Kolors

Text-to-Image Synthesis Framework

A Python framework for training and deploying photorealistic text-to-image synthesis models.

Kolors Team

GitHub

4k stars
40 watching
293 forks
Language: Python
last commit: almost 2 years ago

Related projects:

RepositoryDescriptionStars
lucidrains/dalle2-pytorchAn implementation of DALL-E 2's text-to-image synthesis neural network in PyTorch11,184
cszn/kairImage restoration toolbox with training and testing codes for various deep learning-based methods2,994
ai-forever/kandinsky-2A multilingual text2image latent diffusion model with improved aesthetics and controllability2,774
transcranial/keras-jsAn open source JavaScript library that allows running Keras models in the browser with GPU support using WebGL.4,964
huggingface/diffusersA PyTorch-based library for training and using state-of-the-art diffusion models to generate images, audio, and 3D structures26,676
clovaai/stargan-v2A Python implementation of an image-to-image translation model for generating diverse images across multiple domains.3,513
doubiiu/dynamicrafterThis project generates animated videos from open-domain images by leveraging pre-trained video diffusion priors.2,668
leoxiaobin/deep-high-resolution-net.pytorchAn implementation of a deep learning network for human pose estimation using high-resolution representations4,354
lllyasviel/controlnetAn implementation of a neural network structure to control diffusion models by adding extra conditions.30,944
openai/guided-diffusionThis project is a software implementation of a diffusion model architecture, allowing users to generate synthetic images based on a learned distribution.6,366
modelscope/diffsynth-studioA software framework for training and utilizing various types of diffusion models.6,641
tencent/hunyuanditA PyTorch model definition and inference/sampling code repository for a powerful diffusion transformer with fine-grained Chinese understanding3,678
yangxy/gpenAn open-source software project that develops and provides tools for restoring degraded faces in images using Generative Pre-trained Networks.2,456
borisdayma/dalle-miniGenerates images from text prompts using a variant of the DALL-E model14,756
dome272/wuerstchenA framework that enables efficient training of text-to-image models by compressing the computationally expensive stage into a latent space531