Skip to content

v0.3.0: data size reductions via SH clustering
Compare
Choose a tag to compare
@aras-p aras-p released this 27 Sep 18:28
· 167 commits to main since this release
v0.3.0
4ad65d5
This commit was created on GitHub.com and signed with GitHub’s verified signature. The key has expired.
GPG key ID: 4AEE18F83AFDEB23
Expired
Learn about vigilant mode.

See "Making Gaussian Splats more smaller" blog post for details/images. Largest change is that at low quality levels, spherical harmonics data now does vector quantization / clustering for large space savings.

  • Change: asset format has changed, you will have to re-create the gaussian splat assets.
  • Size: "Very High" quality level is now ~2x smaller than gaussian splat PLY file (was larger than PLY file previously), at virtually no quality loss.
  • Size: "Low" quality level is now smaller than before (12.2x -> 14.9x size reduction), and slightly better quality.
  • Size: "Very Low" quality level is not complete garbage now. Size about the same (18x reduction), but quality PSNR increased from ~24 to ~32.
  • UX: asset creation window now displays data sizes for individual components (position, color, SH etc.)
Assets 2
Loading