Software Open Access
Software publication: 3D detection and tracking of deformable bubbles in swarms with the aid of deep learning models
Hessenkemper, Hendrik;
Wang, Lantian;
Lucas, Dirk;
Shiyong, Tan;
Rui, Ni;
Ma, Tian
This package contains the software and the trained models described in the publication "3D detection and tracking of deformable bubbles in swarms with the aid of deep learning models". Please refer to the README.md for installation instructions and to the Tracking3D_demo.ipynb for usage demonstration.
Update
Minor bug fixes.
The code now also provides the option for extended tracking using temporal information from 2D tracks.
Files
(53.6 MB)
| Name | Size | |
|---|---|---|
|
3d-bubble-tracking.zip
md5:65b2447d3d56c7c8c2b41e4f563909c2 |
53.6 MB | Download |
1,920
196
views
downloads
| All versions | This version | |
|---|---|---|
| Views | 1,920 | 884 |
| Downloads | 196 | 119 |
| Data volume | 10.3 GB | 6.4 GB |
| Unique views | 1,684 | 821 |
| Unique downloads | 186 | 112 |
- Publication date:
- April 17, 2024
- DOI:
-
- Keyword(s):
- 3D Lagrangian bubble tracking Bubble swarms Deformable bubbles Deep learning
- Related identifiers:
- Identical to:
https://www.hzdr.de/publications/Publ-38982 - Referenced by:
10.1016/j.ijmultiphaseflow.2024.104932, https://www.hzdr.de/publications/Publ-38980, https://www.hzdr.de/publications/Publ-40163 - Communities:
- License (for files):
- Creative Commons Attribution 4.0 International