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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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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. |
format | Online Article Text |
id | pubmed-10148089 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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