FACE MASK AND SOCIAL DISTANCING VIOLATION DETECTION- A COMPUTER VISION APPROACH

MAHSHIYA V.M; MANJU V.M; Dr. G.KIRUTHIGA

FACE MASK AND SOCIAL DISTANCING VIOLATION DETECTION- A COMPUTER VISION APPROACH

June 2022

Vol-8, Issue-4

Paper ID: 17626

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Engineering

Keywords

Machine Learning YOLO Object Detection TensorFlow Keras SG90 servo motor arduino nano Eucledian distance

Abstract

This project aims to detect face masks and social distancing on a video feed using Machine Learning and Object Detection. TensorFlow and Keras were used to build a CNN model to detect face masks and it was trained on a dataset of 3800 images. YOLO Object detection was used to detect people in a frame and check for social distancing by calculating the Euclidean distance between the centroids of the detected boxes. Implemented a methodology for door opening for allowing entry only for the people who wear mask in work places. The hardware like sg90 servo motor and arduino nano are used for this purpose .And a voice message notification is also implemented when social distancing violation is detected. This two methodologies ensure more safety on the work places to prevent COVID-19 spread.

License

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

Author Information

#	Name	Institute / Affiliation
1	MAHSHIYA V.M	IES COLLEGE OF ENGINEERING , THRISSUR
2	MANJU V.M	IES COLLEGE OF ENGINEERING , THRISSUR
3	Dr. G.KIRUTHIGA	IES COLLEGE OF ENGINEERING , THRISSUR

How to Cite

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

APA Style

V.M, MAHSHIYA, V.M, MANJU, & G.KIRUTHIGA, Dr. (2022). FACE MASK AND SOCIAL DISTANCING VIOLATION DETECTION- A COMPUTER VISION APPROACH. International Journal of Advance Research and Innovative Ideas In Education, 8(4), 6-14.

MLA Style

V.M, MAHSHIYA, et al. "FACE MASK AND SOCIAL DISTANCING VIOLATION DETECTION- A COMPUTER VISION APPROACH." International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 4, 2022, pp. 6-14.

IEEE Style

MAHSHIYA V.M, MANJU V.M, and Dr. G.KIRUTHIGA, "FACE MASK AND SOCIAL DISTANCING VIOLATION DETECTION- A COMPUTER VISION APPROACH," International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 4, pp. 6-14, 2022.

Vancouver Style

V.M MAHSHIYA, V.M MANJU, G.KIRUTHIGA Dr.. FACE MASK AND SOCIAL DISTANCING VIOLATION DETECTION- A COMPUTER VISION APPROACH. International Journal of Advance Research and Innovative Ideas In Education. 2022;8(4):6-14.

Harvard Style

V.M, MAHSHIYA, V.M, MANJU, & G.KIRUTHIGA, Dr. (2022) 'FACE MASK AND SOCIAL DISTANCING VIOLATION DETECTION- A COMPUTER VISION APPROACH', International Journal of Advance Research and Innovative Ideas In Education, 8(4), pp. 6-14.

Chicago Style

V.M, MAHSHIYA, MANJU V.M, and Dr. G.KIRUTHIGA. "FACE MASK AND SOCIAL DISTANCING VIOLATION DETECTION- A COMPUTER VISION APPROACH." International Journal of Advance Research and Innovative Ideas In Education 8, no. 4 (2022): 6-14.

Turabian Style

V.M, MAHSHIYA, MANJU V.M, and Dr. G.KIRUTHIGA. "FACE MASK AND SOCIAL DISTANCING VIOLATION DETECTION- A COMPUTER VISION APPROACH." International Journal of Advance Research and Innovative Ideas In Education 8, no. 4 (2022): 6-14.