Clustering Exploration

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Installation

• Install Hatch (this is a python environment manager)
• Clone repository
• Run hatch shell to enter the virtual environment
• Put collected_splats.csv and gt.png in the src/clustering_exploration/data/ directory
  • These were generated using this fork of diff-gaussian-rasterization
• Run through the notebooks in src/cluster_exploration.

Testing

• The test setup can be found in tests folder
• Before running any program, modify the config.json with correct file path.
• dataset_init.py will create csv files for views from given model.
  • Usage: python dataset_init.py <path-to-config>
• test_suite.py will compute images and corresponding statistics from clustering algorithm.
  • Usage: python test_suite.py <path-to-config>

License

clustering-exploration is distributed under the terms of the MIT license.