Band-limited Coordinate Networks for Multiscale Scene Representation

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Official PyTorch implementation of BACON.
BACON: Band-limited Coordinate Networks for Multiscale Scene Representation
David B. Lindell*,
Dave Van Veen,
Jeong Joon Park,
Gordon Wetzstein
Stanford University

Quickstart

To setup a conda environment use these commands

conda env create -f environment.yml
conda activate bacon

# download all datasets
python download_datasets.py

Now you can train networks to fit a 1D function, images, signed distance fields, or neural radiance fields with the following commands.