chungmin99 / garfield

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

Train on Blender data? #45

Open mfischer-ucl opened 2 weeks ago

mfischer-ucl commented 2 weeks ago

Hi, thanks for open sourcing this cool repo!

I was playing around with Garfield a bit and could get it to train successfully on colmap / MiPNeRF360 data (see the screenshot from the kitchen scene at the bottom), but when I try training on the original Blender data from the NeRF paper, it doesn't seem to converge and i get the following output:

image

The train cmd I used: ns-train garfield blender-data --data /path/to/lego/data

I also tried processing the blender data into colmap format with ns-process-data, but colmap fails and only matches 2 images, so that doesn't seem to work either.

Is training on Blender data not supported? Or any idea on what I'm doing wrong? Thanks :)

image