696.

Harvard Style

Dubey, Ishika, Ghatuary, Siddharth, Tripathi, Kartik, Sajwani, Kunal, & Kesh, Snigdha (2023) 'Vigilant Eyes: Empowering CCTV Surveillance with ML and AI for Face Recognition, Fall Prevention, and Violence Detection', International Journal of Advance Research and Innovative Ideas In Education, 9(3), pp. 1690-1696.

Chicago Style

Dubey, Ishika, et al. "Vigilant Eyes: Empowering CCTV Surveillance with ML and AI for Face Recognition, Fall Prevention, and Violence Detection." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 1690-1696.

Turabian Style

Dubey, Ishika, et al. "Vigilant Eyes: Empowering CCTV Surveillance with ML and AI for Face Recognition, Fall Prevention, and Violence Detection." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 1690-1696.