June 2, 2023 Dataset Open Access

Ma, Tian; Hessenkemper, Hendrik; Lucas, Dirk; Bragg, Andrew D.

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  <identifier identifierType="DOI">10.14278/rodare.2315</identifier>
  <creators>
    <creator>
      <creatorName>Ma, Tian</creatorName>
      <givenName>Tian</givenName>
      <familyName>Ma</familyName>
      <affiliation>HZDR</affiliation>
    </creator>
    <creator>
      <creatorName>Hessenkemper, Hendrik</creatorName>
      <givenName>Hendrik</givenName>
      <familyName>Hessenkemper</familyName>
      <affiliation>HZDR</affiliation>
    </creator>
    <creator>
      <creatorName>Lucas, Dirk</creatorName>
      <givenName>Dirk</givenName>
      <familyName>Lucas</familyName>
      <affiliation>HZDR</affiliation>
    </creator>
    <creator>
      <creatorName>Bragg, Andrew D.</creatorName>
      <givenName>Andrew D.</givenName>
      <familyName>Bragg</familyName>
      <affiliation>Duke University</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Dataset for Fate of bubble clusters rising in a quiescent liquid</title>
  </titles>
  <publisher>Rodare</publisher>
  <publicationYear>2023</publicationYear>
  <dates>
    <date dateType="Issued">2023-06-02</date>
  </dates>
  <resourceType resourceTypeGeneral="Dataset"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://rodare.hzdr.de/record/2315</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsIdenticalTo">https://www.hzdr.de/publications/Publ-37057</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.14278/rodare.2314</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://rodare.hzdr.de/communities/energy</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://rodare.hzdr.de/communities/fwd</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://rodare.hzdr.de/communities/hzdr</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://rodare.hzdr.de/communities/rodare</relatedIdentifier>
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  <rightsList>
    <rights rightsURI="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;This repository contains the training data for Fate of bubble clusters rising in a quiescent liquid. Sequence 18, 19, 33 and 37 were used for validation. The structure is as follows: The Images folder contains the semi-artificial image sequences, the GTMask folder contains semantic masks with the same ID (gray value) for the same bubble, Nodes.pkl contains the prediction generated with the detection method described in &lt;a href="http://arxiv.org/abs/2202.03107"&gt; &amp;quot;Bubble identification from images with machine learning methods&amp;quot;&lt;/a&gt; and NodesGT.pkl the corresponding ground truth needed for training. You can use GTMask or NodesGT.pkl to train/test your own tracking model.&lt;/p&gt;</description>
  </descriptions>
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