https://github.com/lkwq007/stablediffusion-infinity

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lkwq007 / stablediffusion-infinity Public

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Outpainting with Stable Diffusion on an infinite canvas

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Latest commit

@lkwq007
lkwq007 Update deps
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7a2a1d9 Sep 15, 2022
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PyPatchMatch @ 4a102d5
Add https://github.com/vacancy/PyPatchMatch as submodule
Sep 14, 2022
.gitmodules
Add https://github.com/vacancy/PyPatchMatch as submodule
Sep 14, 2022
canvas.py
Add patch_match fallback
Sep 15, 2022
demo.gif
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environment.yml
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Sep 15, 2022
readme.md
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Sep 15, 2022
stablediffusion_infinity.ipynb
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stablediffusion_infinity_applesilicon.ipynb
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stablediffusion_infinity_colab.ipynb
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stablediffusion_infinity_windows.ipynb
Add untested notebook for windows and apple silicon
Sep 15, 2022
utils.py
Add patch_match fallback
Sep 15, 2022
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stablediffusion-infinity Setup environment How-to

readme.md

 stablediffusion-infinity

Open In Colab

Start with init_image:

Girl.with.a.Pearl.Earring.mp4

Start with text2img:

demo.mp4

Outpainting with Stable Diffusion on an infinite canvas.

It is recommended run the notebook on a local server for better
interactive control.

The notebook might work on Windows (untested) and Apple Silicon
devices (untested, check guide here: https://huggingface.co/docs/
diffusers/optimization/mps).

 Setup environment

setup with environment.yml

git clone --recurse-submodules https://github.com/lkwq007/stablediffusion-infinity
cd stablediffusion-infinity
conda env create -f environment.yml

if the environment.yml doesn't work for you, you may install
dependencies manually:

conda create -n sd-inf python=3.10
conda activate sd-inf
conda install pytorch torchvision torchaudio cudatoolkit=11.3 -c pytorch
conda install scipy
conda install -c conda-forge jupyterlab
conda install -c conda-forge ipywidgets=7.7.1
conda install -c conda-forge ipycanvas
conda install -c conda-forge diffusers transformers ftfy
pip install opencv-python

Note that opencv library is required for PyPatchMatch. You may need
to install opencv by yourself. If no opencv installed, the
patch_match option (usually better quality) won't work.

 How-to

conda activate sd-inf
huggingface-cli login # ignore this if you have already logged in
jupyter lab
# and then open stablediffusion_infinity.ipynb and run cells


About

Outpainting with Stable Diffusion on an infinite canvas

Topics

outpainting stablediffusion

Resources

Readme

Stars

359 stars

Watchers

8 watching

Forks

31 forks

Releases

No releases published

Packages 0

No packages published

Contributors 2

  * @lkwq007 lkwq007 Lnyan
  * @LEBMD LEBMD MD

Languages

  * Jupyter Notebook 76.7%
  * Python 23.3%

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