DEEP LEARNING BASED MASK DETECTION IN SMART HOME ENTRIES DURING THE EPIDEMIC PROCESS

DEEP LEARNING BASED MASK DETECTION IN SMART HOME ENTRIES DURING THE EPIDEMIC PROCESS

In this study, "smart home" systems were designed against Covid-19 virus, which negatively affects life all over the world, and viruses that may become epidemics later. Our homes need to be more hygienic and safe than yesterday. One of these hygiene rules is the masks that cover our nose a...

Full description

Bibliographic Details
Main Authors: B. Cerit, R. Bayir
Format: Article
Language:English
Published: Copernicus Publications 2020-11-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLIV-4-W3-2020/159/2020/isprs-archives-XLIV-4-W3-2020-159-2020.pdf
id doaj-e3a63147d1b04bb1a67237f855801f26
record_format Article
spelling doaj-e3a63147d1b04bb1a67237f855801f262020-11-25T04:11:45ZengCopernicus PublicationsThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences1682-17502194-90342020-11-01XLIV-4-W3-202015916310.5194/isprs-archives-XLIV-4-W3-2020-159-2020DEEP LEARNING BASED MASK DETECTION IN SMART HOME ENTRIES DURING THE EPIDEMIC PROCESSB. Cerit0R. Bayir1Department of Mechatronics Engineering, Graduate School of Natural and Applied Sciences, Karabuk University, Karabuk, TurkeyDepartment of Mechatronics Engineering, Technology Faculty, Karabuk University, Karabuk, TurkeyIn this study, "smart home" systems were designed against Covid-19 virus, which negatively affects life all over the world, and viruses that may become epidemics later. Our homes need to be more hygienic and safe than yesterday. One of these hygiene rules is the masks that cover our nose and mouth. It is very important to use a mask to prevent further spread of the virus. Whether or not the people in smart homes are wearing masks at home will be diagnosed with the deep learning method. Hosts will be warned if they do not have masks. Brightness level control card and illuminator have been added to smart home entrances to better identify people's faces. With PID, the illumination level is fixed at the desired value, and with IOT technology, people can follow the illumination level at the smart home entrance from the mobile application.https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLIV-4-W3-2020/159/2020/isprs-archives-XLIV-4-W3-2020-159-2020.pdf
collection DOAJ
language English
format Article
sources DOAJ
author B. Cerit
R. Bayir
spellingShingle B. Cerit
R. Bayir
DEEP LEARNING BASED MASK DETECTION IN SMART HOME ENTRIES DURING THE EPIDEMIC PROCESS
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
author_facet B. Cerit
R. Bayir
author_sort B. Cerit
title DEEP LEARNING BASED MASK DETECTION IN SMART HOME ENTRIES DURING THE EPIDEMIC PROCESS
title_short DEEP LEARNING BASED MASK DETECTION IN SMART HOME ENTRIES DURING THE EPIDEMIC PROCESS
title_full DEEP LEARNING BASED MASK DETECTION IN SMART HOME ENTRIES DURING THE EPIDEMIC PROCESS
title_fullStr DEEP LEARNING BASED MASK DETECTION IN SMART HOME ENTRIES DURING THE EPIDEMIC PROCESS
title_full_unstemmed DEEP LEARNING BASED MASK DETECTION IN SMART HOME ENTRIES DURING THE EPIDEMIC PROCESS
title_sort deep learning based mask detection in smart home entries during the epidemic process
publisher Copernicus Publications
series The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
issn 1682-1750
2194-9034
publishDate 2020-11-01
description In this study, "smart home" systems were designed against Covid-19 virus, which negatively affects life all over the world, and viruses that may become epidemics later. Our homes need to be more hygienic and safe than yesterday. One of these hygiene rules is the masks that cover our nose and mouth. It is very important to use a mask to prevent further spread of the virus. Whether or not the people in smart homes are wearing masks at home will be diagnosed with the deep learning method. Hosts will be warned if they do not have masks. Brightness level control card and illuminator have been added to smart home entrances to better identify people's faces. With PID, the illumination level is fixed at the desired value, and with IOT technology, people can follow the illumination level at the smart home entrance from the mobile application.
url https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLIV-4-W3-2020/159/2020/isprs-archives-XLIV-4-W3-2020-159-2020.pdf
work_keys_str_mv AT bcerit deeplearningbasedmaskdetectioninsmarthomeentriesduringtheepidemicprocess
AT rbayir deeplearningbasedmaskdetectioninsmarthomeentriesduringtheepidemicprocess
_version_ 1724417008963944448

Similar Items