PixArt-sigma

Text-to-image generator

Develops a PyTorch model for 4K text-to-image generation using diffusion transformer

PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation

GitHub

2k stars
39 watching
84 forks
Language: Python
last commit: almost 2 years ago

Related projects:

RepositoryDescriptionStars
auto1111sdk/auto1111sdkA Python library for running state-of-the-art diffusion models, supporting text-to-image and image-to-image generation.399
mrzhu-cool/pix2pix-pytorchAn implementation of an image-to-image translation algorithm using deep learning and PyTorch428
taoxugit/attnganReproduces text-to-image generation with attentional generative adversarial networks.1,343
graykode/gpt-2-pytorchAn implementation of the GPT-2 language model in PyTorch for generating text976
junyanz/bicycleganA PyTorch implementation of an image-to-image translation model that generates new images from paired training data.1,491
eps696/aphantasiaA text-to-image tool using CLIP and FFT/DWT parameters to generate detailed images from user-provided text prompts.778
hanzhanggit/stackganA PyTorch implementation of a generative adversarial network for image synthesis from text descriptions1,863
zsdonghao/text-to-imageA TensorFlow implementation of generating images from text descriptions using a Generative Adversarial Network (GAN) architecture602
jeonsworld/vit-pytorchA PyTorch implementation of the Vision Transformer model for image recognition tasks.1,959
leviswind/pytorch-transformerImplementation of a transformer-based translation model in PyTorch240
akanimax/pro_gan_pytorchImplementation of a deep learning model for generating high-quality images with improved stability and variation.538
felixgwu/img_classification_pk_pytorchA PyTorch project for comparing image classification models and facilitating quick experiment setup366
woozzu/dong_iccv_2017An implementation of semantic image synthesis via adversarial learning using PyTorch145
carpedm20/began-pytorchAn implementation of a deep learning model for generating images from text descriptions262
ashual/scene_generationA PyTorch implementation of a deep learning-based method for generating interactive scenes with specified object attributes and relations188