AttnGAN

Text to image generator

Reproduces text-to-image generation with attentional generative adversarial networks.

GitHub

1k stars
32 watching
422 forks
Language: Python
last commit: 4 months ago

Related projects:

Repository Description Stars
zsdonghao/text-to-image A TensorFlow implementation of generating images from text descriptions using a Generative Adversarial Network (GAN) architecture 599
google-research/xmcgan_image_generation This implementation enables text-to-image generation by leveraging cross-modal contrastive learning. 98
hanzhanggit/stackgan A PyTorch implementation of a generative adversarial network for image synthesis from text descriptions 1,860
pravj/geopattern Generates SVG image patterns from text input using pattern and color algorithms 1,270
eps696/aphantasia A text-to-image tool using CLIP and FFT/DWT parameters to generate detailed images from user-provided text prompts. 776
reedscot/icml2016 Generates synthetic images from text descriptions using a Generative Adversarial Network (GAN) 913
casualganpapers/make-a-scene PyTorch implementation of a scene-based text-to-image generation system with human priors using Generative Adversarial Networks and semantic segmentation 333
tdrussell/illustrationgan A Generative Adversarial Networks implementation for modeling illustrations using a custom dataset of anime faces. 269
hanzhanggit/stackgan-v2 Software framework for training and evaluating generative models of images and text based on adversarial networks 843
pixart-alpha/pixart-sigma Develops a PyTorch model for 4K text-to-image generation using diffusion transformer 1,675
junyanz/bicyclegan A PyTorch implementation of an image-to-image translation model that generates new images from paired training data. 1,486
ypxie/hdgan A PyTorch implementation of an adversarial network for generating high-definition images from text descriptions. 150
mingyuliutw/cogan An implementation of a Generative Adversarial Network (GAN) designed to generate diverse types of images from single input images 285
pbaylies/stylegan2 Implementation of a generative adversarial network for generating images with conditional variations. 315
ynagatomo/imggensd2 An iOS app that generates images using Stable Diffusion v2 model conversion tools 485