Software Open Access
Hessenkemper, Hendrik; Starke, Sebastian; Atassi, Yazan; Ziegenhein, Thomas; Lucas, Dirk
<?xml version='1.0' encoding='utf-8'?> <rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:adms="http://www.w3.org/ns/adms#" xmlns:cnt="http://www.w3.org/2011/content#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dct="http://purl.org/dc/terms/" xmlns:dctype="http://purl.org/dc/dcmitype/" xmlns:dcat="http://www.w3.org/ns/dcat#" xmlns:duv="http://www.w3.org/ns/duv#" xmlns:foaf="http://xmlns.com/foaf/0.1/" xmlns:frapo="http://purl.org/cerif/frapo/" xmlns:geo="http://www.w3.org/2003/01/geo/wgs84_pos#" xmlns:gsp="http://www.opengis.net/ont/geosparql#" xmlns:locn="http://www.w3.org/ns/locn#" xmlns:org="http://www.w3.org/ns/org#" xmlns:owl="http://www.w3.org/2002/07/owl#" xmlns:prov="http://www.w3.org/ns/prov#" xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#" xmlns:schema="http://schema.org/" xmlns:skos="http://www.w3.org/2004/02/skos/core#" xmlns:vcard="http://www.w3.org/2006/vcard/ns#" xmlns:wdrs="http://www.w3.org/2007/05/powder-s#"> <rdf:Description rdf:about="https://doi.org/10.14278/rodare.1471"> <rdf:type rdf:resource="http://www.w3.org/ns/dcat#Dataset"/> <dct:type rdf:resource="http://purl.org/dc/dcmitype/Software"/> <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://doi.org/10.14278/rodare.1471</dct:identifier> <foaf:page rdf:resource="https://doi.org/10.14278/rodare.1471"/> <dct:creator> <rdf:Description rdf:about="http://orcid.org/0000-0002-2588-694X"> <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/> <foaf:name>Hessenkemper, Hendrik</foaf:name> <foaf:givenName>Hendrik</foaf:givenName> <foaf:familyName>Hessenkemper</foaf:familyName> <org:memberOf> <foaf:Organization> <foaf:name>HZDR</foaf:name> </foaf:Organization> </org:memberOf> </rdf:Description> </dct:creator> <dct:creator> <rdf:Description> <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/> <foaf:name>Starke, Sebastian</foaf:name> <foaf:givenName>Sebastian</foaf:givenName> <foaf:familyName>Starke</foaf:familyName> <org:memberOf> <foaf:Organization> <foaf:name>HZDR</foaf:name> </foaf:Organization> </org:memberOf> </rdf:Description> </dct:creator> <dct:creator> <rdf:Description> <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/> <foaf:name>Atassi, Yazan</foaf:name> <foaf:givenName>Yazan</foaf:givenName> <foaf:familyName>Atassi</foaf:familyName> <org:memberOf> <foaf:Organization> <foaf:name>HZDR</foaf:name> </foaf:Organization> </org:memberOf> </rdf:Description> </dct:creator> <dct:creator> <rdf:Description rdf:about="http://orcid.org/0000-0002-1378-3900"> <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/> <foaf:name>Ziegenhein, Thomas</foaf:name> <foaf:givenName>Thomas</foaf:givenName> <foaf:familyName>Ziegenhein</foaf:familyName> <org:memberOf> <foaf:Organization> <foaf:name>TIVConsultancy</foaf:name> </foaf:Organization> </org:memberOf> </rdf:Description> </dct:creator> <dct:creator> <rdf:Description rdf:about="http://orcid.org/0000-0003-0463-2278"> <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/> <foaf:name>Lucas, Dirk</foaf:name> <foaf:givenName>Dirk</foaf:givenName> <foaf:familyName>Lucas</foaf:familyName> <org:memberOf> <foaf:Organization> <foaf:name>HZDR</foaf:name> </foaf:Organization> </org:memberOf> </rdf:Description> </dct:creator> <dct:title>Software for Bubble identification from images with machine learning methods</dct:title> <dct:publisher> <foaf:Agent> <foaf:name>Rodare</foaf:name> </foaf:Agent> </dct:publisher> <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#gYear">2022</dct:issued> <dcat:keyword>Bubbly flows</dcat:keyword> <dcat:keyword>Deep Learning</dcat:keyword> <dcat:keyword>Computer Vision</dcat:keyword> <dcat:keyword>CNN</dcat:keyword> <dcat:keyword>Semantic segmentation</dcat:keyword> <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#date">2022-03-07</dct:issued> <dct:language rdf:resource="http://publications.europa.eu/resource/authority/language/ENG"/> <owl:sameAs rdf:resource="https://rodare.hzdr.de/record/1471"/> <adms:identifier> <adms:Identifier> <skos:notation rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://rodare.hzdr.de/record/1471</skos:notation> </adms:Identifier> </adms:identifier> <owl:sameAs rdf:resource="https://www.hzdr.de/publications/Publ-34349"/> <dct:isReferencedBy rdf:resource="https://www.hzdr.de/publications/Publ-34350"/> <dct:isVersionOf rdf:resource="https://doi.org/10.14278/rodare.1470"/> <dct:isPartOf rdf:resource="https://rodare.hzdr.de/communities/energy"/> <dct:isPartOf rdf:resource="https://rodare.hzdr.de/communities/fwd"/> <dct:isPartOf rdf:resource="https://rodare.hzdr.de/communities/hzdr"/> <dct:isPartOf rdf:resource="https://rodare.hzdr.de/communities/rodare"/> <owl:versionInfo>1.0</owl:versionInfo> <dct:description><p>This package contains the software and the trained models described in the publication <a href="https://arxiv.org/abs/2202.03107">&quot;Bubble identification from images with machine learning methods&quot;</a>. Please refer to the README.md for installation instructions and to the Prediction_demo.ipynb for usage demonstration.</p></dct:description> <dct:accessRights rdf:resource="http://publications.europa.eu/resource/authority/access-right/PUBLIC"/> <dct:accessRights> <dct:RightsStatement rdf:about="info:eu-repo/semantics/openAccess"> <rdfs:label>Open Access</rdfs:label> </dct:RightsStatement> </dct:accessRights> <dcat:distribution> <dcat:Distribution> <dct:rights> <dct:RightsStatement rdf:about="https://creativecommons.org/licenses/by/4.0/legalcode"> <rdfs:label>Creative Commons Attribution 4.0 International</rdfs:label> </dct:RightsStatement> </dct:rights> <dcat:accessURL rdf:resource="https://doi.org/10.14278/rodare.1471"/> </dcat:Distribution> </dcat:distribution> </rdf:Description> </rdf:RDF>
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