Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Generative Adversarial Network
Generative adversarial networks (GAN) are a class of generative machine learning frameworks. A GAN consists of two competing neural networks, often termed the Discriminator network and the Generator network. GANs have been shown to be powerful generative models and are able to successfully generate new data given a large enough training dataset.
- GitHub: https://github.com/topics/generative-adversarial-network
- Wikipedia: https://en.wikipedia.org/wiki/Generative_adversarial_network
- Released: June 10, 2014
- Related Topics: deep-learning, neural-network,
- Aliases: gan, generative-adversarial-networks,
- Last updated: 2025-01-26 00:12:16 UTC
- JSON Representation
https://github.com/agrimgupta92/sgan
Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018
deep-learning generative-adversarial-network human-trajectory-prediction pytorch social-navigation trajectory-prediction
Last synced: 10 Nov 2024
https://github.com/shaoanlu/fewshot-face-translation-GAN
Generative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.
face-swap faceswap gan generative-adversarial-network image-to-image image-to-image-translation image-translation
Last synced: 27 Oct 2024
https://github.com/switchablenorms/DeepFashion_Try_On
Official code for "Towards Photo-Realistic Virtual Try-On by Adaptively Generating↔Preserving Image Content"，CVPR‘20 https://arxiv.org/abs/2003.05863
acgpn deepfashion generative-adversarial-network visual-try-on
Last synced: 18 Nov 2024
https://github.com/shaoanlu/fewshot-face-translation-gan
Generative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.
face-swap faceswap gan generative-adversarial-network image-to-image image-to-image-translation image-translation
Last synced: 25 Jan 2025
https://github.com/yuanming-hu/exposure
Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.
computational-photography deep-learning gan generative-adversarial-network image-processing reinforcement-learning
Last synced: 25 Jan 2025
https://github.com/pbaylies/stylegan-encoder
StyleGAN Encoder - converts real images to latent space
deep-learning deep-neural-networks gan generative-adversarial-network loss-functions neural-networks perceptual-losses resnet-50
Last synced: 07 Nov 2024
https://github.com/dyelax/Adversarial_Video_Generation
A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.
adversarial-networks deep-learning deep-neural-networks gan generative-adversarial-network video-prediction-models
Last synced: 27 Nov 2024
https://github.com/cvondrick/videogan
Generating Videos with Scene Dynamics. NIPS 2016.
computer-vision deep-learning generative-adversarial-network video
Last synced: 31 Oct 2024
https://github.com/hasnainraz/fast-srgan
A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps
artificial-intelligence cnn fastsrgan gans generative-adversarial-network neural-network realtime-super-resolution residual-blocks resolution-image single-image-super-resolution sisr srgan super-resolution tensorboard tensorflow tf-keras tf2 upsample
Last synced: 25 Jan 2025
https://github.com/yuval-alaluf/stylegan3-editing
Official Implementation of "Third Time's the Charm? Image and Video Editing with StyleGAN3" (AIM ECCVW 2022) https://arxiv.org/abs/2201.13433
generative-adversarial-network image-editing stylegan stylegan-encoder stylegan3
Last synced: 25 Jan 2025
https://github.com/leemengtw/deep-learning-resources
由淺入深的深度學習資源 Collection of deep learning materials for everyone
chinese chinese-traditional collections courses deep-learning deeplearning gan generative-adversarial-network jupyter-notebook neural-networks python pytorch tensorflow tools
Last synced: 25 Jan 2025
https://github.com/HasnainRaz/Fast-SRGAN
A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps
artificial-intelligence cnn fastsrgan gans generative-adversarial-network neural-network realtime-super-resolution residual-blocks resolution-image single-image-super-resolution sisr srgan super-resolution tensorboard tensorflow tf-keras tf2 upsample
Last synced: 27 Oct 2024
https://github.com/hollobit/all-about-the-gan
All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN
adversarial-nets adversarial-networks arxiv cgan classification ct-denoising deep-learning detection gan generative-adversarial-network image-synthesis medical-image-synthesis medical-imaging neural-network paper pytorch reconstruction segmentation tensorflow unsupervised-learning
Last synced: 19 Jan 2025
https://github.com/hollobit/All-About-the-GAN
All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN
