stylegan

Image generator

A deep learning framework implementing a generator architecture for generating images with controllable attributes and disentangled latent factors

StyleGAN - Official TensorFlow Implementation

GitHub

14k stars
452 watching
3k forks
Language: Python
last commit: over 2 years ago
Linked from 2 awesome lists


Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
nvlabs/stylegan2Improves upon the state-of-the-art architecture for generating high-quality images using a GAN-based approach11,010
nvlabs/stylegan3An implementation of a generative adversarial network architecture designed to improve image synthesis and video generation capabilities6,478
tkarras/progressive_growing_of_gansA training methodology for generative adversarial networks to improve quality and stability6,110
cysmith/neural-style-tfAn implementation of image style transfer using convolutional neural networks in TensorFlow.3,105
nvlabs/stylegan2-ada-pytorchAn official PyTorch implementation of the StyleGAN2-ADA algorithm for generating images with a focus on stability and performance.4,144
lengstrom/fast-style-transferAn implementation of fast style transfer using TensorFlow and neural networks to apply artistic styles to images and videos.10,930
clovaai/stargan-v2A Python implementation of an image-to-image translation model for generating diverse images across multiple domains.3,513
postech-cvlab/pytorch-studioganA comprehensive PyTorch library providing implementations of various Generative Adversarial Networks (GANs) for image generation and evaluation.3,439
nvlabs/ffhq-datasetA high-quality image dataset of human faces created to benchmark generative adversarial networks.3,776
systemerrorwang/white-box-cartoonizationAn implementation of a deep learning-based facial cartoonization system using TensorFlow3,958
hwalsuklee/tensorflow-generative-model-collectionsProvides a collection of TensorFlow implementations for various Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs).3,915
anishathalye/neural-styleThis is an implementation of neural style transfer in TensorFlow using the Adam optimizer.5,542
pbaylies/stylegan2Implementation of a generative adversarial network for generating images with conditional variations.315
tachibanayoshino/animeganGenerates anime-style images from real-world photos using a deep learning model.4,502
jcjohnson/neural-styleAn algorithm to combine the content of one image with the style of another, using convolutional neural networks.18,310