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.

Update

The Prediction_demo.ipynb includes now an example how to prepare the predictions for the tracking algorithm of "Fate of bubble clusters rising in a quiescent liquid". The tracking code can be found here.

Update

Now only tensorflow models are used, so no MXNet installation required.

Files (69.3 MB)
Name Size
CodeRepo.zip
md5:3e7b49ad85cd644dba8e4b7c88bfb1a1
4.0 MB Download
Models.zip
md5:f4a6990ae1e39c12ff9e9f619ca7b640
65.3 MB Download
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