Dataset Open Access
Ma, Tian; Hessenkemper, Hendrik; Lucas, Dirk; Bragg, Andrew D.
<?xml version='1.0' encoding='UTF-8'?>
<record xmlns="http://www.loc.gov/MARC21/slim">
<leader>00000nmm##2200000uu#4500</leader>
<datafield tag="024" ind1=" " ind2=" ">
<subfield code="a">10.14278/rodare.2315</subfield>
<subfield code="2">doi</subfield>
</datafield>
<controlfield tag="005">20230626202343.0</controlfield>
<controlfield tag="001">2315</controlfield>
<datafield tag="100" ind1=" " ind2=" ">
<subfield code="a">Ma, Tian</subfield>
<subfield code="u">HZDR</subfield>
</datafield>
<datafield tag="245" ind1=" " ind2=" ">
<subfield code="a">Dataset for Fate of bubble clusters rising in a quiescent liquid</subfield>
</datafield>
<datafield tag="540" ind1=" " ind2=" ">
<subfield code="u">https://creativecommons.org/licenses/by/4.0/legalcode</subfield>
<subfield code="a">Creative Commons Attribution 4.0 International</subfield>
</datafield>
<datafield tag="260" ind1=" " ind2=" ">
<subfield code="c">2023-06-02</subfield>
</datafield>
<datafield tag="980" ind1=" " ind2=" ">
<subfield code="a">dataset</subfield>
</datafield>
<datafield tag="650" ind1="1" ind2="7">
<subfield code="a">cc-by</subfield>
<subfield code="2">opendefinition.org</subfield>
</datafield>
<datafield tag="773" ind1=" " ind2=" ">
<subfield code="a">https://www.hzdr.de/publications/Publ-37057</subfield>
<subfield code="i">isIdenticalTo</subfield>
<subfield code="n">url</subfield>
</datafield>
<datafield tag="773" ind1=" " ind2=" ">
<subfield code="a">10.14278/rodare.2314</subfield>
<subfield code="i">isVersionOf</subfield>
<subfield code="n">doi</subfield>
</datafield>
<datafield tag="909" ind1="C" ind2="O">
<subfield code="o">oai:rodare.hzdr.de:2315</subfield>
<subfield code="p">openaire_data</subfield>
<subfield code="p">user-hzdr</subfield>
<subfield code="p">user-energy</subfield>
<subfield code="p">user-rodare</subfield>
<subfield code="p">user-fwd</subfield>
</datafield>
<datafield tag="980" ind1=" " ind2=" ">
<subfield code="a">user-energy</subfield>
</datafield>
<datafield tag="980" ind1=" " ind2=" ">
<subfield code="a">user-fwd</subfield>
</datafield>
<datafield tag="980" ind1=" " ind2=" ">
<subfield code="a">user-hzdr</subfield>
</datafield>
<datafield tag="980" ind1=" " ind2=" ">
<subfield code="a">user-rodare</subfield>
</datafield>
<datafield tag="700" ind1=" " ind2=" ">
<subfield code="a">Hessenkemper, Hendrik</subfield>
<subfield code="u">HZDR</subfield>
</datafield>
<datafield tag="700" ind1=" " ind2=" ">
<subfield code="a">Lucas, Dirk</subfield>
<subfield code="u">HZDR</subfield>
</datafield>
<datafield tag="700" ind1=" " ind2=" ">
<subfield code="a">Bragg, Andrew D.</subfield>
<subfield code="u">Duke University</subfield>
</datafield>
<datafield tag="542" ind1=" " ind2=" ">
<subfield code="l">open</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">176284845</subfield>
<subfield code="u">https://rodare.hzdr.de/record/2315/files/TrainingData1.zip</subfield>
<subfield code="z">md5:c632d0bcf5147d24683148ed084202ea</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">389192730</subfield>
<subfield code="u">https://rodare.hzdr.de/record/2315/files/TrainingData2.zip</subfield>
<subfield code="z">md5:2356e03486f01633672d94f3df279722</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">209914480</subfield>
<subfield code="u">https://rodare.hzdr.de/record/2315/files/TrainingData3.zip</subfield>
<subfield code="z">md5:ae6acbb70fbbceb54fc99d7683a3d29a</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">319349061</subfield>
<subfield code="u">https://rodare.hzdr.de/record/2315/files/TrainingData4.zip</subfield>
<subfield code="z">md5:66db599cdaf7068c8734bbab8e8d3c26</subfield>
</datafield>
<datafield tag="520" ind1=" " ind2=" ">
<subfield code="a"><p>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 <a href="http://arxiv.org/abs/2202.03107"> &quot;Bubble identification from images with machine learning methods&quot;</a> and NodesGT.pkl the corresponding ground truth needed for training. You can use GTMask or NodesGT.pkl to train/test your own tracking model.</p></subfield>
</datafield>
</record>
| All versions | This version | |
|---|---|---|
| Views | 415 | 415 |
| Downloads | 68 | 68 |
| Data volume | 17.1 GB | 17.1 GB |
| Unique views | 369 | 369 |
| Unique downloads | 45 | 45 |