UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 8 Issue 5
May-2021
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2105776


Registration ID:
309868

Page Number

f826-f830

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Title

Real Time Face Mask Detection Using Machine Learning

Abstract

The outbreak of Coronavirus disease has thus far killed over 2.85M people and infected over 131M all over the world, causing global health crisis. Due to this the government was forced to impose lockdown all over the world. As made mandatory by World Health Organization (WHO), the only effective protection method is to wear face mask every time we are out in public and maintain social distancing. Wearing face masks will automatically reduce the risk of spreading of the deadly virus. An efficient approach used for building Deep learning model for face detection will be presented. Here, we will have dataset that consists images that are with mask and without mask and later use OpenCV real-time face mask detection from our webcam. We will use the dataset to build a COVID-19 face mask detector with computer vision using Python, OpenCV, and Tensor Flow and Keras. Our aim to identify if the person in the image/video is masked or unmasked. The model achieves 98.7% accuracy on distinguishing people with or without face mask. We hope that our study would be useful to reduce the rapid spread of virus.

Key Words

Machine learning, Deep learning, computer vision, face mask, OpenCV, TensorFlow, Keras, CNN, MobileNetV2, YOLO

Cite This Article

"Real Time Face Mask Detection Using Machine Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 5, page no.f826-f830, May-2021, Available :http://www.jetir.org/papers/JETIR2105776.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Real Time Face Mask Detection Using Machine Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 5, page no. ppf826-f830, May-2021, Available at : http://www.jetir.org/papers/JETIR2105776.pdf

Publication Details

Published Paper ID: JETIR2105776
Registration ID: 309868
Published In: Volume 8 | Issue 5 | Year May-2021
DOI (Digital Object Identifier):
Page No: f826-f830
Country: Mumbai, Maharashtra, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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