Covid-19 Face Mask Detection Using Machine Learning
Abstract & Details
Research Area
Computer Engineering
Keywords
Face Mask Detection
Deep Learning
TensorFlow
Keras
OpenCV
Arduino.
.
Abstract
The rise of COVID-19 pandemic had a lasting impact in many countries worldwide since 2019. Face-mask detection had been significant progress in the Image processing and deep learning fields studies. Many face detection models have been designed using different algorithms and techniques. The proposed approach in this system developed to avoid mask-less people from entering to a desired places by detecting face mask using deep learning, TensorFlow, Keras, and OpenCV and sending a signal to Arduino device that connected to the gate to be open. it detect a face in a real-time and identifies whether the person wear mask or not. The method attains accuracy up to 97.80\%. The dataset provided in this paper, was collected from various sources.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Sable Ujwala P | SVPMCOE Baramati, India |
| 2 | Kale Nikita S | SVPMCOE Baramati, India |
| 3 | Maskar Sayali B. | SVPMCOE Baramati, India |
| 4 | Prof. Khalate Y. R. | SVPMCOE Baramati, India |
How to Cite
Use the following formats to cite this article in your research.
APA Style
P, Sable Ujwala, S, Kale Nikita, B., Maskar Sayali, & R., Prof. Khalate Y. (2022). Covid-19 Face Mask Detection Using Machine Learning. International Journal of Advance Research and Innovative Ideas In Education, 8(3), 381-387.
MLA Style
P, Sable Ujwala, et al. "Covid-19 Face Mask Detection Using Machine Learning." International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 3, 2022, pp. 381-387.
IEEE Style
Sable Ujwala P, Kale Nikita S, Maskar Sayali B., and Prof. Khalate Y. R., "Covid-19 Face Mask Detection Using Machine Learning," International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 3, pp. 381-387, 2022.
Vancouver Style
P Sable Ujwala, S Kale Nikita, B. Maskar Sayali, R. Prof. Khalate Y.. Covid-19 Face Mask Detection Using Machine Learning. International Journal of Advance Research and Innovative Ideas In Education. 2022;8(3):381-387.
Harvard Style
P, Sable Ujwala, S, Kale Nikita, B., Maskar Sayali, & R., Prof. Khalate Y. (2022) 'Covid-19 Face Mask Detection Using Machine Learning', International Journal of Advance Research and Innovative Ideas In Education, 8(3), pp. 381-387.
Chicago Style
P, Sable Ujwala, et al. "Covid-19 Face Mask Detection Using Machine Learning." International Journal of Advance Research and Innovative Ideas In Education 8, no. 3 (2022): 381-387.
Turabian Style
P, Sable Ujwala, et al. "Covid-19 Face Mask Detection Using Machine Learning." International Journal of Advance Research and Innovative Ideas In Education 8, no. 3 (2022): 381-387.
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