Learning-based Intrinsic Reflectional Symmetry Detection

Tensorflow and matlab code of Learning-based Intrinsic Reflectional Symmetry Detection. Due to the size limit of supplementary materials, only part of our training data is uploaded.

Usage

1. Clone this repo.

git clone https://github.com/anonymousNovRain/intrinsym.git

2. Set up python3 virtual environment.

virtualenv --system-site-packages -p python3 ./env-intrinsym
source ./env-intrinsym/bin/activate
cd ./instrinsym
pip install -r requirements.txt

3. Use the network to predict intrinsic symmetry.

cd ./network
python predict.py

or train this network

python train.py

4. Run the scripts (./intrinsym/scripts) for visualization, annotation, or preprocessing with matlab

main_visualize_ss   % visualize
main_selecct_eigen  % annotate
main_compute_evecs  % preprocess