UGC Approved Journal no 63975(19)

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

Volume 8 Issue 9
September-2021
eISSN: 2349-5162

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

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Published Paper ID:
JETIR2109314


Registration ID:
315180

Page Number

d145-d152

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Title

Comprehensive Analysis of Various Deep Learning Based Facemask Detection Techniques

Abstract

Uniform spread of the coronavirus has caused a sustained increase in the number of victims in different countries of the world since the day it took off. Detecting criminals is extremely necessary to ensure that the spread of the virus is constantly reduced. This article shows the use of deep learning methods which deal with different person who does not wear a facemask. This mask detection dataset includes with and without mask images, we will perform face detection in real time from a live feed through our webcam. We will likely find out if the person is wearing a face mask in still images, as well as in computer video streaming and deep learning procedures. To think of a framework that will be updated broadly, multiple classifiers with multiple optimizers must be evaluated. This research article presents a review of classifiers such as SGD, ADAM, MobileNetV2, each with ADAGRAD, VGG16 and RESNET50 optimizers.

Key Words

Python, Deep Learning, Computer Vision, OpenCV, Tensor Flow, Keras, Pytorch, COVID-19

Cite This Article

"Comprehensive Analysis of Various Deep Learning Based Facemask Detection Techniques", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 9, page no.d145-d152, September-2021, Available :http://www.jetir.org/papers/JETIR2109314.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

"Comprehensive Analysis of Various Deep Learning Based Facemask Detection Techniques", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 9, page no. ppd145-d152, September-2021, Available at : http://www.jetir.org/papers/JETIR2109314.pdf

Publication Details

Published Paper ID: JETIR2109314
Registration ID: 315180
Published In: Volume 8 | Issue 9 | Year September-2021
DOI (Digital Object Identifier):
Page No: d145-d152
Country: Vallabh Vidyanagar, Gujarat, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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