Software Open Access
Hessenkemper, Hendrik; Starke, Sebastian; Atassi, Yazan; Ziegenhein, Thomas; Lucas, Dirk
{ "title": "Software for Bubble identification from images with machine learning methods", "abstract": "<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>\n\n<p><strong>Update</strong></p>\n\n<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>\n\n<p><strong>Update</strong></p>\n\n<p>Now only tensorflow models are used, so no MXNet installation required.</p>", "type": "article", "issued": { "date-parts": [ [ 2022, 8, 5 ] ] }, "version": "1.0", "DOI": "10.14278/rodare.2566", "publisher": "Rodare", "language": "eng", "author": [ { "family": "Hessenkemper, Hendrik" }, { "family": "Starke, Sebastian" }, { "family": "Atassi, Yazan" }, { "family": "Ziegenhein, Thomas" }, { "family": "Lucas, Dirk" } ], "id": "2566" }
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