Clustering Exploration

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.