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Title: :  REAL-TIME FACE MASK DETECTOR
PaperId: :  14806
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 3 2021
DUI:    16.0415/IJARIIE-14806
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Praveen VDayananda Sagar Academy of Technology and Management
Pramod MahajanDayananda Sagar Academy of Technology and Management
Pranav KNDayananda Sagar Academy of Technology and Management
Sai Kiran Dayananda Sagar Academy of Technology and Management

Abstract

Computer Science Engineering
Coronavirus, Covid-19, Machine Learning, Face Mask Detection, TensorFlow, Keras, OpenCV
The COVID-19 pandemic has quickly influenced our everyday lives, disrupting commerce, and movements around the world. The wearing of a mask to cover the face has become a modern normal. In the near future, several public utility providers will be asking consumers to wear masks appropriately to make use of their facilities. Face mask identification has therefore become a key factor in helping global society. Using basic Machine Learning packages such as TensorFlow, Keras, and OpenCV, this paper offers a simpler approach to achieving this objective. The proposed method correctly recognizes the face from the image and then identifies whether or not it has a mask on it. As a surveillance task officer, a face may also be identified along with a mask in motion. On two separate datasets, the technique achieves an accuracy of up to 95.77 percent and 94.58 percent, respectively. We analyze optimum parameter values using the Sequential Convolutional Neural Network model to appropriately detect the existence of masks without overfitting.

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IJARIIE Praveen V, Pramod Mahajan, Pranav KN, and Sai Kiran . "REAL-TIME FACE MASK DETECTOR" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 3 2021 Page 3487-3495
MLA Praveen V, Pramod Mahajan, Pranav KN, and Sai Kiran . "REAL-TIME FACE MASK DETECTOR." International Journal Of Advance Research And Innovative Ideas In Education 7.3(2021) : 3487-3495.
APA Praveen V, Pramod Mahajan, Pranav KN, & Sai Kiran . (2021). REAL-TIME FACE MASK DETECTOR. International Journal Of Advance Research And Innovative Ideas In Education, 7(3), 3487-3495.
Chicago Praveen V, Pramod Mahajan, Pranav KN, and Sai Kiran . "REAL-TIME FACE MASK DETECTOR." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 3 (2021) : 3487-3495.
Oxford Praveen V, Pramod Mahajan, Pranav KN, and Sai Kiran . 'REAL-TIME FACE MASK DETECTOR', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, 2021, p. 3487-3495. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/REAL_TIME_FACE_MASK_DETECTOR_ijariie14806.pdf (Accessed : 12 July 2021).
Harvard Praveen V, Pramod Mahajan, Pranav KN, and Sai Kiran . (2021) 'REAL-TIME FACE MASK DETECTOR', International Journal Of Advance Research And Innovative Ideas In Education, 7(3), pp. 3487-3495IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/REAL_TIME_FACE_MASK_DETECTOR_ijariie14806.pdf (Accessed : 12 July 2021)
IEEE Praveen V, Pramod Mahajan, Pranav KN, and Sai Kiran , "REAL-TIME FACE MASK DETECTOR," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, pp. 3487-3495, May-Jun 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/REAL_TIME_FACE_MASK_DETECTOR_ijariie14806.pdf [Accessed : 12 July 2021].
Turabian Praveen V, Pramod Mahajan, Pranav KN, and Sai Kiran . "REAL-TIME FACE MASK DETECTOR." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 3 (12 July 2021).
Vancouver Praveen V, Pramod Mahajan, Pranav KN, and Sai Kiran . REAL-TIME FACE MASK DETECTOR. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : 12 July 2021]; 7(3) : 3487-3495. Available from: https://ijariie.com/AdminUploadPdf/REAL_TIME_FACE_MASK_DETECTOR_ijariie14806.pdf
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