├── LICENCE.md └── README.md /LICENCE.md: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2022 Mert Cobanov 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Awesome Diffusion [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome) 2 | 3 | A curated list of awesome Diffusion notebooks, tools, software, tutorials and resources. 4 | 5 | - [Awesome Diffusion](#awesome-diffusion) 6 | - [Colab Notebooks](#colab-notebooks) 7 | - [Diffusion Models](#diffusion-models) 8 | - [Prompt Engineering](#prompt-engineering) 9 | - [Tools](#tools) 10 | - [Tutorials](#tutorials) 11 | - [Papers](#papers) 12 | - [Discord Channels](#discord-channels) 13 | 14 | ## Colab Notebooks 15 | *Most popular diffusion notebooks.* 16 | * [Disco Diffusion](https://colab.research.google.com/github/alembics/disco-diffusion/blob/main/Disco_Diffusion.ipynb) - The most popular diffusion notebook. 17 | * [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. 18 | * [Deforum Stable Diffusion](https://colab.research.google.com/github/deforum/stable-diffusion/blob/main/Deforum_Stable_Diffusion.ipynb) - description will be defined 19 | * [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 20 | * [Stable Diffusion Interpolation](https://colab.research.google.com/drive/1EHZtFjQoRr-bns1It5mTcOVyZzZD9bBc?usp=sharing) - description will be defined 21 | * [Simplified Disco Diffusion](https://colab.research.google.com/github/entmike/disco-diffusion-1/blob/main/Simplified_Disco_Diffusion.ipynb) - description will be defined 22 | * [Centipede Diffusion](https://colab.research.google.com/github/Zalring/Centipede_Diffusion/blob/main/Centipede_Diffusion.ipynb) - description will be defined 23 | 24 | ## Diffusion Models 25 | * [disco-diffusion](https://github.com/alembics/disco-diffusion) - description will be defined 26 | * [stable-diffusion](https://github.com/CompVis/stable-diffusion) - description will be defined 27 | * [latent-diffusion](https://github.com/CompVis/latent-diffusion) - High-Resolution Image Synthesis with Latent Diffusion Models 28 | * [guided-diffusion](https://github.com/openai/guided-diffusion) - description will be defined 29 | * [blended-diffusion](https://github.com/lucidrains/denoising-diffusion-pytorch) - Blended Diffusion for Text-driven Editing of Natural Images 30 | * [denoising-diffusion-pytorch](https://github.com/lucidrains/denoising-diffusion-pytorch) - description will be defined 31 | 32 | ## Prompt Engineering 33 | * [lexica-art](https://lexica.art/) - Search over 5M+ Stable Diffusion images and prompts. 34 | * [promptmania](https://promptomania.com/) - AI art community with an online prompt builder 35 | * [Stable Diffusion Modifier Studies](https://proximacentaurib.notion.site/2b07d3195d5948c6a7e5836f9d535592?v=b5b75a67cc52483c9965cfc141f6f582) - description will be defined 36 | * [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 37 | * [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. 38 | 39 | ## Tools 40 | * [flowframes](https://github.com/n00mkrad/flowframes) - Flowframes Windows GUI for video interpolation using DAIN (NCNN) or RIFE (CUDA/NCNN) 41 | * [GFPGAN](https://github.com/TencentARC/GFPGAN) - GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration. 42 | * [diffusers](https://github.com/huggingface/diffusers) - State-of-the-art diffusion models for image and audio generation in PyTorch 43 | * [real-esrgan](https://github.com/xinntao/Real-ESRGAN) - Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration. 44 | * [discoart](https://github.com/jina-ai/discoart) - Create Disco Diffusion artworks in one line 45 | * [Gigapixel AI](https://www.topazlabs.com/gigapixel-ai) - description will be defined 46 | * [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. 47 | 48 | 49 | ## Tutorials 50 | * [Zippy's Disco Diffusion Cheatsheet v0.3](https://docs.google.com/document/d/1l8s7uS2dGqjztYSjPpzlmXLjl5PM3IGkRWI3IiCuK7g/mobilebasic) - description will be defined 51 | 52 | ## Papers 53 | 54 | ## Discord Channels 55 | * [Disco Diffusion Discord](https://discord.com/invite/V9SeW7GMgZ) - description will be defined 56 | * [LAION Discord](https://discord.com/invite/e2GFUEfK) - description will be defined 57 | * [VQGAN+CLIP Discord](https://discord.com/invite/CDUM5V54PC) - description will be defined 58 | --------------------------------------------------------------------------------