adversarial-nets adversarial-networks arxiv cgan classification ct-denoising deep-learning detection gan generative-adversarial-network image-synthesis medical-image-synthesis medical-imaging neural-network paper pytorch reconstruction segmentation tensorflow unsupervised-learning
Last synced: 02 Nov 2024
https://github.com/advimman/hidt
Official repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)
computational-photography deep-learning gan generative-adversarial-network high-resolution image-editing image-generation image-processing image-to-image-translation style-transfer unsupervised-learning
Last synced: 25 Jan 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: 25 Jan 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/suragnair/seqgan
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
deep-learning gan generative-adversarial-network generative-model natural-language-processing natural-language-understanding nlp policy-gradient seqgan
Last synced: 19 Jan 2025
https://github.com/EndlessSora/focal-frequency-loss
[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis
autoencoder complementary frequency-analysis frequency-domain gan generative-adversarial-network generative-models generic iccv2021 image-generation image-reconstruction image-synthesis loss loss-function pix2pix spade stylegan2 variational-autoencoder
Last synced: 15 Nov 2024
https://github.com/project-monai/generativemodels
MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications
anomaly-detection diffusion-models generative-adversarial-network generative-models image-synthesis image-translation medical-imaging monai mri-reconstruction
Last synced: 20 Jan 2025
https://github.com/OndrejTexler/Few-Shot-Patch-Based-Training
The official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot Patch-Based Training
deep-learning gan generative-adversarial-network image-generation image-to-image-translation pytorch style-transfer
Last synced: 15 Nov 2024
https://github.com/paulbricman/thisrepositorydoesnotexist
A curated list of awesome projects which use Machine Learning to generate synthetic content.
generation-algorithms generative-adversarial-network synthetic-data synthetic-dataset-generation synthetic-images
Last synced: 18 Jan 2025
https://github.com/xingangpan/gan2shape
Code for GAN2Shape (ICLR2021 oral)
3d-reconstruction deep-learning gan generative-adversarial-network inverse-graphics
Last synced: 25 Jan 2025
https://github.com/XingangPan/GAN2Shape
Code for GAN2Shape (ICLR2021 oral)
3d-reconstruction deep-learning gan generative-adversarial-network inverse-graphics
Last synced: 28 Oct 2024
https://github.com/akanimax/T2F
T2F: text to face generation using Deep Learning
adversarial-machine-learning gan generative-adversarial-network progressively-growing-gan text-to-image
Last synced: 20 Nov 2024
https://github.com/jonbruner/generative-adversarial-networks
Introduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs
gan generative-adversarial-network tensorflow tensorflow-models tensorflow-tutorials
Last synced: 19 Jan 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: 19 Jan 2025
https://github.com/znxlwm/pytorch-mnist-celeba-gan-dcgan
Pytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets
celeba dcgan gan generative-adversarial-network mnist pytorch
Last synced: 25 Jan 2025
https://github.com/microsoft/styleswin
[CVPR 2022] StyleSwin: Transformer-based GAN for High-resolution Image Generation
computer-vision deep-learning deep-neural-networks gans generative-adversarial-network image-generation image-synthesis pytorch styleswin transformer
Last synced: 24 Jan 2025
https://github.com/Justin-Tan/generative-compression
TensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression
computer-vision gan generative-adversarial-network image-compression tensorflow
Last synced: 27 Nov 2024
https://github.com/onion-liu/BlendGAN
Official PyTorch implementation of "BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation" (NeurIPS 2021)
gan generative-adversarial-network image-generation style-transfer
Last synced: 04 Nov 2024
https://github.com/znxlwm/pytorch-mnist-celeba-cgan-cdcgan
Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset
cdcgan celeba cgan conditional-dcgan conditional-gan gender generative-adversarial-network mnist pytorch
Last synced: 20 Jan 2025
https://github.com/shayneobrien/generative-models
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
autoencoder began discriminator dragan fgan fishergan gan generative-adversarial-network generative-models infogan lsgan machine-learning mmgan nsgan python pytorch ragan vae wasserstein wgan
Last synced: 02 Nov 2024
https://github.com/Project-MONAI/GenerativeModels
MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications
anomaly-detection diffusion-models generative-adversarial-network generative-models image-synthesis image-translation medical-imaging monai mri-reconstruction
Last synced: 26 Oct 2024
https://github.com/xingangpan/deep-generative-prior
Code for deep generative prior (ECCV2020 oral)
deep-learning gan generative-adversarial-network image-manipulation image-prior image-restoration
Last synced: 19 Jan 2025
https://github.com/mrtornado24/ide-3d
[SIGGRAPH Asia 2022] IDE-3D: Interactive Disentangled Editing For High-Resolution 3D-aware Portrait Synthesis
3d-aware-image-synthesis face-editing generative-adversarial-network inversion nerf
Last synced: 20 Jan 2025
https://github.com/giddyyupp/ganilla
Official Pytorch implementation of GANILLA
deep-learning gan gans generative-adversarial-network illustration illustration-drawing illustrations illustrator image-to-image-translation pytorch
Last synced: 27 Nov 2024
https://github.com/uclaacmai/Generative-Adversarial-Network-Tutorial
Tutorial on creating your own GAN in Tensorflow
deep-learning generative-adversarial-network jupyter-notebook tensorflow
Last synced: 27 Nov 2024
https://github.com/Ha0Tang/SelectionGAN
[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation
adversarial-learning computer-graphics computer-vision cross-view cvpr-2019 cvpr19 cvpr2019 cvusa-dataset dayton deep-learning gans generative-adversarial-network image-generation image-manipulation image-to-image-translation image-translation pytorch semantic-maps
Last synced: 25 Nov 2024
https://github.com/amanchadha/coursera-gan-specialization
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
artificial-intelligence bias bias-detection biggan conditional-gan coursera data-augmentation dcgan deep-learning deeplearning-ai gan gans generative-adversarial-network generative-model neural-network pix2pix pytorch stylegan u-net wgan
Last synced: 25 Jan 2025
https://github.com/navneet-nmk/pytorch-rl
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
ddpg deep-learning deep-reinforcement-learning dqn experience-replay gan generative-adversarial-network gym mujoco mujoco-py openai openai-gym policy-gradient pytorch reinforcement-learning rl-algorithms robotics vae vae-gan variational-autoencoder
Last synced: 02 Nov 2024
https://github.com/0b01/simgan-captcha
Solve captcha without manually labeling a training set
captcha-solving gan generative-adversarial-network keras neural-network simgan
Last synced: 19 Jan 2025
https://github.com/0b01/SimGAN-Captcha
Solve captcha without manually labeling a training set
captcha-solving gan generative-adversarial-network keras neural-network simgan
Last synced: 14 Nov 2024
https://github.com/eliahuhorwitz/deepsim
Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)
computer-graphics computer-vision deep-learning deep-neural-networks edge-to-image generative-adversarial-network iccv2021 image-editing image-to-image-translation pytorch segmantation-to-image single-image
Last synced: 21 Jan 2025
https://github.com/eliahuhorwitz/DeepSIM
Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)
computer-graphics computer-vision deep-learning deep-neural-networks edge-to-image generative-adversarial-network iccv2021 image-editing image-to-image-translation pytorch segmantation-to-image single-image
Last synced: 27 Nov 2024
https://github.com/shekkizh/wassersteingan.tensorflow
Tensorflow implementation of Wasserstein GAN - arxiv: https://arxiv.org/abs/1701.07875
gan generative-adversarial-network tensorflow wasserstein
Last synced: 21 Jan 2025
https://github.com/mjdietzx/SimGAN
Implementation of Apple's Learning from Simulated and Unsupervised Images through Adversarial Training
deep-learning gan generative-adversarial-network keras machine-learning neural-networks simulated-unsupervised-learning simulations tensorflow
Last synced: 27 Nov 2024
https://github.com/pfnet-research/chainer-gan-lib
Chainer implementation of recent GAN variants
dcgan deep-learning generative-adversarial-network wgan-gp
Last synced: 20 Jan 2025
https://github.com/instillai/Generative-Adversarial-Networks-Roadmap
The Roadmap to Learn Generative Adversarial Networks (GANs)
deep-learning generative-adversarial-network machine-learning
Last synced: 12 Nov 2024
https://github.com/nupurkmr9/vision-aided-gan
Ensembling Off-the-shelf Models for GAN Training (CVPR 2022 Oral)
computer-graphics computer-vision gans generative-adversarial-network image-generation pretrained-models pytorch
Last synced: 15 Nov 2024
https://github.com/huangzh13/StyleGAN.pytorch
A PyTorch implementation for StyleGAN with full features.
