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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:10.55041/IJSREM16192

AI BASED REALTIME FACE MASK DETECTION

Stream/Area:

-

Subject:

-

Paper ID:

10.55041/IJSREM16192

Volume:

6 |

8 |

Aug 2022

Pages:

Publication Frequency:

Monthly (12 issues per year)

DOI
Digital Object Identifier
10.55041/IJSREM16192

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

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Authors

PJ

P. JEYARAM

DSSB

Dr. S. SAJITHA BANU

KR

K. RAMYA

MMR

M. MOHAMED RAFI

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Abstract

The world has not yet fully Recover from this pandemic and the vaccine that can effectively treat Covid-19 is yet to be discovered. Wearing a face mask will help prevent the spread of infection and prevent the individual from contracting any airborne infectious germs. Done by evaluation of the classification results by analysing real-time streaming from the Camera. Using Face Mask Detection System, one can monitor if the people are wearing masks or not. Here HAARCASACADE algorithm is used for image detection. Collating with other existing algorithms, this classifier produces a high recognition rate even with varying expressions, efficient feature selection and low assortment of false positive features. HAAR feature-based cascade classifier system utilizes only 200 features out of 6000 features to yield a recognition rate of 98-100%. According to this motivation we demand mask detection as a unique and public health service system during the global pandemic COVID-19 epidemic. The model is trained by face mask image and non-face mask image.

KEYWORDS

Face mask detection Face edges (FMD) CNN- Convolutional Neural Network

Cite This Article

P. JEYARAM, Dr. S. SAJITHA BANU, K. RAMYA, M. MOHAMED RAFI, "AI BASED REALTIME FACE MASK DETECTION," International Journal of Scientific Research in Engineering and Management, vol. 6, no. 8, Aug 2022. https://doi.org/10.55041/IJSREM16192

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Publication Date

8/28/2022

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Double-Blind Peer Review

Review Rounds: 2

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The authors declare no conflict of interest related to this research work.

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No funding information available for this research.

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