StackGAN

Text-to-Image Synthetizer

A PyTorch implementation of a generative adversarial network for image synthesis from text descriptions

GitHub

2k stars
69 watching
458 forks
Language: Python
last commit: over 6 years ago

Related projects:

RepositoryDescriptionStars
hanzhanggit/stackgan-v2Software framework for training and evaluating generative models of images and text based on adversarial networks847
taoxugit/attnganReproduces text-to-image generation with attentional generative adversarial networks.1,343
zsdonghao/text-to-imageA TensorFlow implementation of generating images from text descriptions using a Generative Adversarial Network (GAN) architecture602
casualganpapers/make-a-scenePyTorch implementation of a scene-based text-to-image generation system with human priors using Generative Adversarial Networks and semantic segmentation334
ypxie/hdganA PyTorch implementation of an adversarial network for generating high-definition images from text descriptions.150
junyanz/bicycleganA PyTorch implementation of an image-to-image translation model that generates new images from paired training data.1,491
woozzu/dong_iccv_2017An implementation of semantic image synthesis via adversarial learning using PyTorch145
akanimax/pro_gan_pytorchImplementation of a deep learning model for generating high-quality images with improved stability and variation.538
google-research/xmcgan_image_generationThis implementation enables text-to-image generation by leveraging cross-modal contrastive learning.98
mrzhu-cool/pix2pix-pytorchAn implementation of an image-to-image translation algorithm using deep learning and PyTorch428
reedscot/icml2016Generates synthetic images from text descriptions using a Generative Adversarial Network (GAN)912
jayleicn/animeganA PyTorch implementation of Generative Adversarial Networks for anime face drawing1,282
tengshaofeng/residualattentionnetwork-pytorchImplementing a deep learning framework for image classification using Residual Attention Network architecture682
blade6570/photographicimagesynthesiswithcascadedrefinementnetworks-pytorchAn implementation of cascaded refinement networks for generating photorealistic images from semantic layouts65
mchong6/soatThis repository provides a PyTorch implementation of an image manipulation technique using a pretrained StyleGAN model.380