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awesome-diffusion

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

Last synced: 3 days ago
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Diffusion Models
- disco-diffusion - description will be defined
- stable-diffusion - description will be defined
- latent-diffusion - High-Resolution Image Synthesis with Latent Diffusion Models
- denoising-diffusion-pytorch - description will be defined
- guided-diffusion - description will be defined
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.
Colab 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
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.
Tutorials
- Zippy's Disco Diffusion Cheatsheet v0.3 - description will be defined
Discord Channels
- Disco Diffusion Discord - description will be defined
- LAION Discord - description will be defined
- VQGAN+CLIP Discord - description will be defined

Programming Languages

Python 7 Jupyter Notebook 3

Categories

Tools 7 Colab Notebooks 7 Prompt Engineering 5 Diffusion Models 5 Discord Channels 3 Tutorials 1

Sub Categories

Keywords

pytorch 4 deep-learning 3 stable-diffusion 2 image-restoration 2 super-resolution 2 diffusion 2 stable-diffusion-diffusers 1 score-based-generative-modeling 1 latent-diffusion-models 1 jax 1 image2image 1 image-generation 1 flax 1 gfpgan 1 gan 1 face-restoration 1 video-interpolation 1 rife 1 ncnn 1 gui 1 dain 1 score-matching 1 generative-model 1 artificial-intelligence 1 prompts 1 multimodal 1 midjourney 1 latent-diffusion 1 imgen 1 generative-art 1 discodiffusion 1 disco-diffusion 1 dalle 1 cross-modal 1 creative-art 1 creative-ai 1 clip-guided-diffusion 1 real-esrgan 1 jpeg-compression 1 esrgan 1 denoise 1 amine 1 text2image 1