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Dynamic 3D Gaussians Datasets

This is a collection of kubric scripts used to generate dynamic multi-view scene datasets.

MOVi-F Multicam

Modified script from Kubric's MOVi-F dataset used to generate the same from multiple angles around a dome.

Usage

Assuming you have docker installed:

git clone 
docker pull kubricdockerhub/kubruntu
docker run --rm --interactive \
  --user $(id -u):$(id -g)    \
  --volume "$(pwd):/kubric"   \
  kubricdockerhub/kubruntu    \
  /usr/bin/python3 path/to/dynamic3dgaussiansdatasets/movi-f-mult-cam/worker.py \
  --camera=fixed_camera
  --max_motion_blur=2.0
  --save_state

TODO

  • Create movi-f-multicam dataset DONE
  • Upload dataset to gcp bucket Done
  • Run COLMAP on different partitions of dataset by # cameras (2, 5, 15, 31) MISSING
  • Use this fork to pipe ground truth blender scenes and COLMAP output to Dynamic 3DGS MISSING
  • Run Dynamic 3DGS on all datasets MISSING
  • Run paper metrics on the generated gaussian scenes for all datasets MISSING
  • Make figures/tables of metrics MISSING
  • Make Colab notebook to neatly show

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