Awesome Diffusion

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

• Awesome Diffusion
  • Colab Notebooks
  • Diffusion Models
  • Prompt Engineering
  • Tools
  • Tutorials
  • Papers
  • Discord Channels

Colab Notebooks

Most popular diffusion notebooks.

• Disco Diffusion - The most popular diffusion notebook.
• WAS's Disco Diffusion - Portrait Generator - description will be defined.
• Deforum Stable Diffusion - description will be defined
• Huemin Jax Diffusion - description will be defined
• Stable Diffusion Interpolation - description will be defined
• Simplified Disco Diffusion - description will be defined
• Centipede Diffusion - description will be defined

Diffusion Models

• disco-diffusion - description will be defined
• stable-diffusion - description will be defined
• latent-diffusion - High-Resolution Image Synthesis with Latent Diffusion Models
• guided-diffusion - description will be defined
• blended-diffusion - Blended Diffusion for Text-driven Editing of Natural Images
• denoising-diffusion-pytorch - description will be defined

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

• Zippy's Disco Diffusion Cheatsheet v0.3 - description will be defined

Papers

Discord Channels

• Disco Diffusion Discord - description will be defined
• LAION Discord - description will be defined
• VQGAN+CLIP Discord - description will be defined