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Title: :  Face Mask Detection System
PaperId: :  16593
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-16593
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
K K ArchanaSri Ramakrishna Institute Of Technology
Abishek RSri Ramakrishna Institute Of Technology
Archana SSri Ramakrishna Institute Of Technology
Jagadeeshwaran VSri Ramakrishna Institute Of Technology

Abstract

Computer Science and Engineering
Face mask detection, CNN, MobileNetV2
Efficient strategies to contain the Corona virus Disease- 2019 (COVID-19) or any pandemic in general, are peremptory to relieve the negatively impacted public health and global economy, with the full scope yet to unfold. In the absence of highly effective drugs and abundant medical resources, many measures are taken to manage the infection rate and avoid the depletion of limited hospital resources. Wearing masks is among the non-pharmaceutical intervention (NPI) measures that could be effectively implemented at a minimum cost and without dramatically disrupting social practices. Therefore, it is essential to develop a model that detects the citizens who wear a face mask and those who do not at public places like malls, hospitals, airports, etcetera in order to allow entry only to those people wearing masks to ensure the well-being of other people present. The system proposes a CNN model developed using Machine Learning and Deep Learning techniques that detect people wearing masks in an image or live video stream and allow entry only to those people as face masks are part of an infection control strategy to eliminate cross-contamination.

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IJARIIE K K Archana, Abishek R, Archana S, and Jagadeeshwaran V. "Face Mask Detection System" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 3 2022 Page 498-509
MLA K K Archana, Abishek R, Archana S, and Jagadeeshwaran V. "Face Mask Detection System." International Journal Of Advance Research And Innovative Ideas In Education 8.3(2022) : 498-509.
APA K K Archana, Abishek R, Archana S, & Jagadeeshwaran V. (2022). Face Mask Detection System. International Journal Of Advance Research And Innovative Ideas In Education, 8(3), 498-509.
Chicago K K Archana, Abishek R, Archana S, and Jagadeeshwaran V. "Face Mask Detection System." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 3 (2022) : 498-509.
Oxford K K Archana, Abishek R, Archana S, and Jagadeeshwaran V. 'Face Mask Detection System', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, 2022, p. 498-509. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Face_Mask_Detection_System_ijariie16593.pdf (Accessed : ).
Harvard K K Archana, Abishek R, Archana S, and Jagadeeshwaran V. (2022) 'Face Mask Detection System', International Journal Of Advance Research And Innovative Ideas In Education, 8(3), pp. 498-509IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Face_Mask_Detection_System_ijariie16593.pdf (Accessed : )
IEEE K K Archana, Abishek R, Archana S, and Jagadeeshwaran V, "Face Mask Detection System," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, pp. 498-509, May-Jun 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Face_Mask_Detection_System_ijariie16593.pdf [Accessed : ].
Turabian K K Archana, Abishek R, Archana S, and Jagadeeshwaran V. "Face Mask Detection System." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 3 ().
Vancouver K K Archana, Abishek R, Archana S, and Jagadeeshwaran V. Face Mask Detection System. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : ]; 8(3) : 498-509. Available from: https://ijariie.com/AdminUploadPdf/Face_Mask_Detection_System_ijariie16593.pdf
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