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An unique dataset for Christian sacral objects identification

Christian religious monuments as cathedrals, chapels, and temples, are found in many places on our planet. World-famous buildings such as the Notre Dame Cathedral in Paris, Gaudi's Cathedral in Barcelona, and St. Vitus Cathedral in Prague are commonly known. Many online photographs can be used...

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Autores principales: Feslová, Marie, Konopa, Michal, Horníčková, Kateřina, Jelínek, Jiří, Píšová, Eliška, Bunešová, Radka, Fesl, Jan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10148089/
https://www.ncbi.nlm.nih.gov/pubmed/37128589
http://dx.doi.org/10.1016/j.dib.2023.109137
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author Feslová, Marie
Konopa, Michal
Horníčková, Kateřina
Jelínek, Jiří
Píšová, Eliška
Bunešová, Radka
Fesl, Jan
author_facet Feslová, Marie
Konopa, Michal
Horníčková, Kateřina
Jelínek, Jiří
Píšová, Eliška
Bunešová, Radka
Fesl, Jan
author_sort Feslová, Marie
collection PubMed
description Christian religious monuments as cathedrals, chapels, and temples, are found in many places on our planet. World-famous buildings such as the Notre Dame Cathedral in Paris, Gaudi's Cathedral in Barcelona, and St. Vitus Cathedral in Prague are commonly known. Many online photographs can be used to build machine-learning models to identify them. The number of photographs is already significantly lower for little-known buildings, such as small churches in the Czech-German border region, and similar approaches cannot be used for identification. Based on these facts, our team has compiled a unique dataset for identifying the most important elements of Christian sacral buildings as altars, frescoes, pulpits, etc., which are almost always found in them. Our data set was manually created from several thousand real photographs. This dataset seems to be very usable, e.g., for creating new machine learning models and identifying objects in sacred objects or the objects themselves.
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spelling pubmed-101480892023-04-30 An unique dataset for Christian sacral objects identification Feslová, Marie Konopa, Michal Horníčková, Kateřina Jelínek, Jiří Píšová, Eliška Bunešová, Radka Fesl, Jan Data Brief Data Article Christian religious monuments as cathedrals, chapels, and temples, are found in many places on our planet. World-famous buildings such as the Notre Dame Cathedral in Paris, Gaudi's Cathedral in Barcelona, and St. Vitus Cathedral in Prague are commonly known. Many online photographs can be used to build machine-learning models to identify them. The number of photographs is already significantly lower for little-known buildings, such as small churches in the Czech-German border region, and similar approaches cannot be used for identification. Based on these facts, our team has compiled a unique dataset for identifying the most important elements of Christian sacral buildings as altars, frescoes, pulpits, etc., which are almost always found in them. Our data set was manually created from several thousand real photographs. This dataset seems to be very usable, e.g., for creating new machine learning models and identifying objects in sacred objects or the objects themselves. Elsevier 2023-04-11 /pmc/articles/PMC10148089/ /pubmed/37128589 http://dx.doi.org/10.1016/j.dib.2023.109137 Text en © 2023 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Data Article
Feslová, Marie
Konopa, Michal
Horníčková, Kateřina
Jelínek, Jiří
Píšová, Eliška
Bunešová, Radka
Fesl, Jan
An unique dataset for Christian sacral objects identification
title An unique dataset for Christian sacral objects identification
title_full An unique dataset for Christian sacral objects identification
title_fullStr An unique dataset for Christian sacral objects identification
title_full_unstemmed An unique dataset for Christian sacral objects identification
title_short An unique dataset for Christian sacral objects identification
title_sort unique dataset for christian sacral objects identification
topic Data Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10148089/
https://www.ncbi.nlm.nih.gov/pubmed/37128589
http://dx.doi.org/10.1016/j.dib.2023.109137
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