• Stars
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    104
  • Rank 330,604 (Top 7 %)
  • Language
    Jupyter Notebook
  • License
    MIT License
  • Created over 2 years ago
  • Updated almost 2 years ago

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Repository Details

Easy Diffusion is an advanced Stable Diffusion Notebook with a feature rich image processing suite.

Stability.AI Easy Diffusion visitors

Stability.AI Easy Diffusion is a Google Colab Notebook designed to be a relatively easy to use all-in-one suite for stable diffusion. It is being improved with features frequently.

Features

  • Text to Image Stable Diffusion
  • Image to Image Stable Diffusion
  • Inpainting Stable Diffusion
  • Enable or Disable NSFW Filtering (Gaussian Blurred Images)
  • Cached Pipes - Cache pipes to disk for faster loading between pipe types.
  • Optional Attention Slicing
  • Define a HF Model not listed by selecting the MODEL_ID text and writing in your own model ID, or select from the drop down arrow list of predefined models.
  • Stable Diffusion Concept support
  • Use local, or remote init images or mask images.
  • Use a text file of init images, masks, or prompts to do batches.
    • PROMPT_FILE - Supports line repetition (useful with NSP or random prompts). Use ^#| at the beginning of your prompt line to define how many times a line should repeat. For example ^5|A cat on a park bench would repeat A cat on a park bench for 5 batches and X iterations.
  • Noodle Soup Prompts support for prompts.
  • Random word support in [word1|word2|word3] syntax, or multiple words in [^#|word1|word2|word3] format, where #` is a number determining how many random words from the list to use.
  • Negative prompt support built into normal prompts, denote negative prompts at the end of your prompt with --. For example Positive prompt here--Negative prompt here
  • Recursive Evolution - Feed your diffusion result into img2img for evolution. Can be used to create cool animations like below:
    Β Β Β Β 
  • Image Upscaling (Easy Diffusion can be used as a image processor by enabling SKIP_DIFFUSION_RUN)
    • GOBIG - Slice a upscaled image up into small tiles to diffuse with img2img, and then compile the final upscaled result. Useful for adding diffusion details at higher resolutions where VRAM wouldn't allow.
    • IMG2IMG - Basic Image to Image upscaling, very VRAM intensive
    • GFPGAN - GFPGAN Face Enhancement
    • CodeFormer - CodeFormer Face Enhancement + Real-ESRGAN
    • Real-SRGAN - Real-ESRGAN Super Resolution
  • Image Processing
    • Sharpening
    • Chromatic Aberration
    • Median Filter
    • Depth Output
    • Fake Depth of Field
    • Tileable Texture Output
  • CLIP Interrogate
    • Interrogate diffusion results with various CLIP models
    • Interrogate batch images without diffusion (with SKIP_DIFFUSION_RUN)

Easy Diffusion is maintained by WASasquatch (WAS#0263)

Stablity.AI Model Terms of Use

This model is open access and available to all, with a CreativeML OpenRAIL-M license further specifying rights and usage.

The CreativeML OpenRAIL License specifies:

  1. You can't use the model to deliberately produce nor share illegal or harmful outputs or content

  2. CompVis claims no rights on the outputs you generate, you are free to use them and are accountable for their use which must not go against the provisions set in the license

  3. You may re-distribute the weights and use the model commercially and/or as a service. If you do, please be aware you have to include the same use restrictions as the ones in the license and share a copy of the CreativeML OpenRAIL-M to all your users (please read the license entirely and carefully)

Please read the full license here: https://huggingface.co/spaces/CompVis/stable-diffusion-license

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