cv cvpr cvpr19 cvpr2019 deep-learning gan gan-pytorch generative-adversarial-network pytorch pytorch-implementation pytorch-implmention stylegan
Last synced: 17 Jan 2025
https://github.com/aitorzip/pytorch-srgan
A modern PyTorch implementation of SRGAN
cnn computer-vision convolutional-neural-networks deep-learning gan generative-adversarial-network pytorch pytorch-gan srgan super-resolution
Last synced: 22 Jan 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: 19 Jan 2025
https://github.com/tirthajyoti/deep-learning-with-python
Deep learning codes and projects using Python
artificial-intelligence cnn computer-vision convolutional-neural-networks deep-learning generative-adversarial-network google-colab image-classification keras machine-learning neural-networks object-detection recurrent-neural-networks resnet rnn vgg16
Last synced: 20 Jan 2025
https://github.com/reiinakano/gan-playground
GAN Playground - Experiment with Generative Adversarial Nets in your browser. An introduction to GANs.
deep-learning gan generative-adversarial-network machine-learning neural-network
Last synced: 23 Jan 2025
https://github.com/apple/ml-gmpi
[ECCV 2022, Oral Presentation] Official PyTorch implementation of GMPI
3d eccv2022 generative-adversarial-network generative-model multiplane-images neural-rendering pytorch
Last synced: 20 Jan 2025
https://github.com/tensorlayer/dcgan
The Simplest DCGAN Implementation
dcgan gan generative-adversarial-network tensorlayer tensorlayerx
Last synced: 20 Jan 2025
https://github.com/zhangmozhe/Deep-Exemplar-based-Video-Colorization
The source code of CVPR 2019 paper "Deep Exemplar-based Video Colorization".
colorization computer-vision deep-learning gan generative-adversarial-network image-generation image-processing old-photo pytorch
Last synced: 28 Nov 2024
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/oswaldoludwig/Seq2seq-Chatbot-for-Keras
This repository contains a new generative model of chatbot based on seq2seq modeling.
chatbot conversational-agents deep-learning dialogue dialogue-generation gan generative-adversarial-network glove keras nlp seq2seq
Last synced: 02 Nov 2024
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/marian42/shapegan
Generative Adversarial Networks and Autoencoders for 3D Shapes
3d autoencoder gan generative-adversarial-network machine-learning pytorch sdf
Last synced: 22 Jan 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: 19 Nov 2024
https://github.com/woctezuma/stylegan2-projecting-images
Projecting images to latent space with StyleGAN2.
colab colab-notebook colaboratory gan generative-adversarial-network google-colab google-colab-notebook google-colaboratory style-gan stylegan stylegan-model stylegan2
Last synced: 22 Jan 2025
https://github.com/tobran/DF-GAN
[CVPR2022 oral] A Simple and Effective Baseline for Text-to-Image Synthesis
generative-adversarial-network text-to-image
Last synced: 04 Nov 2024
https://github.com/adeshpande3/generative-adversarial-networks
Tutorial on GANs
deep-learning generative-adversarial-network tensorflow tutorial
Last synced: 22 Jan 2025
https://github.com/sangwoomo/FreezeD
Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs (CVPRW 2020)
gan generative-adversarial-network generative-models transfer-learning
Last synced: 15 Nov 2024
https://github.com/meetps/tf-3dgan
Tensorflow implementation of 3D Generative Adversarial Network.
