Analysis of the impact of the use of Artificial Intelligence as a service for the detection of unprotected facial passers-by

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The world is facing unprecedented challenges due to the COVID-19 pandemic, this situation has slowed development progress in many countries. The pandemic has had a very strong impact on human capital: many lives, education, basic well-being, and future productivity were taken. Many countries have be...

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Detalles Bibliográficos
Autores: Vera Cuya, Ronald Martín, Ogosi Auqui, José Antonio, Aguirre Rodríguez, Cesar Edinson, Arenas Ñiquin, José Luis, Guadalupe Mori, Víctor Hugo, Pérez Rojas, Even Deyser
Formato: objeto de conferencia
Fecha de Publicación:2023
Institución:Universidad Tecnológica del Perú
Repositorio:UTP-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorio.utp.edu.pe:20.500.12867/8212
Enlace del recurso:https://hdl.handle.net/20.500.12867/8212
https://dx.doi.org/10.18687/LACCEI2023.1.1.1316
Nivel de acceso:acceso abierto
Materia:Artificial intelligence
Human face recognition (Computer science)
Deep learning
COVID-19
https://purl.org/pe-repo/ocde/ford#1.02.00
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dc.title.es_PE.fl_str_mv Analysis of the impact of the use of Artificial Intelligence as a service for the detection of unprotected facial passers-by
title Analysis of the impact of the use of Artificial Intelligence as a service for the detection of unprotected facial passers-by
spellingShingle Analysis of the impact of the use of Artificial Intelligence as a service for the detection of unprotected facial passers-by
Vera Cuya, Ronald Martín
Artificial intelligence
Human face recognition (Computer science)
Deep learning
COVID-19
https://purl.org/pe-repo/ocde/ford#1.02.00
title_short Analysis of the impact of the use of Artificial Intelligence as a service for the detection of unprotected facial passers-by
title_full Analysis of the impact of the use of Artificial Intelligence as a service for the detection of unprotected facial passers-by
title_fullStr Analysis of the impact of the use of Artificial Intelligence as a service for the detection of unprotected facial passers-by
title_full_unstemmed Analysis of the impact of the use of Artificial Intelligence as a service for the detection of unprotected facial passers-by
title_sort Analysis of the impact of the use of Artificial Intelligence as a service for the detection of unprotected facial passers-by
author Vera Cuya, Ronald Martín
author_facet Vera Cuya, Ronald Martín
Ogosi Auqui, José Antonio
Aguirre Rodríguez, Cesar Edinson
Arenas Ñiquin, José Luis
Guadalupe Mori, Víctor Hugo
Pérez Rojas, Even Deyser
author_role author
author2 Ogosi Auqui, José Antonio
Aguirre Rodríguez, Cesar Edinson
Arenas Ñiquin, José Luis
Guadalupe Mori, Víctor Hugo
Pérez Rojas, Even Deyser
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Vera Cuya, Ronald Martín
Ogosi Auqui, José Antonio
Aguirre Rodríguez, Cesar Edinson
Arenas Ñiquin, José Luis
Guadalupe Mori, Víctor Hugo
Pérez Rojas, Even Deyser
dc.subject.es_PE.fl_str_mv Artificial intelligence
Human face recognition (Computer science)
Deep learning
COVID-19
topic Artificial intelligence
Human face recognition (Computer science)
Deep learning
COVID-19
https://purl.org/pe-repo/ocde/ford#1.02.00
dc.subject.ocde.es_PE.fl_str_mv https://purl.org/pe-repo/ocde/ford#1.02.00
description The world is facing unprecedented challenges due to the COVID-19 pandemic, this situation has slowed development progress in many countries. The pandemic has had a very strong impact on human capital: many lives, education, basic well-being, and future productivity were taken. Many countries have become increasingly concerned with the pandemic, which necessitates research in new information technologies. This includes artificial intelligence research. One new idea we present in this paper helps to fight the epidemic. Very little research has been conducted on mask detection. This is because masks provide protection against COVID-19, and people with masks struggle to function normally without protection. However, recent advances in CNNs have made it possible to extract deep features from faces.
