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Projects in Awesome Lists tagged with gans

A curated list of projects in awesome lists tagged with gans .

https://github.com/junyanz/cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

computer-graphics computer-vision cyclegan deep-learning gan gans generative-adversarial-network image-generation image-manipulation pix2pix torch

Last synced: 29 Apr 2025

https://github.com/junyanz/CycleGAN

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

computer-graphics computer-vision cyclegan deep-learning gan gans generative-adversarial-network image-generation image-manipulation pix2pix torch

Last synced: 13 Mar 2025

https://junyanz.github.io/CycleGAN/

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

computer-graphics computer-vision cyclegan deep-learning gan gans generative-adversarial-network image-generation image-manipulation pix2pix torch

Last synced: 18 Mar 2025

https://github.com/shaoanlu/faceswap-gan

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

face-swap gan gans generative-adversarial-network image-manipulation

Last synced: 15 May 2025

https://github.com/shaoanlu/faceswap-GAN

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

face-swap gan gans generative-adversarial-network image-manipulation

Last synced: 16 Mar 2025

https://github.com/ajbrock/BigGAN-PyTorch

The author's officially unofficial PyTorch BigGAN implementation.

biggan deep-learning dogball gans neural-networks pytorch

Last synced: 19 Jul 2025

https://github.com/ajbrock/biggan-pytorch

The author's officially unofficial PyTorch BigGAN implementation.

biggan deep-learning dogball gans neural-networks pytorch

Last synced: 15 May 2025

https://github.com/knazeri/edge-connect

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

canny-edge-detection deep-learning edgeconnect gans generative-adversarial-network image-inpainting pytorch

Last synced: 15 May 2025

https://github.com/taesungp/contrastive-unpaired-translation

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

computer-graphics computer-vision computervision cyclegan deeplearning gans generative-adversarial-network image-generation image-manipulation pytorch

Last synced: 15 May 2025

https://github.com/ajbrock/Neural-Photo-Editor

A simple interface for editing natural photos with generative neural networks.

computer-vision convolutional-neural-networks deep-learning gans interfaces machine-learning

Last synced: 15 Mar 2025

https://github.com/ajbrock/neural-photo-editor

A simple interface for editing natural photos with generative neural networks.

computer-vision convolutional-neural-networks deep-learning gans interfaces machine-learning

Last synced: 08 Apr 2025

https://github.com/devnag/pytorch-generative-adversarial-networks

A very simple generative adversarial network (GAN) in PyTorch

deep-learning gan gans machine-learning pytorch

Last synced: 14 Mar 2025

https://github.com/junyanz/bicyclegan

Toward Multimodal Image-to-Image Translation

deep-learning gans generative-adversarial-network pix2pix pytorch

Last synced: 24 Oct 2025

https://github.com/junyanz/BicycleGAN

Toward Multimodal Image-to-Image Translation

deep-learning gans generative-adversarial-network pix2pix pytorch

Last synced: 08 May 2025

https://github.com/mchong6/jojogan

Official PyTorch repo for JoJoGAN: One Shot Face Stylization

anime gans image-translation

Last synced: 16 May 2025

https://github.com/mchong6/JoJoGAN

Official PyTorch repo for JoJoGAN: One Shot Face Stylization

anime gans image-translation

Last synced: 14 Apr 2025

https://github.com/torchgan/torchgan

Research Framework for easy and efficient training of GANs based on Pytorch

computer-vision deep-learning gans generative-adversarial-networks generative-model machine-learning neural-networks python python3 pytorch

Last synced: 15 May 2025

https://github.com/descriptinc/descript-audio-codec

State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.

audio audio-compression codec compression-algorithm deep-learning gans generative-adversarial-network pytorch residual-vector-quantization

Last synced: 14 May 2025

https://github.com/mit-han-lab/data-efficient-gans

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

data-efficient gans generative-adversarial-network image-generation neurips-2020 pytorch tensorflow

