chungmin99 / garfield

[CVPR'24] Group Anything with Radiance Fields
https://www.garfield.studio/
MIT License
389 stars 31 forks source link

Support superpixels for 2D groups #6

Open chungmin99 opened 10 months ago

chungmin99 commented 10 months ago

Superpixels in 2D can provide reasonable supervision for 3D groups, like below:

image

Smaller scale can pick apart the logo / smaller objects:

image image

At a larger scale it can include bigger groups:

image image

It's definitely not as good as the SAM multi level mask groups, but it's worth exploring this type of texture-based grouping as well.