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The Top 23 Generative Adversarial Network Generative Model Open Source Projects

Open source projects categorized as Generative Adversarial Network Generative Model
Categories > Machine Learning > Generative Adversarial Network
Categories > Machine Learning > Generative Model
Draggan ⭐ 34,063
Official Code for DragGAN (SIGGRAPH 2023)
most recent commit 4 months ago
Dcgan Tensorflow ⭐ 6,761
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
most recent commit 3 years ago
Generative Models ⭐ 6,010
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
most recent commit 5 years ago
Tensorflow Generative Model Collections ⭐ 3,570
Collection of generative models in Tensorflow
most recent commit 6 years ago
Stylegan2 Pytorch ⭐ 3,147
Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
dependent packages 2total releases 146most recent commit 2 years agopypi stylegan2-pytorch} Downloads
Singan ⭐ 3,129
Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"
most recent commit 2 years ago
Alae ⭐ 2,850
[CVPR2020] Adversarial Latent Autoencoders
most recent commit 3 years ago
Diffusion Models Papers Survey Taxonomy ⭐ 2,411
Diffusion model papers, survey, and taxonomy
most recent commit 3 months ago
Sdv ⭐ 1,787
Synthetic data generation for tabular data
dependent packages 18total releases 118most recent commit 3 months agopypi sdv} Downloads
Torchgan ⭐ 1,218
Research Framework for easy and efficient training of GANs based on Pytorch
total releases 7most recent commit 3 years ago
Piq ⭐ 1,054
Measures and metrics for image2image tasks. PyTorch.
dependent packages 5total releases 13most recent commit 10 months agopypi piq} Downloads
Discogan Pytorch ⭐ 928
PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
most recent commit 6 years ago
Began Tensorflow ⭐ 923
Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"
most recent commit 6 years ago
Giraffe ⭐ 908
This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields"
most recent commit 2 years ago
Gan ⭐ 869
Tooling for GANs in TensorFlow
total releases 4most recent commit 7 months ago
Tensorflow2 Generative Models ⭐ 833
Implementations of a number of generative models in Tensorflow 2. GAN, VAE, Seq2Seq, VAEGAN, GAIA, Spectrogram Inversion. Everything is self contained in a jupyter notebook for easy export to colab.
most recent commit 3 years ago
Torch Fidelity ⭐ 820
High-fidelity performance metrics for generative models in PyTorch
dependent packages 8total releases 3most recent commit 3 months agopypi torch-fidelity} Downloads
Delving Deep Into Gans ⭐ 817
Generative Adversarial Networks (GANs) resources sorted by citations
most recent commit 5 years ago
Instagan ⭐ 784
InstaGAN: Instance-aware Image Translation (ICLR 2019)
most recent commit 2 years ago
Segan ⭐ 589
Speech Enhancement Generative Adversarial Network in TensorFlow
most recent commit 4 years ago
Mimicry ⭐ 556
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
dependent packages 1total releases 17most recent commit 2 years agopypi torch-mimicry} Downloads
Generativemodels ⭐ 445
MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications
most recent commit 4 months ago
Seqgan ⭐ 441
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
most recent commit 6 years ago
The 7 Most Depended On Generative Adversarial Network Generative Model Open Source Projects
Sdv ⭐ 1,787
Synthetic data generation for tabular data
dependent packages 18total releases 118latest release December 05, 2023most recent commit 3 months agopypi sdv} Downloads
Torch Fidelity ⭐ 820
High-fidelity performance metrics for generative models in PyTorch
dependent packages 8total releases 3latest release June 15, 2021most recent commit 3 months agopypi torch-fidelity} Downloads
Piq ⭐ 1,054
Measures and metrics for image2image tasks. PyTorch.
dependent packages 5total releases 13latest release July 04, 2023most recent commit 10 months agopypi piq} Downloads
Mimicry ⭐ 556
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
dependent packages 1total releases 17latest release August 14, 2020most recent commit 2 years agopypi torch-mimicry} Downloads
Generative Evaluation Prdc ⭐ 121
Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.
dependent packages 1total releases 2latest release February 25, 2020most recent commit 3 years agopypi prdc} Downloads
Sdgym ⭐ 219
Benchmarking synthetic data generation methods.
dependent packages 1total releases 28latest release December 13, 2021most recent commit 6 months agopypi sdgym} Downloads
The 10 Latest Releases In Generative Adversarial Network Generative Model Open Source Projects
Sdv ⭐ 1,787
Synthetic data generation for tabular data
dependent packages 18total releases 118latest release December 05, 2023most recent commit 3 months agopypi sdv} Downloads
Tsgm ⭐ 60
Generative modeling of synthetic time series data and time series augmentations
total releases 3latest release September 28, 2023most recent commit 4 months ago
Piq ⭐ 1,054
Measures and metrics for image2image tasks. PyTorch.
dependent packages 5total releases 13latest release July 04, 2023most recent commit 10 months agopypi piq} Downloads
Canonical_sets ⭐ 5
Exposing Algorithmic Bias with Canonical Sets
total releases 3latest release February 03, 2023most recent commit a year ago
Medigan ⭐ 88
medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis
total releases 3latest release September 29, 2022most recent commit 5 months ago
Sdgym ⭐ 219
Benchmarking synthetic data generation methods.
dependent packages 1total releases 28latest release December 13, 2021most recent commit 6 months agopypi sdgym} Downloads
Focal Frequency Loss ⭐ 407
[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis
total releases 7latest release October 22, 2021most recent commit 2 years ago
Torchgan ⭐ 1,218
Research Framework for easy and efficient training of GANs based on Pytorch
total releases 7latest release October 18, 2021most recent commit 3 years ago
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