deep-learning generative-adversarial-network tensorflow
Last synced: 23 Jan 2025
https://github.com/sdv-dev/TGAN
Generative adversarial training for generating synthetic tabular data.
generative-adversarial-network synthesizing-tabular-data synthetic-data tabular-data
Last synced: 12 Nov 2024
https://github.com/sdv-dev/tgan
Generative adversarial training for generating synthetic tabular data.
generative-adversarial-network synthesizing-tabular-data synthetic-data tabular-data
Last synced: 21 Jan 2025
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/xpixelgroup/ranksrgan
ICCV 2019 (oral) RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution. PyTorch implementation
gan generative-adversarial-network iccv2019 learning-to-rank low-level-vision pytorch super-resolution
Last synced: 23 Jan 2025
https://github.com/sdv-dev/sdgym
Benchmarking synthetic data generation methods.
benchmark deep-learning generative-adversarial-network generative-ai generative-models sdgym-synthesizers synthetic-data synthetic-data-vault tabular-data
Last synced: 25 Jan 2025
https://ali-design.github.io/gan_steerability/
On the "steerability" of generative adversarial networks
computer-vision deep-learning gan generative-adversarial-network
Last synced: 11 Nov 2024
https://github.com/ali-design/gan_steerability
On the "steerability" of generative adversarial networks
computer-vision deep-learning gan generative-adversarial-network
Last synced: 15 Nov 2024
https://github.com/sdv-dev/SDGym
Benchmarking synthetic data generation methods.
benchmark deep-learning generative-adversarial-network generative-ai generative-models sdgym-synthesizers synthetic-data synthetic-data-vault tabular-data
Last synced: 12 Nov 2024
https://github.com/prinsphield/elegant
ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes
face-attribute-transfer generative-adversarial-network image-interpolation multi-attribute
Last synced: 24 Jan 2025
https://github.com/kumar-shridhar/master-thesis-bayesiancnn
Master Thesis on Bayesian Convolutional Neural Network using Variational Inference
bayesian-deep-learning bayesian-inference bayesian-neural-networks convolutional-neural-networks generative-adversarial-network super-resolution
Last synced: 30 Nov 2024
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/clovaai/generative-evaluation-prdc
Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.
deep-learning diversity evaluation evaluation-metrics fidelity generative-adversarial-network generative-model icml icml-2020 icml2020 machine-learning precision recall
Last synced: 25 Jan 2025
https://github.com/savan77/The-GAN-World
Everything about Generative Adversarial Networks
gan generative-adversarial-network pytorch tensorflow
Last synced: 02 Nov 2024
https://github.com/hasnainraz/fast-aginggan
A deep learning model to age faces in the wild, currently runs at 60+ fps on GPUs
cnn cycle-gan face-aging faceapp gan generative-adversarial-network neural-network pytorch pytorch-lightning realtime-face-aging tensorboard
Last synced: 22 Jan 2025
https://github.com/xunhuang1995/sgan
Stacked Generative Adversarial Networks
computer-vision generative-adversarial-network generative-model machine-learning
Last synced: 19 Dec 2024
https://github.com/xunhuang1995/SGAN
Stacked Generative Adversarial Networks
computer-vision generative-adversarial-network generative-model machine-learning
Last synced: 27 Nov 2024
https://github.com/jiamings/wgan
Tensorflow Implementation of Wasserstein GAN (and Improved version in wgan_v2)
generative generative-adversarial-network generative-model tensorflow tensorflow-experiments tensorflow-models
Last synced: 26 Jan 2025
https://github.com/MingtaoGuo/DCGAN_WGAN_WGAN-GP_LSGAN_SNGAN_RSGAN_BEGAN_ACGAN_PGGAN_TensorFlow
Implementation of some different variants of GANs by tensorflow, Train the GAN in Google Cloud Colab, DCGAN, WGAN, WGAN-GP, LSGAN, SNGAN, RSGAN, RaSGAN, BEGAN, ACGAN, PGGAN, pix2pix, BigGAN
acgan began colab dcgan face-generative generative-adversarial-network pggan rasgan rsgan sngan tensorflow wgan wgan-gp
Last synced: 02 Nov 2024
https://github.com/mingtaoguo/dcgan_wgan_wgan-gp_lsgan_sngan_rsgan_began_acgan_pggan_tensorflow
Implementation of some different variants of GANs by tensorflow, Train the GAN in Google Cloud Colab, DCGAN, WGAN, WGAN-GP, LSGAN, SNGAN, RSGAN, RaSGAN, BEGAN, ACGAN, PGGAN, pix2pix, BigGAN
acgan began colab dcgan face-generative generative-adversarial-network pggan rasgan rsgan sngan tensorflow wgan wgan-gp
Last synced: 24 Jan 2025
https://github.com/gsurma/image_generator
DCGAN image generator 🖼️.
