Software Open Access
Software for Bubble identification from images with machine learning methods
Hessenkemper, Hendrik;
Starke, Sebastian;
Atassi, Yazan;
Ziegenhein, Thomas;
Lucas, Dirk
This package contains the software and the trained models described in the publication "Bubble identification from images with machine learning methods". Please refer to the README.md for installation instructions and to the Prediction_demo.ipynb for usage demonstration.
Files
(45.2 MB)
| Name | Size | |
|---|---|---|
|
CodeRepo.zip
md5:3b8a16c9a3001ebe336cd2f1a0d1b979 |
5.7 MB | Download |
|
Models.zip
md5:aac847bbebf9e1286ec34543a2c640f7 |
39.6 MB | Download |
4,313
651
views
downloads
| All versions | This version | |
|---|---|---|
| Views | 4,313 | 1,502 |
| Downloads | 651 | 389 |
| Data volume | 16.3 GB | 8.5 GB |
| Unique views | 2,751 | 1,131 |
| Unique downloads | 388 | 230 |
- Publication date:
- March 7, 2022
- DOI:
-
- Keyword(s):
- Bubbly flows Deep Learning Computer Vision CNN Semantic segmentation
- Related identifiers:
- Identical to:
https://www.hzdr.de/publications/Publ-34349 - Referenced by:
https://www.hzdr.de/publications/Publ-34350 - Communities:
- License (for files):
- Creative Commons Attribution 4.0 International