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https://github.com/cobanov/awesome-diffusion

A curated list of awesome Diffusion notebooks, tools, software, tutorials and resources.
https://github.com/cobanov/awesome-diffusion

List: awesome-diffusion

awesome awesome-list awesome-lists deep-learning diffusion disco-diffusion esrgan gan generative-art image-generation imagen latent-diffusion midjourney stable-diffusion

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

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# Awesome Diffusion [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)



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



- [Awesome Diffusion](#awesome-diffusion)

    - [Colab Notebooks](#colab-notebooks)

    - [Diffusion Models](#diffusion-models)

    - [Prompt Engineering](#prompt-engineering)

    - [Tools](#tools)

    - [Tutorials](#tutorials)

    - [Papers](#papers)

    - [Discord Channels](#discord-channels)



## Colab Notebooks

*Most popular diffusion notebooks.*

* [Disco Diffusion](https://colab.research.google.com/github/alembics/disco-diffusion/blob/main/Disco_Diffusion.ipynb) - The most popular diffusion notebook.

* [WAS's Disco Diffusion - Portrait Generator](https://colab.research.google.com/github/WASasquatch/disco-diffusion-portrait-playground/blob/main/WAS's_Disco_Diffusion_v5_6_9_%5BPortrait_Generator_Playground%5D.ipynb) - description will be defined.

* [Deforum Stable Diffusion](https://colab.research.google.com/github/deforum/stable-diffusion/blob/main/Deforum_Stable_Diffusion.ipynb) - description will be defined

* [Huemin Jax Diffusion](https://colab.research.google.com/github/huemin-art/jax-guided-diffusion/blob/v2.7/Huemin_Jax_Diffusion_2_7.ipynb) - description will be defined

* [Stable Diffusion Interpolation](https://colab.research.google.com/drive/1EHZtFjQoRr-bns1It5mTcOVyZzZD9bBc?usp=sharing) - description will be defined

* [Simplified Disco Diffusion](https://colab.research.google.com/github/entmike/disco-diffusion-1/blob/main/Simplified_Disco_Diffusion.ipynb) - description will be defined

* [Centipede Diffusion](https://colab.research.google.com/github/Zalring/Centipede_Diffusion/blob/main/Centipede_Diffusion.ipynb) - description will be defined



## Diffusion Models

* [disco-diffusion](https://github.com/alembics/disco-diffusion) - description will be defined

* [stable-diffusion](https://github.com/CompVis/stable-diffusion) - description will be defined

* [latent-diffusion](https://github.com/CompVis/latent-diffusion) - High-Resolution Image Synthesis with Latent Diffusion Models

* [guided-diffusion](https://github.com/openai/guided-diffusion) - description will be defined

* [blended-diffusion](https://github.com/lucidrains/denoising-diffusion-pytorch) - Blended Diffusion for Text-driven Editing of Natural Images

* [denoising-diffusion-pytorch](https://github.com/lucidrains/denoising-diffusion-pytorch) - description will be defined



## Prompt Engineering

* [lexica-art](https://lexica.art/) - Search over 5M+ Stable Diffusion images and prompts.

* [promptmania](https://promptomania.com/) - AI art community with an online prompt builder

* [Stable Diffusion Modifier Studies](https://proximacentaurib.notion.site/2b07d3195d5948c6a7e5836f9d535592?v=b5b75a67cc52483c9965cfc141f6f582) - description will be defined

* [Disco Diffusion Portrait Study](https://docs.google.com/document/d/1Ff8s8CX3xGrVr6AJ94hcvQ_PYqJ_mDAXzT3NGb5_K1w/edit#heading=h.hof9pq7i5m0) - A foundation to build more coherent faces/portraits from, and an evolving study for prompt permutations and modifiers

* [Disco Diffusion 70+ Artist Studies](https://weirdwonderfulai.art/resources/disco-diffusion-70-plus-artist-studies/#Martin-Johnson-Heade) - 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](https://github.com/n00mkrad/flowframes) - Flowframes Windows GUI for video interpolation using DAIN (NCNN) or RIFE (CUDA/NCNN)

* [GFPGAN](https://github.com/TencentARC/GFPGAN) - GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

* [diffusers](https://github.com/huggingface/diffusers) - State-of-the-art diffusion models for image and audio generation in PyTorch

* [real-esrgan](https://github.com/xinntao/Real-ESRGAN) - Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

* [discoart](https://github.com/jina-ai/discoart) - Create Disco Diffusion artworks in one line

* [Gigapixel AI](https://www.topazlabs.com/gigapixel-ai) - description will be defined

* [chaiNNer](https://github.com/joeyballentine/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](https://docs.google.com/document/d/1l8s7uS2dGqjztYSjPpzlmXLjl5PM3IGkRWI3IiCuK7g/mobilebasic) - description will be defined



## Papers



## Discord Channels

* [Disco Diffusion Discord](https://discord.com/invite/V9SeW7GMgZ) - description will be defined

* [LAION Discord](https://discord.com/invite/e2GFUEfK) - description will be defined

* [VQGAN+CLIP Discord](https://discord.com/invite/CDUM5V54PC) - description will be defined