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Investigate And Analysis Of Deep Learning And Machine Learning Algorithm For Face Mask Detection System

People nowadays tend to wear a protective facemask because of the pandemic COVID-19 that strike our world few years ago and wear protective facemask has become a new normal. Many public place that provides a certain service want people to wear mask correctly before entering the place. Therefore, by...

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Main Author:	Muhammad Ezzuddeen, Suratman
Format:	Undergraduates Project Papers
Language:	English
Published:	2022
Subjects:	TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/39869/1/EA18017_MUHAMMAD%20EZZUDDEEN%20BIN%20SURATMAN_Thesis%20-%20Ezzuddeen%20Dean.pdf http://umpir.ump.edu.my/id/eprint/39869/
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id	my.ump.umpir.39869
record_format	eprints
spelling	my.ump.umpir.398692024-01-05T04:00:21Z http://umpir.ump.edu.my/id/eprint/39869/ Investigate And Analysis Of Deep Learning And Machine Learning Algorithm For Face Mask Detection System Muhammad Ezzuddeen, Suratman TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering People nowadays tend to wear a protective facemask because of the pandemic COVID-19 that strike our world few years ago and wear protective facemask has become a new normal. Many public place that provides a certain service want people to wear mask correctly before entering the place. Therefore, by developing the facemask detection system, it tends to help a global society to aware the environment that surround by the virus and to prevent the infections. Although vaccines have been developed, people still need to be aware because of some society that stick not to wanting a vaccine. For develop this system, machine learning and deep learning is the best method to use by using some basic machine learning package such as Tensorflow, Keras and OpenCV. This method detects the image of someone face from the image, video and real time monitoring correctly and then identifies it has a facemask on it or not and will alert the authority if not wearing a facemask. This system can be use at the premise before people entering the place and would eliminate the need to place a worker to monitor the people coming in at the entrance and minimize the infections. 2022-06 Undergraduates Project Papers NonPeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/39869/1/EA18017_MUHAMMAD%20EZZUDDEEN%20BIN%20SURATMAN_Thesis%20-%20Ezzuddeen%20Dean.pdf Muhammad Ezzuddeen, Suratman (2022) Investigate And Analysis Of Deep Learning And Machine Learning Algorithm For Face Mask Detection System. College of Engineering, Universiti Malaysia Pahang Al-Sultan Abdullah.
institution	Universiti Malaysia Pahang Al-Sultan Abdullah
building	UMPSA Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Malaysia Pahang Al-Sultan Abdullah
content_source	UMPSA Institutional Repository
url_provider	http://umpir.ump.edu.my/
language	English
topic	TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering Muhammad Ezzuddeen, Suratman Investigate And Analysis Of Deep Learning And Machine Learning Algorithm For Face Mask Detection System
description	People nowadays tend to wear a protective facemask because of the pandemic COVID-19 that strike our world few years ago and wear protective facemask has become a new normal. Many public place that provides a certain service want people to wear mask correctly before entering the place. Therefore, by developing the facemask detection system, it tends to help a global society to aware the environment that surround by the virus and to prevent the infections. Although vaccines have been developed, people still need to be aware because of some society that stick not to wanting a vaccine. For develop this system, machine learning and deep learning is the best method to use by using some basic machine learning package such as Tensorflow, Keras and OpenCV. This method detects the image of someone face from the image, video and real time monitoring correctly and then identifies it has a facemask on it or not and will alert the authority if not wearing a facemask. This system can be use at the premise before people entering the place and would eliminate the need to place a worker to monitor the people coming in at the entrance and minimize the infections.
format	Undergraduates Project Papers
author	Muhammad Ezzuddeen, Suratman
author_facet	Muhammad Ezzuddeen, Suratman
author_sort	Muhammad Ezzuddeen, Suratman
title	Investigate And Analysis Of Deep Learning And Machine Learning Algorithm For Face Mask Detection System
title_short	Investigate And Analysis Of Deep Learning And Machine Learning Algorithm For Face Mask Detection System
title_full	Investigate And Analysis Of Deep Learning And Machine Learning Algorithm For Face Mask Detection System
title_fullStr	Investigate And Analysis Of Deep Learning And Machine Learning Algorithm For Face Mask Detection System
title_full_unstemmed	Investigate And Analysis Of Deep Learning And Machine Learning Algorithm For Face Mask Detection System
title_sort	investigate and analysis of deep learning and machine learning algorithm for face mask detection system
publishDate	2022
url	http://umpir.ump.edu.my/id/eprint/39869/1/EA18017_MUHAMMAD%20EZZUDDEEN%20BIN%20SURATMAN_Thesis%20-%20Ezzuddeen%20Dean.pdf http://umpir.ump.edu.my/id/eprint/39869/
_version_	1822924031318294528
score	13.232414

Investigate And Analysis Of Deep Learning And Machine Learning Algorithm For Face Mask Detection System

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