Last synced: 15 May 2025

https://github.com/bendangnuksung/image-outpainting

🏖 Keras Implementation of Painting outside the box

computer-vision deep-learning gans image-outpainting keras python tensorflow

Last synced: 16 May 2025

https://github.com/bendangnuksung/Image-OutPainting

🏖 Keras Implementation of Painting outside the box

computer-vision deep-learning gans image-outpainting keras python tensorflow

Last synced: 19 Jul 2025

https://github.com/mit-han-lab/gan-compression

[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs

compression conditional-gans cyclegan gans gaugan image-to-image-translation pix2pix pytorch

Last synced: 16 May 2025

https://github.com/descriptinc/melgan-neurips

GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis

deep-learning gans pytorch speech-synthesis

Last synced: 08 Oct 2025

https://github.com/GKalliatakis/Delving-deep-into-GANs

Generative Adversarial Networks (GANs) resources sorted by citations

adversarial-networks frameworks gans generative-adversarial-networks generative-model research-paper

Last synced: 01 May 2025

https://github.com/diegoalejogm/gans

Generative Adversarial Networks implemented in PyTorch and Tensorflow

cyclegan dcgans gans gans-collections paper-implementations pytorch tensorflow

Last synced: 02 Jan 2026

https://github.com/fnzhan/Generative-AI

[TPAMI 2023] Multimodal Image Synthesis and Editing: The Generative AI Era

aigc diffusion-model gans multimodality nerfs

Last synced: 03 Apr 2025

https://github.com/PeterWang512/GANSketching

Sketch Your Own GAN: Customizing a GAN model with hand-drawn sketches.

computer-graphics computer-vision deep-learning gans hci

Last synced: 04 Apr 2025

https://github.com/sgrvinod/a-pytorch-tutorial-to-super-resolution

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

gan gans generative-adversarial-network pytorch pytorch-tutorial srgan super-resolution

Last synced: 24 Oct 2025

https://github.com/sgrvinod/a-PyTorch-Tutorial-to-Super-Resolution

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

gan gans generative-adversarial-network pytorch pytorch-tutorial srgan super-resolution

Last synced: 26 Sep 2025

https://github.com/kwotsin/mimicry

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

cgan cvpr cvpr20 cvpr2020 dcgan gan gans generative-adversarial-networks generative-models infomax-gan machine-learning python pytorch reproducibility sngan sngan-projection ssgan wgan-gp

Last synced: 12 Apr 2025

https://github.com/Diyago/Tabular-data-generation

We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.

adversarial-filtering deep-learning feature-engineering gan gans machine-learning python tabular-data train-dataframe

Last synced: 01 Apr 2026

https://github.com/davidbau/rewriting

Rewriting a Deep Generative Model, ECCV 2020 (oral). Interactive tool to directly edit the rules of a GAN to synthesize scenes with objects added, removed, or altered. Change StyleGANv2 to make extravagant eyebrows, or horses wearing hats.

deep-learning gans graphics hci machine-learning research vision

Last synced: 04 Apr 2025

https://github.com/junyanz/von

[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.

3d cyclegan disentangled-representations gans generative-adversarial-network pix2pix pytorch shape-generation

Last synced: 05 Apr 2025

https://github.com/songquanpeng/pytorch-template

To be the world's best PyTorch project template.

boilerplates gan gans pytorch pytorch-template

Last synced: 05 Apr 2025

https://github.com/khanrc/tf.gans-comparison

Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking

began celeba dcgan dragan ebgan gan gans lsgan lsun tensorflow wgan wgan-gp

Last synced: 06 Apr 2025

https://github.com/vita-group/shapematchinggan

[ICCV 2019, Oral] Controllable Artistic Text Style Transfer via Shape-Matching GAN

gans iccv19 pytorch style-transfer

Last synced: 09 Sep 2025

https://github.com/aelnouby/Text-to-Image-Synthesis

Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper

gans image-generation pytorch text-to-image zero-shot-learning

Last synced: 09 May 2025

https://github.com/aelnouby/text-to-image-synthesis

Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper

gans image-generation pytorch text-to-image zero-shot-learning

Last synced: 06 Apr 2025

https://github.com/gordicaleksa/pytorch-gans

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

conditional-gan dc-gan deep-learning deep-learning-tutorial gan-tutorial gans generative-adversarial-nets generative-adversarial-networks machine-learning python pytorch vanilla-gan

