3D Reconstruction

Person's 2D to 3D shapes reconstruction

Setup

To clone this repository and its submodules, run the following command:

git clone --recurse-submodules [email protected]:kadmus-dev/3d-reconstruction.git

If your submodule folders are empty, run:

git submodule init
git submodule update

To download models, run:

python3 deploy.py

To install dependencies, run:

pip install cython
pip install numpy
pip install -r requirements.txt

Application

To start an application for user IO + 3D preview, run:

streamlit run app.py

Running specific models

PIFuHD is run on all files inside input_directory and outputs results to output_directory

python run_pifu.py -i {input_directory} -o {output_directory}

3DDFA_V2 is run on all files inside input_directory and outputs results to output_directory

python run_3ddfa.py -i {input_directory} -o {output_directory}