April 17, 2024 Software Open Access

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

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{
  "id": "3419", 
  "title": "Software publication: 3D detection and tracking of deformable bubbles in swarms with the aid of deep learning models", 
  "author": [
    {
      "family": "Hessenkemper, Hendrik"
    }, 
    {
      "family": "Wang, Lantian"
    }, 
    {
      "family": "Lucas, Dirk"
    }, 
    {
      "family": "Shiyong, Tan"
    }, 
    {
      "family": "Rui, Ni"
    }, 
    {
      "family": "Ma, Tian"
    }
  ], 
  "type": "article", 
  "publisher": "Rodare", 
  "DOI": "10.14278/rodare.3419", 
  "issued": {
    "date-parts": [
      [
        2024, 
        4, 
        17
      ]
    ]
  }, 
  "abstract": "<p>This package contains the software and the trained models described in the publication &quot;<a href=\"https://www.sciencedirect.com/science/article/pii/S030193222400209X\">3D detection and tracking of deformable bubbles in swarms with the aid of deep learning models</a>&quot;. Please refer to the README.md for installation instructions and to the Tracking3D_demo.ipynb for usage demonstration.</p>\n\n<p><strong>Update</strong></p>\n\n<p>Minor bug fixes.</p>\n\n<p>The code now also provides the option for extended tracking using temporal information from 2D tracks.</p>"
}