April 17, 2024 Software Open Access

Hessenkemper, Hendrik; Wang, Lantian; Lucas, Dirk; Shiyong, Tan; Rui, Ni; Ma, Tian

DCAT Export

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    <dct:title>Software publication: 3D detection and tracking of deformable bubbles in swarms with the aid of deep learning models</dct:title>
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    <dcat:keyword>3D Lagrangian bubble tracking</dcat:keyword>
    <dcat:keyword>Bubble swarms</dcat:keyword>
    <dcat:keyword>Deformable bubbles</dcat:keyword>
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    <dct:description>&lt;p&gt;This package contains the software and the trained models described in the publication &amp;quot;&lt;a href="https://www.sciencedirect.com/science/article/pii/S030193222400209X"&gt;3D detection and tracking of deformable bubbles in swarms with the aid of deep learning models&lt;/a&gt;&amp;quot;. Please refer to the README.md for installation instructions and to the Tracking3D_demo.ipynb for usage demonstration.&lt;/p&gt; &lt;p&gt;&lt;strong&gt;Update&lt;/strong&gt;&lt;/p&gt; &lt;p&gt;Minor bug fixes.&lt;/p&gt; &lt;p&gt;The code now also provides the option for extended tracking using temporal information from 2D tracks.&lt;/p&gt;</dct:description>
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