Intro:

Random stuff accumulated here. Also has python env setup.

Important links:

Image upscaling:

https://github.com/Coyote-A/ultimate-upscale-for-automatic1111

Find better images:

https://github.com/Kahsolt/stable-diffusion-webui-sonar

Selective upscaling:

https://github.com/hnmr293/sd-webui-llul

Mixing diffusers:

https://github.com/pkuliyi2015/multidiffusion-upscaler-for-automatic1111

Multi Diffusion:

https://github.com/omerbt/MultiDiffusion

Colab notebook for automatic1111 SD web UI:

https://colab.research.google.com/github/TheLastBen/fast-stable-diffusion/blob/main/fast_stable_diffusion_AUTOMATIC1111.ipynb

ENV Setup with conda:

Activate base anaconda:

. /opt/anaconda/bin/activate

Create env:

conda create -n sdui

Activate env:

conda activate sdui

Install basic stuff:

conda install \
    cython \
    ipython \
    jinja2 \
    jupyter \
    jupyterlab \
    matplotlib \
    nbconvert \
    numpy \
    opencv \
    pandas \
    pyqt \
    python=3.10 \
    scikit-image \
    scikit-learn \
    scikit-learn-intelex \
    scipy \
    tqdm \
;

Install conda-forge:

conda install -c conda-forge \
    termcolor \
    streamlit \
    pudb \
;

Updated pip stuff:

pip install \
    --extra-index-url 'https://developer.download.nvidia.com/compute/redist' \
	  'gradio' \
	  'yapf' \
	  'python-lsp-server' \
	  'gdown' \
	  'test-tube' \
	  'omegaconf' \
	  'imageio' \
	  'imageio-ffmpeg' \
	  'nvidia-dali-cuda110' \
	  'albumentations' \
	  'einops' \
	  'fire' \
	  'ftfy' \
	  'tensorboard' \
	  'torch' \
	  'torchvision' \
	  'torchaudio' \
	  'torch-fidelity' \
	  'pytorch-lightning' \
	  'torchmetrics' \
	  'timm' \
	  'kornia' \
	  'salesforce-lavis' \
	  'xformers' \
	  'transformers' \
	  'accelerate' \
	  'datasets' \
	  'diffusers' \
	  'evaluate' \
	  'webdataset' \
	  'deepspeed' \
	  'triton' \
;

Activate ENV:

. /opt/anaconda/bin/activate
conda activate sdui

Clone the repo:

git clone 'https://github.com/AUTOMATIC1111/stable-diffusion-webui'