publishDate 2023
dc.date.accessioned.none.fl_str_mv 2024-01-18T21:19:10Z
dc.date.available.none.fl_str_mv 2024-01-18T21:19:10Z
dc.date.issued.fl_str_mv 2023
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dc.identifier.journal.es_PE.fl_str_mv LACCEI Proceedings
dc.identifier.doi.none.fl_str_mv https://dx.doi.org/10.18687/LACCEI2023.1.1.1316
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LACCEI Proceedings
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https://dx.doi.org/10.18687/LACCEI2023.1.1.1316
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dc.publisher.es_PE.fl_str_mv Latin American and Caribbean Consortium of Engineering Institutions
dc.publisher.country.es_PE.fl_str_mv US
dc.source.es_PE.fl_str_mv Repositorio Institucional - UTP
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spelling Vera Cuya, Ronald MartínOgosi Auqui, José AntonioAguirre Rodríguez, Cesar EdinsonArenas Ñiquin, José LuisGuadalupe Mori, Víctor HugoPérez Rojas, Even Deyser2024-01-18T21:19:10Z2024-01-18T21:19:10Z20232414-6390https://hdl.handle.net/20.500.12867/8212LACCEI Proceedingshttps://dx.doi.org/10.18687/LACCEI2023.1.1.1316The world is facing unprecedented challenges due to the COVID-19 pandemic, this situation has slowed development progress in many countries. The pandemic has had a very strong impact on human capital: many lives, education, basic well-being, and future productivity were taken. Many countries have become increasingly concerned with the pandemic, which necessitates research in new information technologies. This includes artificial intelligence research. One new idea we present in this paper helps to fight the epidemic. Very little research has been conducted on mask detection. This is because masks provide protection against COVID-19, and people with masks struggle to function normally without protection. However, recent advances in CNNs have made it possible to extract deep features from faces.21 st LACCEI International Multi-Conference for Engineering, Education, and Technology & 4th CLADI-CONFEDI: “Leadership in Education and Innovation in Engineering in the Framework of Global Transformations: Integration and Alliances for Integral Development”, Hybrid Event, Buenos Aires - Argentina, July 17 - 21, 2023.Campus Lima Centroapplication/pdfengLatin American and Caribbean Consortium of Engineering InstitutionsUSinfo:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-sa/4.0/Repositorio Institucional - UTPUniversidad Tecnológica del Perúreponame:UTP-Institucionalinstname:Universidad Tecnológica del Perúinstacron:UTPArtificial intelligenceHuman face recognition (Computer science)Deep learningCOVID-19https://purl.org/pe-repo/ocde/ford#1.02.00Analysis of the impact of the use of Artificial Intelligence as a service for the detection of unprotected facial passers-byinfo:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionORIGINALR.Vera_Conference_Paper_2023.pdfR.Vera_Conference_Paper_2023.pdfapplication/pdf635122http://repositorio.utp.edu.pe/bitstream/20.500.12867/8212/1/R.Vera_Conference_Paper_2023.pdf624c1c921cc92b9ce694f1069b09ca88MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.utp.edu.pe/bitstream/20.500.12867/8212/2/license.txt8a4605be74aa9ea9d79846c1fba20a33MD52TEXTR.Vera_Conference_Paper_2023.pdf.txtR.Vera_Conference_Paper_2023.pdf.txtExtracted texttext/plain27046http://repositorio.utp.edu.pe/bitstream/20.500.12867/8212/3/R.Vera_Conference_Paper_2023.pdf.txt045b00eabcd0739567e6e2953c30f639MD53THUMBNAILR.Vera_Conference_Paper_2023.pdf.jpgR.Vera_Conference_Paper_2023.pdf.jpgGenerated Thumbnailimage/jpeg24692http://repositorio.utp.edu.pe/bitstream/20.500.12867/8212/4/R.Vera_Conference_Paper_2023.pdf.jpg0abafa9d135ac9a348da8970ae0dda75MD5420.500.12867/8212oai:repositorio.utp.edu.pe:20.500.12867/82122024-01-19 03:04:58.235Repositorio Institucional de la Universidad Tecnológica del Perúrepositorio@utp.edu.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