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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: 09 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: 13 Apr 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: 14 Apr 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: 27 Nov 2024

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: 14 Apr 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: 14 Apr 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/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/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: 08 Apr 2025

https://github.com/junyanz/BicycleGAN

Toward Multimodal Image-to-Image Translation

deep-learning gans generative-adversarial-network pix2pix pytorch

Last synced: 15 Nov 2024

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/mchong6/jojogan

Official PyTorch repo for JoJoGAN: One Shot Face Stylization

anime gans image-translation

Last synced: 08 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: 14 Apr 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: 19 Apr 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: 12 Apr 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: 27 Nov 2024

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: 09 Apr 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: 08 Apr 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: 19 Apr 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: 12 Nov 2024

https://github.com/diegoalejogm/gans

Generative Adversarial Networks implemented in PyTorch and Tensorflow

cyclegan dcgans gans gans-collections paper-implementations pytorch tensorflow

Last synced: 27 Nov 2024

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: 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: 17 Jan 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/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: 06 Apr 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/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: 15 Nov 2024

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: 12 Nov 2024

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

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

datasets gans generative-model

Last synced: 10 Nov 2024

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: 12 Apr 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: 23 Jan 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: 27 Nov 2024

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: 19 Nov 2024

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/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: 15 Nov 2024

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: 15 Nov 2024

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/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: 14 Nov 2024

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: 24 Feb 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: 03 Apr 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: 03 Apr 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 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/blade6570/icface

ICface: Interpretable and Controllable Face Reenactment Using GANs

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

Last synced: 14 Dec 2024

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

https://github.com/snknitin/DeepfakeCapsuleGAN

Using Capsule Networks in GANS to generate very realistic fake images that could perhaps be used for deepfakes

capsule-networks celeba-dataset cifar-10 gans generative-adversarial-network keras-neural-networks mnist

Last synced: 11 Nov 2024

https://github.com/louisfb01/top-10-cv-papers-2021

A curated list of the top 10 computer vision papers in 2021 with video demos, articles, code and paper reference.

2021 ai computer-vision deep-learning gans innovation machine-learning machinelearning paper python research research-paper sota sota-technique state-of-art state-of-the-art technology transformers

Last synced: 20 Nov 2024

https://github.com/ueoo/AGIS-Net?tab=readme-ov-file

[SIGGRAPH Asia 2019] Artistic Glyph Image Synthesis via One-Stage Few-Shot Learning

font gans glyphs image-to-image-translation style-transfer

Last synced: 07 Apr 2025

https://github.com/margaretmz/cartoonizer-with-tflite

How to create a Cartoonizer Android app with TensorFlow Lite models.

android computer-vision gans tensorflow-lite tflite

Last synced: 07 Apr 2025

https://github.com/cy69855522/ai-paper-drawer

人工智能论文关键点集结。This project aims to collect key points of AI papers.

ai-papers cv deep-learning gans gcn gnn graph nlp rl

Last synced: 24 Mar 2025

https://github.com/mingtaoguo/draggan_pytorch

Unofficial implementation of DragGAN with StyleGAN2/3 pretrained models

draggan gans image-editing stylegan2 stylegan3

Last synced: 20 Nov 2024