This is the code repository for the paper De-Stijl: Facilitating Graphics Design with Interactive 2D Color Palette Recommendation (CHI'23)
git clone https://github.com/Xinyu-Shi/De-Stijl.git
cd De-Stijl
cd De-Stijl-backend
- Create a new conda env
conda create -n de_stijl python==3.8
conda activate de_stijl
- Install pytorch
pip install torch==1.8.2+cu111 torchvision==0.9.2+cu111 torchaudio==0.8.2 -f https://download.pytorch.org/whl/lts/1.8/torch_lts.html
- Install other dependencies
pip install -e .
-
Download checkpoints, config your path at
./src/de_stijl/backend/modules/options --ckpt_dir -
Run the interpolator
cd ./src/de_stijl/backend/modules
python interpolator.py --ckpt_dir YOUR/CHECKPOINTS/PATH
python api.py
- Go to the front-end directory
cd De-Stijl-frontend/app
- Build node modules
npm install
(if failed, try: npm install --legacy-peer-deps)
- Run the frontend
npm start
@inproceedings{10.1145/3544548.3581070,
author = {Shi, Xinyu and Zhou, Ziqi and Zhang, Jing Wen and Neshati, Ali and Tyagi, Anjul Kumar and Rossi, Ryan and Guo, Shunan and Du, Fan and Zhao, Jian},
title = {De-Stijl: Facilitating Graphics Design with Interactive 2D Color Palette Recommendation},
year = {2023},
isbn = {9781450394215},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3544548.3581070},
doi = {10.1145/3544548.3581070},
articleno = {122},
numpages = {19},
location = {Hamburg, Germany},
series = {CHI '23}
}
If you have any questions regarding this project, feel free to contact x98shi@uwaterloo.ca