DiffSynth-Studio
Diffusion model framework
A software framework for training and utilizing various types of diffusion models.
Enjoy the magic of Diffusion models!
7k stars
57 watching
600 forks
Language: Python
last commit: 7 days ago Related projects:
Repository | Description | Stars |
---|---|---|
huggingface/diffusers | A PyTorch-based library for training and using state-of-the-art diffusion models to generate images, audio, and 3D structures | 26,223 |
compvis/stable-diffusion | A text-to-image model trained on images and text prompts using a diffusion process | 68,368 |
lllyasviel/controlnet | An implementation of a neural network structure to control diffusion models by adding extra conditions. | 30,399 |
stability-ai/stablediffusion | A software project that enables high-resolution image synthesis through a specific type of generative model using latent diffusion processes. | 39,192 |
huggingface/diffusion-models-class | A comprehensive course teaching the theory and hands-on implementation of diffusion models in image and audio generation using PyTorch. | 3,662 |
ashawkey/stable-dreamfusion | Generates 3D content from text using a combination of neural networks and image synthesis. | 8,296 |
openai/guided-diffusion | This project is a software implementation of a diffusion model architecture, allowing users to generate synthetic images based on a learned distribution. | 6,269 |
doubiiu/dynamicrafter | This project generates animated videos from open-domain images by leveraging pre-trained video diffusion priors. | 2,580 |
fantasy-studio/paint-by-example | This project enables precise control over image editing by leveraging diffusion models and self-supervised training to disentangle source images from exemplars. | 1,109 |
furkangozukara/stable-diffusion | Tutorials and guides for advanced techniques in using the Stable Diffusion model for image and video generation | 2,128 |
deep-floyd/if | A text-to-image synthesis model with a modular design, utilizing a frozen text encoder and cascaded pixel diffusion modules to generate photorealistic images. | 7,688 |
lucidrains/dalle2-pytorch | An implementation of DALL-E 2's text-to-image synthesis neural network in PyTorch | 11,148 |
lkwq007/stablediffusion-infinity | An application that uses Stable Diffusion to generate outpainting results on an infinite canvas | 3,850 |
open-mmlab/mmagic | A toolkit for building and experimenting with generative AI models for image and video generation, restoration, enhancement, and other tasks. | 6,945 |
nateraw/stable-diffusion-videos | Generates videos by manipulating the latent space of Stable Diffusion to create morphing sequences from text prompts. | 4,453 |