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Best Open Source gan Libraries

A curated list of the most popular GitHub repositories tagged with gan. Select any project to visualize its architecture and dive into the codebase using RepoMind's AI engine.

#1hacksider/Deep-Live-Cam

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

79,595Python
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#2labmlai/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, ... 🧠

65,783Python
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#3microsoft/AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

45,408Jupyter Notebook
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#4TencentARC/GFPGAN

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

37,377Python
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#5junyanz/pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

24,950Python
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#6hindupuravinash/the-gan-zoo

A list of all named GANs!

14,692Python
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#7junyanz/CycleGAN

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

12,834Lua
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#8chenyuntc/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》)

12,815Jupyter Notebook
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#9zalandoresearch/fashion-mnist

A MNIST-like fashion product database. Benchmark :point_down:

12,650Python
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#10advimman/lama

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

9,716Jupyter Notebook
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#11voicepaw/so-vits-svc-fork

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

9,270Python
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#12eriklindernoren/Keras-GAN

Keras implementations of Generative Adversarial Networks.

9,231Python
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#13NVIDIA/pix2pixHD

Synthesizing and manipulating 2048x1024 images with conditional GANs

6,969Python
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#14zhangqianhui/AdversarialNetsPapers

Awesome paper list with code about generative adversarial nets

6,583
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