Last synced: 07 Apr 2025

https://github.com/adicherlavenkatasai/ml-workspace

Machine Learning (Beginners Hub), information(courses, books, cheat sheets, live sessions) related to machine learning, data science and python is available

cheat-sheets convolutional-networks data-science deep-learning deep-neural-networks gans harvard-edx interview-questions machine-learning python

Last synced: 11 Apr 2025

https://github.com/gordicaleksa/pytorch-GANs

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

conditional-gan dc-gan deep-learning deep-learning-tutorial gan-tutorial gans generative-adversarial-nets generative-adversarial-networks machine-learning python pytorch vanilla-gan

Last synced: 01 May 2025

https://github.com/CelebV-HQ/CelebV-HQ

[ECCV 2022] CelebV-HQ: A Large-Scale Video Facial Attributes Dataset

datasets gans generative-model

Last synced: 23 Apr 2025

https://github.com/amanchadha/iseebetter

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

cnn convolutional-neural-network convolutional-neural-networks gan gans generative-adversarial-network psnr pytorch recurrent-neural-networks residual-networks resnet resnets rnn self-supervised-learning srgan ssim super-resolution unsupervised-learning video-processing video-super-resolution

Last synced: 16 May 2025

https://github.com/santi-pdp/segan_pytorch

Speech Enhancement Generative Adversarial Network in PyTorch

deeplearning gans neural-network pytorch segan

Last synced: 24 Feb 2026

https://github.com/omerbsezer/generative_models_tutorial_with_demo

Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..

auto-regressive-model bayesian-classifiers cyclegan dcgan gans gaussian-mixture-models generative-adversarial-network generative-model tutorial tutorial-code variational-autoencoder variational-inference

Last synced: 04 Oct 2025

https://github.com/omerbsezer/Generative_Models_Tutorial_with_Demo

Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..

auto-regressive-model bayesian-classifiers cyclegan dcgan gans gaussian-mixture-models generative-adversarial-network generative-model tutorial tutorial-code variational-autoencoder variational-inference

Last synced: 19 Jul 2025

https://github.com/fjxmlzn/DoppelGANger

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

dataset-generation datasets doppelganger fidelity gan gans generative-adversarial-network privacy synthetic-data synthetic-data-generation synthetic-data-generator synthetic-dataset-generation time-series timeseries

Last synced: 15 May 2025

https://github.com/WisconsinAIVision/few-shot-gan-adaptation

[CVPR '21] Official repository for Few-shot Image Generation via Cross-domain Correspondence

computer-vision few-shot-learning gans

Last synced: 08 May 2025

https://github.com/wisconsinaivision/few-shot-gan-adaptation

[CVPR '21] Official repository for Few-shot Image Generation via Cross-domain Correspondence

computer-vision few-shot-learning gans

Last synced: 09 Apr 2025

https://github.com/universome/stylegan-v

[CVPR 2022] StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2

gans generative-adversarial-networks pytorch stylegan video-generation

Last synced: 16 May 2026

https://github.com/kkanshul/finegan

FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery

computer-vision deep-learning disentangled-representations fine-grained gans generative-adversarial-network image-generation image-manipulation pytorch

Last synced: 08 May 2025

https://github.com/ysymyth/3d-sdn

[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics

3d-sdn 3d-vision deep-learning disentangled-representations gans generative-adversarial-networks pytorch

