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bird-cloud-gnn

bird-cloud-gnn is a Python package that helps generate a graph representation from point cloud data and fits graph neural networks for classification problem

4
contributors

What bird-cloud-gnn can do for you

Furthermore it can:

  • generate a graph representation from point cloud data
  • feed data to the Graph Neural Network (GNN)
  • classify each point
  • address situations when there is not enough labeled data by increasing it by the factor of ~1000
Keywords
Classification
Graph Neural Network
Machine learning
meteorology
Point Cloud
Programming language
  • Python 100%
License
</>Source code
Packages
pypi.org

Participating organisations

Netherlands eScience Center
University of Amsterdam

Reference papers

Contributors

Olga Lyashevska
Olga Lyashevska
Abel Soares Siqueira
Abel Soares Siqueira
BK
Bart Kranstauber
BH
Bart Hoekstra

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Updated 17 months ago
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