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PyTTI-Tools: Core

Jupyter Book Badge Open In Colab DOI

Requirements

  • Python 3.x
  • Pytorch
  • CUDA-capable GPU
  • OpenCV
  • ffmpeg
  • Python Image Library (PIL/pillow)
  • git - simplifies downloading code and keeping it up to date
  • gdown - simplifies downloading pretrained models
  • jupyter - (Optional) Notebook interface

Documentation

Detailed setup and usage instructions can be found here: https://pytti-tools.github.io/pytti-book/intro.html

Setup

(2023) this works for the moment

git clone --recurse-submodules -j8 https://github.com/pytti-tools/pytti-core
pip install -r pytti-core/requirements.txt
pip install ./pytti-core/vendor/AdaBins
pip install ./pytti-core/vendor/CLIP
pip install ./pytti-core/vendor/GMA
pip install ./pytti-core/vendor/taming-transformers
pip install ./pytti-core

you're probably gonna get an error about a missing adabins checkpoint now. Download that from here and put it in the file path corresponding to the error (should be an adabins subfolder of your user cache that you'll probably need to mkdir):

wget https://github.com/hithereai/deforum-for-automatic1111-webui/releases/download/AdaBins/AdaBins_nyu.pt

Development

  • Rebuild, reinstall, and run tests: 
    pip uninstall -y pyttitools-core; rm -rf build; pip install .
python -m pytest --ignore=vendor -v -s