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Title: :  Real time face mask detector
PaperId: :  18767
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 6 2022
DUI:    16.0415/IJARIIE-18767
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Diya D. ShettyDYPatil College of Engineering and Technology
Geetanjali D. AgalaveDYPatil College of Engineering and Technology
Roshani S. MagdumDYPatil College of Engineering and Technology
Saloni M. MadgumDYPatil College of Engineering and Technology
Prof. Avinash Pratap BudaragadeDYPatil College of Engineering and Technology

Abstract

Computer Science Engineering
Tensorflow, Keras, Covid 19
The present scenario of COVID-19 demands an efficient face mask detection application. The main goal of the project is to implement this system at entrances of colleges, airports, hospitals, and offices where chances of spread of COVID-19 through contagion are relatively higher. Reports indicate that wearing face masks while at work clearly reduces the risk of transmission. It is an object detection and classification problem with two different classes (Mask and Without Mask). A hybrid model using deep and classical machine learning for detecting face mask will be presented. A dataset is used to build this face mask detector using Python, OpenCV, and TensorFlow and Keras. While entering the place everyone should scan their face and then enter ensuring they have a mask with them. If anyone is found to be without a face mask, beep alert will be generated. As all the workplaces are opening. The number of cases of COVID-19 are still getting registered throughout the country. If everyone follows the safety measures, then it can come to an end. Hence to ensure that people wear masks while coming to work we hope this module will help in detecting it.

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IJARIIE Diya D. Shetty, Geetanjali D. Agalave, Roshani S. Magdum, Saloni M. Madgum, and Prof. Avinash Pratap Budaragade. "Real time face mask detector" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 6 2022 Page 1541-1545
MLA Diya D. Shetty, Geetanjali D. Agalave, Roshani S. Magdum, Saloni M. Madgum, and Prof. Avinash Pratap Budaragade. "Real time face mask detector." International Journal Of Advance Research And Innovative Ideas In Education 8.6(2022) : 1541-1545.
APA Diya D. Shetty, Geetanjali D. Agalave, Roshani S. Magdum, Saloni M. Madgum, & Prof. Avinash Pratap Budaragade. (2022). Real time face mask detector. International Journal Of Advance Research And Innovative Ideas In Education, 8(6), 1541-1545.
Chicago Diya D. Shetty, Geetanjali D. Agalave, Roshani S. Magdum, Saloni M. Madgum, and Prof. Avinash Pratap Budaragade. "Real time face mask detector." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 6 (2022) : 1541-1545.
Oxford Diya D. Shetty, Geetanjali D. Agalave, Roshani S. Magdum, Saloni M. Madgum, and Prof. Avinash Pratap Budaragade. 'Real time face mask detector', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 6, 2022, p. 1541-1545. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Real_time_face_mask_detector_ijariie18767.pdf (Accessed : ).
Harvard Diya D. Shetty, Geetanjali D. Agalave, Roshani S. Magdum, Saloni M. Madgum, and Prof. Avinash Pratap Budaragade. (2022) 'Real time face mask detector', International Journal Of Advance Research And Innovative Ideas In Education, 8(6), pp. 1541-1545IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Real_time_face_mask_detector_ijariie18767.pdf (Accessed : )
IEEE Diya D. Shetty, Geetanjali D. Agalave, Roshani S. Magdum, Saloni M. Madgum, and Prof. Avinash Pratap Budaragade, "Real time face mask detector," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 6, pp. 1541-1545, Nov-Dec 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Real_time_face_mask_detector_ijariie18767.pdf [Accessed : ].
Turabian Diya D. Shetty, Geetanjali D. Agalave, Roshani S. Magdum, Saloni M. Madgum, and Prof. Avinash Pratap Budaragade. "Real time face mask detector." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 6 ().
Vancouver Diya D. Shetty, Geetanjali D. Agalave, Roshani S. Magdum, Saloni M. Madgum, and Prof. Avinash Pratap Budaragade. Real time face mask detector. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : ]; 8(6) : 1541-1545. Available from: https://ijariie.com/AdminUploadPdf/Real_time_face_mask_detector_ijariie18767.pdf
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