PyTorch-GAN
GAN models
A collection of PyTorch implementations of Generative Adversarial Networks for image synthesis and other applications.
PyTorch implementations of Generative Adversarial Networks.
17k stars
219 watching
4k forks
Language: Python
last commit: 7 months ago Related projects:
| Repository | Description | Stars |
|---|---|---|
| eriklindernoren/keras-gan | An implementation of Generative Adversarial Networks (GANs) using the Keras deep learning framework. | 9,194 |
 postech-cvlab/pytorch-studiogan | A comprehensive PyTorch library providing implementations of various Generative Adversarial Networks (GANs) for image generation and evaluation. | 3,439 |
 znxlwm/pytorch-generative-model-collections | Replication of various Generative Adversarial Networks (GANs) and their variants in PyTorch | 2,604 |
 hwalsuklee/tensorflow-generative-model-collections | Provides a collection of TensorFlow implementations for various Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs). | 3,915 |
 carpedm20/discogan-pytorch | A PyTorch implementation of a Generative Adversarial Network (GAN) for discovering cross-domain relations. | 1,084 |
 mailmahee/pytorch-generative-adversarial-networks | An implementation of Generative Adversarial Networks in PyTorch for generating realistic data from a given distribution. | 32 |
 nvlabs/stylegan2-ada-pytorch | An official PyTorch implementation of the StyleGAN2-ADA algorithm for generating images with a focus on stability and performance. | 4,144 |
 shayneobrien/generative-models | Annotated implementations of various deep generative models using PyTorch | 498 |
 wiseodd/generative-models | A collection of software frameworks and implementations for training generative models using GANs, VAEs, RBMs, and other techniques. | 7,351 |
| nvlabs/stylegan3 | An implementation of a generative adversarial network architecture designed to improve image synthesis and video generation capabilities | 6,478 |
 akanimax/pro_gan_pytorch | Implementation of a deep learning model for generating high-quality images with improved stability and variation. | 538 |
 tkarras/progressive_growing_of_gans | A training methodology for generative adversarial networks to improve quality and stability | 6,110 |
 lucidrains/imagen-pytorch | Implements Google's Text-to-Image Neural Network in PyTorch using a cascading DDPM architecture with dynamic clipping and noise level conditioning. | 8,127 |
 pytorch/examples | A collection of curated examples showcasing various PyTorch applications in computer vision, natural language processing, and reinforcement learning. | 22,530 |
 jayleicn/animegan | A PyTorch implementation of Generative Adversarial Networks for anime face drawing | 1,282 |