2026-05-27T02:45:04Z
https://rodare.hzdr.de/oai2d
oai:rodare.hzdr.de:2329
2023-11-20T12:40:41Z
software
user-energy
user-fwd
user-hzdr
user-rodare
true
3.1
HZDR.RODARE
10.14278/rodare.2329
Hessenkemper, Hendrik
0000-0002-2588-694X
HZDR
Starke, Sebastian
HZDR
Atassi, Yazan
HZDR
Ziegenhein, Thomas
0000-0002-1378-3900
TIVConsultancy
Lucas, Dirk
0000-0003-0463-2278
HZDR
Software for Bubble identification from images with machine learning methods
Rodare
2022
Bubbly flows
Deep Learning
Computer Vision
CNN
Semantic segmentation
2022-08-05
en
https://rodare.hzdr.de/record/2329
https://www.hzdr.de/publications/Publ-34349
https://www.hzdr.de/publications/Publ-34350
10.14278/rodare.1470
https://rodare.hzdr.de/communities/energy
https://rodare.hzdr.de/communities/fwd
https://rodare.hzdr.de/communities/hzdr
https://rodare.hzdr.de/communities/rodare
1.0
Creative Commons Attribution 4.0 International
Open Access
<p>This package contains the software and the trained models described in the publication <a href="https://arxiv.org/abs/2202.03107">"Bubble identification from images with machine learning methods"</a>. Please refer to the README.md for installation instructions and to the Prediction_demo.ipynb for usage demonstration.</p>
<p><strong>Update</strong></p>
<p>The Prediction_demo.ipynb includes now an example how to prepare the predictions for the tracking algorithm of <a href="https://arxiv.org/abs/2306.02101">"Fate of bubble clusters rising in a quiescent liquid"</a>. The tracking code can be found <a href="https://rodare.hzdr.de/record/2316">here</a>.</p>