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gan

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.

Here are 2,402 public repositories matching this topic...

hacksider / Deep-Live-Cam

real time face swap and one-click video deepfake with only a single image

ai realtime artificial-intelligence faceswap gan webcam webcamera deepfake deep-fake ai-face video-deepfake realtime-deepfake deepfake-webcam realtime-face-changer fake-webcam ai-webcam ai-deep-fake real-time-deepfake

Updated Oct 28, 2025
Python

annotated_deep_learning_paper_implementations

labmlai / annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

machine-learning reinforcement-learning deep-learning transformers pytorch transformer gan neural-networks literate-programming attention lora deep-learning-tutorial optimizers

Updated Sep 19, 2025
Python

GFPGAN

TencentARC / GFPGAN

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

deep-learning pytorch gan super-resolution image-restoration face-restoration gfpgan

Updated Jul 26, 2024
Python

junyanz / pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

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

Updated Aug 6, 2025
Python

hindupuravinash / the-gan-zoo

A list of all named GANs!

machine-learning generative-adversarial-network gan

Updated Oct 6, 2023
Python

zalandoresearch / fashion-mnist

A MNIST-like fashion product database. Benchmark 👇

benchmark machine-learning computer-vision deep-learning fashion dataset gan mnist convolutional-neural-networks zalando fashion-mnist

Updated Jun 13, 2022
Python

eriklindernoren / Keras-GAN

Keras implementations of Generative Adversarial Networks.

deep-learning keras gan neural-networks generative-adversarial-networks

Updated Dec 12, 2022
Python

voicepaw / so-vits-svc-fork

so-vits-svc fork with realtime support, improved interface and more features.

lightning deep-learning realtime pytorch speech-synthesis gan voice-conversion voice-changer pytorch-lightning hubert vits sovits so-vits-svc softvc contentvec

Updated Oct 31, 2025
Python

PaddlePaddle / PaddleGAN

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

resolution image-editing gan image-generation pix2pix super-resolution cyclegan edvr stylegan2 motion-transfer first-order-motion-model psgan realsr animeganv2 wav2lip photo2cartoon basicvsrplusplus gpen

Updated Jul 3, 2024
Python

wiseodd / generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

machine-learning tensorflow pytorch gan generative-model vae restricted-boltzmann-machine rbm

Updated Mar 24, 2024
Python

TensorLayer

tensorlayer / TensorLayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

python google reinforcement-learning deep-learning neural-network tensorflow chatbot artificial-intelligence gan dqn imagenet tensorflow-tutorials object-detection a3c tensorlayer tensorflow-tutorial

Updated Feb 18, 2023
Python

NVIDIA / pix2pixHD

Synthesizing and manipulating 2048x1024 images with conditional GANs

deep-neural-networks computer-vision deep-learning computer-graphics pytorch generative-adversarial-network gan pix2pix image-to-image-translation

Updated Nov 4, 2024
Python

yl4579 / StyleTTS2

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

text-to-speech deep-learning pytorch tts speech-synthesis gan speaker-adaptation adversarial-training diffusion-models wavlm latent-diffusion latent-diffusion-models

Updated Aug 10, 2024
Python

gluon-cv

dmlc / gluon-cv

Gluon CV Toolkit

machine-learning computer-vision deep-learning neural-network mxnet gan image-classification object-detection gluon semantic-segmentation action-recognition pose-estimation person-reid

Updated Nov 25, 2024
Python

neuralchen / SimSwap

An arbitrary face-swapping framework on images and videos with one single trained model!

video pytorch faceswap gan swap face image-manipulation deepfakes deepfacelab

Updated Aug 6, 2024
Python

MorvanZhou / Tensorflow-Tutorial

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

machine-learning tutorial neural-network tensorflow regression cnn dropout generative-adversarial-network gan dqn classification rnn autoencoder tensorflow-tutorials deep-q-network

Updated Oct 31, 2020
Python

minivision-ai / photo2cartoon

人像卡通化探索项目 (photo-to-cartoon translation project)

computer-vision deep-learning gan avatar-generator cartoon

Updated Jun 12, 2022
Python

junyanz / iGAN

Interactive Image Generation via Generative Adversarial Networks

computer-vision deep-learning computer-graphics generative-adversarial-network gan dcgan image-manipulation pix2pix

Updated Aug 5, 2020
Python

hwalsuklee / tensorflow-generative-model-collections

Collection of generative models in Tensorflow

Updated Aug 8, 2022
Python

mseitzer / pytorch-fid

Compute FID scores with PyTorch.

deep-learning pytorch generative-adversarial-network gan frechet-distance fid inception-score fid-score

Updated Jul 3, 2024
Python

Released June 10, 2014

Followers: 248 followers
Website: github.com/topics/generative-adversarial-network
Wikipedia: Wikipedia

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deep-learning neural-network