There is a newer version of this record available.

Software Open Access

Software for Bubble identification from images with machine learning methods

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


Dublin Core Export

<?xml version='1.0' encoding='utf-8'?>
<oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <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>
1,464
254
views
downloads
All versions This version
Views 1,464679
Downloads 254144
Data volume 5.6 GB2.8 GB
Unique views 929452
Unique downloads 164100

Share

Cite as