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Title: :  Covid-19 Face Mask Detection Using Machine Learning
PaperId: :  16555
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 3 2022
DUI:    16.0415/IJARIIE-16555
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Sable Ujwala PSVPMCOE Baramati, India
Kale Nikita SSVPMCOE Baramati, India
Maskar Sayali B.SVPMCOE Baramati, India
Prof. Khalate Y. R.SVPMCOE Baramati, India

Abstract

Computer Engineering
Face Mask Detection, Deep Learning, TensorFlow, Keras, OpenCV, Arduino. .
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.

Citations

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IJARIIE 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 Volume 8 Issue 3 2022 Page 381-387
MLA 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 8.3(2022) : 381-387.
APA Sable Ujwala P, Kale Nikita S, Maskar Sayali B., & Prof. Khalate Y. R.. (2022). Covid-19 Face Mask Detection Using Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education, 8(3), 381-387.
Chicago 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 8, no. 3 (2022) : 381-387.
Oxford 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, 2022, p. 381-387. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Covid_19_Face_Mask_Detection_Using_Machine_Learning_ijariie16555.pdf (Accessed : ).
Harvard Sable Ujwala P, Kale Nikita S, Maskar Sayali B., and Prof. Khalate Y. R.. (2022) 'Covid-19 Face Mask Detection Using Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, 8(3), pp. 381-387IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Covid_19_Face_Mask_Detection_Using_Machine_Learning_ijariie16555.pdf (Accessed : )
IEEE 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, May-Jun 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Covid_19_Face_Mask_Detection_Using_Machine_Learning_ijariie16555.pdf [Accessed : ].
Turabian 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 [Online]. volume 8 number 3 ().
Vancouver 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 [Internet]. 2022 [Cited : ]; 8(3) : 381-387. Available from: https://ijariie.com/AdminUploadPdf/Covid_19_Face_Mask_Detection_Using_Machine_Learning_ijariie16555.pdf
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