dcgan dcgan-tensorflow deep-learning gan generative-adversarial-network jupyter machine-learning neural-network python python3 simpsons simpsons-dataset tensorflow
Last synced: 24 Jan 2025
https://github.com/lzhbrian/arbitrary-text-to-image-papers
A collection of arbitrary text to image papers with code (constantly updating)
code collection curated-list dialog gan generative-adversarial-network image image-generation image-synthesis scene-graph text-to-image text2image
Last synced: 27 Dec 2024
https://github.com/ai-forever/movqgan
MoVQGAN - model for the image encoding and reconstruction
gan generative-adversarial-network image-compression image-encoding image-reconstruction
Last synced: 10 Jan 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: 23 Jan 2025
https://github.com/lucidrains/unet-stylegan2
A Pytorch implementation of Stylegan2 with UNet Discriminator
artificial-intelligence deep-learning generative-adversarial-network u-net
Last synced: 21 Jan 2025
https://github.com/advimman/cips
Official repository for the paper "Image Generators with Conditionally-Independent Pixel Synthesis" (CVPR2021, Oral)
deep-learning foveated-rendering gan generative-adversarial-network implicit-functions
Last synced: 11 Nov 2024
https://github.com/djsutherland/opt-mmd
Learning kernels to maximize the power of MMD tests
generative-adversarial-network hypothesis-testing kernel-methods machine-learning maximum-mean-discrepancy python shogun statistical-tests tensorflow theano
Last synced: 19 Dec 2024
https://github.com/shekkizh/neuralnetworks.thought-experiments
Observations and notes to understand the workings of neural network models and other thought experiments using Tensorflow
generative-adversarial-network generative-model neural-network optimal-brain-damage pruning uncertainty-neural-networks
Last synced: 19 Dec 2024
https://github.com/pavitrakumar78/Anime-Face-GAN-Keras
A DCGAN to generate anime faces using custom mined dataset
anime cnn deep-learning face gan generative-adversarial-network keras python
Last synced: 12 Nov 2024
https://github.com/lquirosd/P2PaLA
Page to PAGE Layout Analysis Tool
computer-vision deep-neural-networks document-layout-analysis gan generative-adversarial-network handwritten-text-recognition image-segmentation page-xml pix2pix pytorch
Last synced: 03 Nov 2024
https://github.com/ethanhe42/gan-mnist
Generative Adversarial Network for MNIST with tensorflow
dcgan-model deep-learning face gan generative-adversarial-network mnist tensorflow
Last synced: 21 Jan 2025
https://github.com/stormraiser/GAN-weight-norm
Code for "On the Effects of Batch and Weight Normalization in Generative Adversarial Networks"
deep-learning generative-adversarial-network
Last synced: 02 Nov 2024
https://github.com/csinva/gan-vae-pretrained-pytorch
Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.
ai cifar cnn convolutional-neural-networks dcgan deep-learning gan gans generative-adversarial-network generative-adversarial-networks machine-learning ml mnist neural-network pretrained pretrained-models python pytorch pytorch-implementation statistics
Last synced: 19 Dec 2024
