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Software for Bubble identification from images with machine learning methods

Hessenkemper, Hendrik; Starke, Sebastian; Atassi, Yazan; Ziegenhein, Thomas; Lucas, Dirk


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  <dc:creator>Hessenkemper, Hendrik</dc:creator>
  <dc:creator>Starke, Sebastian</dc:creator>
  <dc:creator>Atassi, Yazan</dc:creator>
  <dc:creator>Ziegenhein, Thomas</dc:creator>
  <dc:creator>Lucas, Dirk</dc:creator>
  <dc:date>2022-03-07</dc:date>
  <dc:description>This package contains the software and the trained models described in the publication "Bubble identification from images with machine learning methods". Please refer to the README.md for installation instructions and to the Prediction_demo.ipynb for usage demonstration.</dc:description>
  <dc:identifier>https://rodare.hzdr.de/record/1471</dc:identifier>
  <dc:identifier>10.14278/rodare.1471</dc:identifier>
  <dc:identifier>oai:rodare.hzdr.de:1471</dc:identifier>
  <dc:language>eng</dc:language>
  <dc:relation>url:https://www.hzdr.de/publications/Publ-34349</dc:relation>
  <dc:relation>url:https://www.hzdr.de/publications/Publ-34350</dc:relation>
  <dc:relation>doi:10.14278/rodare.1470</dc:relation>
  <dc:relation>url:https://rodare.hzdr.de/communities/energy</dc:relation>
  <dc:relation>url:https://rodare.hzdr.de/communities/fwd</dc:relation>
  <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
  <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
  <dc:subject>Bubbly flows</dc:subject>
  <dc:subject>Deep Learning</dc:subject>
  <dc:subject>Computer Vision</dc:subject>
  <dc:subject>CNN</dc:subject>
  <dc:subject>Semantic segmentation</dc:subject>
  <dc:title>Software for Bubble identification from images with machine learning methods</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>software</dc:type>
</oai_dc:dc>
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