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