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A curated list of awesome Diffusion notebooks, tools, software, tutorials and resources.

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Awesome Diffusion Awesome

A curated list of awesome Diffusion notebooks, tools, software, tutorials and resources.

Colab Notebooks

Most popular diffusion notebooks.

Diffusion Models

Prompt Engineering

  • lexica-art - Search over 5M+ Stable Diffusion images and prompts.
  • promptmania - AI art community with an online prompt builder
  • Stable Diffusion Modifier Studies - description will be defined
  • Disco Diffusion Portrait Study - A foundation to build more coherent faces/portraits from, and an evolving study for prompt permutations and modifiers
  • Disco Diffusion 70+ Artist Studies - This blog post is a collection of artist studies done using Disco Diffusion put together (sourced from Twitter) in one place to help you understand what kind of result you would get using a specific artists name.

Tools

  • flowframes - Flowframes Windows GUI for video interpolation using DAIN (NCNN) or RIFE (CUDA/NCNN)
  • GFPGAN - GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
  • diffusers - State-of-the-art diffusion models for image and audio generation in PyTorch
  • real-esrgan - Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
  • discoart - Create Disco Diffusion artworks in one line
  • Gigapixel AI - description will be defined
  • chaiNNer - A flowchart/node-based image processing GUI aimed at making chaining image processing tasks (especially those done by neural networks) easy, intuitive, and customizable.

Tutorials

Papers

Discord Channels

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