Last synced: 13 Apr 2025

https://github.com/lmxyy/sige

[NeurIPS 2022, T-PAMI 2023] Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models

acceleration conditional-gan conditional-gans ddim ddpm diffusion-models gans gaugan image-editing progressive-distillation sparse sparse-convolution

Last synced: 16 Jun 2025

https://github.com/ImagingLab/Colorizing-with-GANs

Grayscale Image Colorization with Generative Adversarial Networks. https://arxiv.org/abs/1803.05400

colorization convolutional-networks deep-learning gans generative-adversarial-network

Last synced: 07 May 2025

https://github.com/amirbar/rnn.wgan

Code for training and evaluation of the model from "Language Generation with Recurrent Generative Adversarial Networks without Pre-training"

gan gans nlp text-generation text-generator wgan

Last synced: 09 Apr 2025

https://github.com/compvis/net2net

Network-to-Network Translation with Conditional Invertible Neural Networks

autoencoders gans generative-model inn lightning normalizing-flows pytorch pytorch-lightning streamlit

Last synced: 25 Jun 2025

https://github.com/mafda/generative_adversarial_networks_101

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

ccgan ccgans cgan cgans cifar-10 cifar10 conda-environment dcgan gan gans generative-adversarial-network generative-adversarial-networks jupyter-notebook keras lsgan lsgans mnist mnist-dataset tensorflow wgan

Last synced: 09 Apr 2025

https://github.com/zcemycl/matlab-gan

MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN

aae acgan cgan computer-vision cyclegan dcgan deep-learning deep-neural-networks gans image-generation infogan lsgan matlab matlab-gan matlab-implementations pix2pix

Last synced: 10 Jul 2025

https://github.com/LeeDongYeun/FixNoise

Official Pytorch Implementation for "Fix the Noise: Disentangling Source Feature for Controllable Domain Translation" (CVPR 2023, CVPRW 2022 Best paper)

gans generative-adversarial-networks stylegan stylegan2

Last synced: 03 Apr 2025

https://github.com/dataxujing/cnn-paper2

:art: :art: 深度学习 卷积神经网络教程 ：图像识别，目标检测，语义分割，实例分割，人脸识别，神经风格转换，GAN等:art::art: https://dataxujing.github.io/CNN-paper2/

arxiv cnn convolutional-networks cv deep-neural-networks deeplearning detection face-detection gans iccv-arxiv object-detection segmentation

Last synced: 16 Jan 2026

https://github.com/Jittor/JGAN

JGAN model zoo supports 27 kinds of mainstream GAN models with high speed for jittor.

deep-learning gan gans generative-adversarial-network jittor

Last synced: 08 Mar 2026

https://github.com/jittor/jgan

JGAN model zoo supports 27 kinds of mainstream GAN models with high speed for jittor.

deep-learning gan gans generative-adversarial-network jittor

Last synced: 10 Oct 2025

https://github.com/nocotan/pytorch-lightning-gans

Collection of PyTorch Lightning implementations of Generative Adversarial Network varieties presented in research papers.

deep-learning gans generative-adversarial-network neural-networks pytorch pytorch-implementation pytorch-lightning

Last synced: 17 Jan 2026

https://github.com/blade6570/icface

ICface: Interpretable and Controllable Face Reenactment Using GANs

action-units animation deeplearning face ganimation gans image-generation pytorch video-generation

Last synced: 20 Aug 2025

https://github.com/aaaastark/data-scientist-books

Data-Scientist-Books (Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, Long Short Term Memory, Generative Adversarial Network, Time Series Forecasting, Probability and Statistics, and more.)

ai artificial-intelligence datascience deeplearning dl ds gans lstm machinelearning ml probability python r statistics tsf

Last synced: 03 Apr 2025

https://github.com/giannisdaras/ylg

[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".

attention-mechanism computer-vision cvpr cvpr20 cvpr2020 gans generative-adversarial-networks inverse-problems machine-learning

Last synced: 17 Mar 2025