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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 4,154 public repositories matching this topic...

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 Aug 24, 2024
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

AI-For-Beginners

microsoft / AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

nlp machine-learning ai computer-vision deep-learning cnn artificial-intelligence gan rnn

Updated Oct 15, 2024
Jupyter Notebook

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 May 14, 2024
Python

Mikoto10032 / DeepLearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

machine-learning deep-learning mxnet tensorflow cnn pytorch kaggle gan rnn machinelearning deeplearning gcn

Updated Apr 21, 2022
Jupyter Notebook

hindupuravinash / the-gan-zoo

A list of all named GANs!

machine-learning generative-adversarial-network gan

Updated Oct 6, 2023
Python

datawhalechina / leedl-tutorial

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

machine-learning tutorial reinforcement-learning deep-learning cnn transformer gan rnn pruning transfer-learning bert diffusion self-attention network-compression chatgpt leedl-tutorial

Updated Oct 8, 2024
Jupyter Notebook

junyanz / CycleGAN

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

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

Updated Sep 12, 2023
Lua

chenyuntc / pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

deep-learning jupyter-notebook nn pytorch autograd caption gan image-classification tensorboard tensor neural-style visdom pytorch-tutorials pytorch-tutorials-cn charrnn neuraltalk

Updated Dec 24, 2023
Jupyter Notebook

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

phillipi / pix2pix

Image-to-image translation with conditional adversarial nets

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

Updated Jun 6, 2021
Lua

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 hacktoberfest voice-conversion voice-changer pytorch-lightning hubert vits sovits so-vits-svc softvc contentvec

Updated Oct 29, 2024
Python

MorvanZhou / PyTorch-Tutorial

Build your neural network easy and fast, 莫烦Python中文教学

python machine-learning tutorial reinforcement-learning neural-network regression cnn pytorch batch dropout generative-adversarial-network gan batch-normalization dqn classification rnn autoencoder pytorch-tutorial pytorch-tutorials

Updated Mar 23, 2023
Jupyter Notebook

lama

advimman / lama

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

deep-neural-networks computer-vision deep-learning cnn pytorch generative-adversarial-network gan colab fourier high-resolution generative-adversarial-networks image-inpainting inpainting fourier-transform inpainting-methods colab-notebook inpainting-algorithm fourier-convolutions

Updated Jul 26, 2024
Jupyter Notebook

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

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

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

carpedm20 / DCGAN-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

tensorflow gan dcgan generative-model

Updated Jan 6, 2021
JavaScript

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

Released June 10, 2014

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deep-learning neural-network