darshanmakwana412 / stablevectors

Generate Stable Vector graphics representations from text prompts using CLIP + DiffVG

StableVectors

Generate Stable Vector graphics representations from text prompts using CLIP + DiffVG

Installation

Use a conda environment

conda create -n stablevectors python=3.7 jupyter ipython ipykenel ipywidgets
conda activate stablevectors

Install DiffVG

git clone https://github.com/BachiLi/diffvg.git
cd diffvg
git submodule update --init --recursive
conda install -y pytorch torchvision -c pytorch
conda install -y numpy
conda install -y scikit-image
conda install -y -c anaconda cmake
conda install -y -c conda-forge ffmpeg
pip install svgwrite
pip install svgpathtools
pip install cssutils
pip install numba
pip install torch-tools
pip install visdom
python setup.py install

If ran into some errors checkout issue 59 in diffvg

BachiLi/diffvg#59

Install CLIP

pip install clip

Generating SVG

python main.py --config config.yaml --experiment experiment_8x1 --signature penguin --prompt a baby penguin --num_iter 200