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> <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="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="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> <controlfield tag="001">2315</controlfield> <controlfield tag="005">20230626202343.0</controlfield> <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="980" ind1=" " ind2=" "> <subfield code="a">dataset</subfield> </datafield> <datafield tag="542" ind1=" " ind2=" "> <subfield code="l">open</subfield> </datafield> <datafield tag="260" ind1=" " ind2=" "> <subfield code="c">2023-06-02</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="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="100" ind1=" " ind2=" "> <subfield code="a">Ma, Tian</subfield> <subfield code="u">HZDR</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> </record>
All versions | This version | |
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Views | 43 | 43 |
Downloads | 5 | 5 |
Data volume | 1.3 GB | 1.3 GB |
Unique views | 30 | 30 |
Unique downloads | 2 | 2 |