Software Open Access
Hessenkemper, Hendrik;
Starke, Sebastian;
Atassi, Yazan;
Ziegenhein, Thomas;
Lucas, Dirk
{ "@type": "SoftwareSourceCode", "identifier": "https://doi.org/10.14278/rodare.1471", "keywords": [ "Bubbly flows", "Deep Learning", "Computer Vision", "CNN", "Semantic segmentation" ], "name": "Software for Bubble identification from images with machine learning methods", "creator": [ { "affiliation": "HZDR", "@type": "Person", "name": "Hessenkemper, Hendrik", "@id": "https://orcid.org/0000-0002-2588-694X" }, { "affiliation": "HZDR", "@type": "Person", "name": "Starke, Sebastian" }, { "affiliation": "HZDR", "@type": "Person", "name": "Atassi, Yazan" }, { "affiliation": "TIVConsultancy", "@type": "Person", "name": "Ziegenhein, Thomas", "@id": "https://orcid.org/0000-0002-1378-3900" }, { "affiliation": "HZDR", "@type": "Person", "name": "Lucas, Dirk", "@id": "https://orcid.org/0000-0003-0463-2278" } ], "url": "https://rodare.hzdr.de/record/1471", "license": "https://creativecommons.org/licenses/by/4.0/legalcode", "version": "1.0", "datePublished": "2022-03-07", "inLanguage": { "alternateName": "eng", "name": "English", "@type": "Language" }, "sameAs": [ "https://www.hzdr.de/publications/Publ-34349" ], "description": "<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>", "@context": "https://schema.org/", "@id": "https://doi.org/10.14278/rodare.1471" }
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Unique downloads | 195 | 110 |