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2DGS

2D (Surfel) Gaussian Splatting Implemented in Nerfstudio

 
 
(Left) 3D Gaussian Splatting, (Right) 2D Gaussian Splatting
 

Tested on Python 3.10, cuda 12.1, using conda.

Installation

  1. Create conda environment and install relevant packages
conda create --name 2dgs -y python=3.10
conda activate 2dgs
conda install -c "nvidia/label/cuda-12.1.0" cuda-toolkit
conda install pytorch==2.5.1 torchvision==0.20.1 torchaudio==2.5.1 pytorch-cuda=12.1 -c pytorch -c nvidia
pip install nerfstudio==1.1.5
pip install git+https://github.com/nerfstudio-project/gsplat.git
  1. Install 2DGS!
git clone https://github.com/uynitsuj/2dgs-nerfstudio.git
cd 2dgs-nerfstudio
python -m pip install -e .

ns-install-cli

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