guided-diffusion

Image generator

This project is a software implementation of a diffusion model architecture, allowing users to generate synthetic images based on a learned distribution.

GitHub

6k stars
141 watching
836 forks
Language: Python
last commit: about 2 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
openai/consistency_modelsA PyTorch-based framework for training and sampling consistency models in image generation6,199
compvis/stable-diffusionA text-to-image model trained on images and text prompts using a diffusion process68,750
openai/glide-text2imA diffusion-based text-conditional image synthesis model3,562
stability-ai/stablediffusionA software project that enables high-resolution image synthesis through a specific type of generative model using latent diffusion processes.39,501
lucidrains/dalle2-pytorchAn implementation of DALL-E 2's text-to-image synthesis neural network in PyTorch11,184
huggingface/diffusion-models-classA comprehensive course teaching the theory and hands-on implementation of diffusion models in image and audio generation using PyTorch.3,722
lllyasviel/controlnetAn implementation of a neural network structure to control diffusion models by adding extra conditions.30,944
soumith/ganhacksA collection of strategies and techniques to improve the stability and performance of Generative Adversarial Networks (GANs) for generating high-quality images.11,473
modelscope/diffsynth-studioA software framework for training and utilizing various types of diffusion models.6,641
huggingface/diffusersA PyTorch-based library for training and using state-of-the-art diffusion models to generate images, audio, and 3D structures26,676
ai-forever/kandinsky-2A multilingual text2image latent diffusion model with improved aesthetics and controllability2,774
furkangozukara/stable-diffusionTutorials and guides for advanced techniques in using the Stable Diffusion model for image and video generation2,169
postech-cvlab/pytorch-studioganA comprehensive PyTorch library providing implementations of various Generative Adversarial Networks (GANs) for image generation and evaluation.3,439
tkarras/progressive_growing_of_gansA training methodology for generative adversarial networks to improve quality and stability6,110
open-mmlab/mmagicA toolkit for building and experimenting with generative AI models for image and video generation, restoration, enhancement, and other tasks.6,986