gan

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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.

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labmlai /annotated_deep_learning_paper_implementations

Star59.3k

🧑‍🏫 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

UpdatedAug 24, 2024
Python

hacksider /Deep-Live-Cam

Star44.7k

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

UpdatedMar 15, 2025
Python

microsoft /AI-For-Beginners

Star36.5k

12 Weeks, 24 Lessons, AI for All!

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

UpdatedMar 11, 2025
Jupyter Notebook

TencentARC /GFPGAN

Star36.4k

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

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

UpdatedJul 26, 2024
Python

junyanz /pytorch-CycleGAN-and-pix2pix

Star23.7k

Image-to-Image Translation in PyTorch

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

UpdatedMay 14, 2024
Python

Mikoto10032 /DeepLearning

Star15.4k

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

UpdatedApr 21, 2022
Jupyter Notebook

datawhalechina /leedl-tutorial

Star14.7k

《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

UpdatedFeb 10, 2025
Jupyter Notebook

hindupuravinash /the-gan-zoo

Star14.5k

A list of all named GANs!

machine-learning generative-adversarial-network gan

UpdatedOct 6, 2023
Python

junyanz /CycleGAN

Star12.6k

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

UpdatedSep 12, 2023
Lua

chenyuntc /pytorch-book

Star12.4k

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

UpdatedDec 24, 2023
Jupyter Notebook

zalandoresearch /fashion-mnist

Star12.2k

A MNIST-like fashion product database. Benchmark 👇

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

UpdatedJun 13, 2022
Python

phillipi /pix2pix

Star10.3k

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

UpdatedJun 6, 2021
Lua

eriklindernoren /Keras-GAN

Star9.2k

Keras implementations of Generative Adversarial Networks.

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

UpdatedDec 12, 2022
Python

voicepaw /so-vits-svc-fork

Star8.9k

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

UpdatedMar 16, 2025
Python

advimman /lama

Star8.5k

🦙 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

UpdatedFeb 5, 2025
Jupyter Notebook

MorvanZhou /PyTorch-Tutorial

Star8.2k

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

UpdatedMar 23, 2023
Jupyter Notebook

PaddlePaddle /PaddleGAN

Star8k

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.