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Installation

An example of installation is shown below:

git clone https://github.com/KU-CVLAB/3DFuse
cd 3DFuse
conda create -n 3DFuse python=3.8
conda activate 3DFuse
pip install torch==1.12.1+cu113 torchvision==0.13.1+cu113 torchaudio==0.12.1 --extra-index-url https://download.pytorch.org/whl/cu113
conda install pytorch3d -c pytorch3d

If PyTorch3D installation fails, please try

pip install git+https://github.com/facebookresearch/pytorch3d@c8af1c45ca9f4fdd4e59b49172ca74983ff3147a#egg=pytorch3d

or follow the instructions here.

And then,

pip install -r requirements.txt

Pretrained Weights

The weights required for the operation of our framework can be downloaded from our HuggingFace page. Please modify the env.json file with the path of the weight file afterwards.

mkdir weights
cd weights
wget https://huggingface.co/jyseo/3DFuse_weights/resolve/main/models/3DFuse_sparse_depth_injector.ckpt