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junyanz /pytorch-CycleGAN-and-pix2pix

Star25k

Image-to-Image Translation in PyTorch

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

UpdatedAug 6, 2025
Python

microsoft /Bringing-Old-Photos-Back-to-Life

Star15.7k

Bringing Old Photo Back to Life (CVPR 2020 oral)

photos pytorch generative-adversarial-network image-manipulation gans image-restoration old-photo-restoration photo-restoration

UpdatedOct 26, 2023
Python

junyanz /CycleGAN

Star12.8k

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

christianversloot /machine-learning-articles

Star3.7k

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

machine-learning deep-learning clustering tensorflow scikit-learn keras transformers pytorch gan neural-networks convolutional-neural-networks gpt gans albert dbscan bert keras-tensorflow pytorch-tutorial pytorch-implementation huggingface-transformers

UpdatedJun 28, 2024

shaoanlu /faceswap-GAN

Star3.4k

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

generative-adversarial-network gan image-manipulation face-swap gans

UpdatedApr 17, 2022
Jupyter Notebook

sdv-dev /SDV

Star3.4k

Synthetic data generation for tabular data

machine-learning deep-learning time-series generative-adversarial-network gan generative-model data-generation gans synthetic-data sdv multi-table synthetic-data-generation relational-datasets generative-ai generativeai

UpdatedFeb 19, 2026
Python

ajbrock /BigGAN-PyTorch

Star2.9k

The author's officially unofficial PyTorch BigGAN implementation.

deep-learning pytorch neural-networks gans biggan dogball

UpdatedJul 19, 2023
Python

knazeri /edge-connect

Star2.6k

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019https://arxiv.org/abs/1901.00212

deep-learning pytorch generative-adversarial-network gans canny-edge-detection image-inpainting edgeconnect

UpdatedFeb 3, 2024
Python

MaximeVandegar /Papers-in-100-Lines-of-Code

Star2.5k

Implementation of papers in 100 lines of code.

python machine-learning research reinforcement-learning deep-learning aes pytorch artificial-intelligence generative-model rl educational papers gans nerf 3d meta-learning inverse-rendering implementation-of-research-paper diffusion-models neural-radiance-fields

UpdatedJan 22, 2026
Python

taesungp /contrastive-unpaired-translation

Star2.5k

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

computer-vision computer-graphics pytorch generative-adversarial-network image-manipulation image-generation deeplearning gans computervision cyclegan

UpdatedSep 5, 2023
Python

Mukosame /Anime2Sketch

Star2.1k

A sketch extractor for anime/illustration.

computer-vision deep-learning anime sketch comic manga pytorch generative-adversarial-network gan image-generation gans gradio wacv

UpdatedAug 16, 2023
Python

ajbrock /Neural-Photo-Editor

Star2.1k

A simple interface for editing natural photos with generative neural networks.

machine-learning computer-vision deep-learning convolutional-neural-networks gans interfaces

UpdatedMar 22, 2017
Python

descriptinc /descript-audio-codec

Star1.7k

State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.

audio deep-learning pytorch generative-adversarial-network codec gans compression-algorithm audio-compression residual-vector-quantization

UpdatedJan 26, 2026
Python

john-rocky /CoreML-Models

Star1.7k

Converted CoreML Model Zoo.

swift ios machine-learning deep-learning gan image-classification object-detection gans super-resolution semantic-segmentation coreml coreml-framework coremltools style-gan

UpdatedJun 16, 2024

ydataai /ydata-synthetic

Star1.6k

Synthetic data generators for tabular and time-series data

machine-learning timeseries deep-learning time-series python3 pytorch generative-adversarial-network gan gans synthetic-data training-data datagenerator tensorflow2 gan-architectures datageneration

UpdatedFeb 16, 2026
Jupyter Notebook

devnag /pytorch-generative-adversarial-networks

Star1.5k

A very simple generative adversarial network (GAN) in PyTorch

machine-learning deep-learning pytorch gan gans

UpdatedJun 30, 2021
Python

junyanz /BicycleGAN

Star1.5k

Toward Multimodal Image-to-Image Translation

deep-learning pytorch generative-adversarial-network gans pix2pix

UpdatedAug 5, 2020
Python

mchong6 /JoJoGAN

Star1.4k

Official PyTorch repo for JoJoGAN: One Shot Face Stylization

anime gans image-translation

UpdatedSep 29, 2022
Jupyter Notebook

torchgan /torchgan

Star1.4k

Research Framework for easy and efficient training of GANs based on Pytorch

python machine-learning computer-vision deep-learning python3 pytorch generative-model neural-networks gans generative-adversarial-networks

UpdatedOct 23, 2022
Python

dorarad /gansformer

Star1.3k

Generative Adversarial Transformers

transformers attention image-generation gans generative-adversarial-networks compositionality scene-generation

UpdatedJun 14, 2022
Python

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