99 Open Source Cyclegan Software Projects

Image-to-Image Translation in PyTorch

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

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

An implementation of CycleGan using TensorFlow

Generative Adversarial Networks implemented in PyTorch and Tensorflow

Tensorflow implementation for learning an image-to-image translation without input-output pairs. https://arxiv.org/pdf/1703.10593.pdf

[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs

[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.

A clean and readable Pytorch implementation of CycleGAN

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

Tensorflow implementation of CycleGAN

Voice Converter Using CycleGAN and Non-Parallel Data

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

DEPRECATED: Depth Map Estimation from Monocular Images

Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..

AttentionGAN for Unpaired Image-to-Image Translation & Multi-Domain Image-to-Image Translation

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

Symbolic Music Genre Transfer with CycleGAN

Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core

GANnotation (PyTorch): Landmark-guided face to face synthesis using GANs (And a triple consistency loss!)

Keras implementation of CycleGAN using a tensorflow backend.

Code repository for Frontiers article 'Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT'

TensorFlow implementation of CipherGAN

Pytorch implementation of BicycleGAN with implementation details

Pytorch implementation of multitask CycleGAN with auxiliary classification loss

Re-implement CycleGAN in Tensorlayer

🎮 Converting Fortnite texture to PUBG texture using Keras

PyTorch (and PyTorch Lightning) implementation of Neural Style Transfer, Pix2Pix, CycleGAN, and Deep Dream!

Official PyTorch implementation of "Artist Style Transfer Via Quadratic Potential"

Repository for implementation of generative models with Tensorflow 1.x

A clean and lucid implementation of cycleGAN using PyTorch

Comparing different similarity functions for reconstruction of image on CycleGAN. (https://tandon-a.github.io/CycleGAN_ssim/) Training cycleGAN with different loss functions to improve visual quality of produced images

keras implementation of cycle-gan

Models generated by CycleGAN

Implementation of GAN architectures for Voice Conversion

Code for "Generative Image Translation for Data Augmentation in Colorectal Histopathology Images" full paper at ML4H Workshop at NeurIPS 2019.

Lightweight CycleGAN tensorflow implementation 🦁 <-> 🐆

Generative Adversarial Networks in TensorFlow 2.0

Bayesian Cycle-Consistent Generative Adversarial Networks via Marginalizing Latent Sampling

Pytorch implementation of CycleGAN.

人脸和动漫脸的互转

this repo attemps to reproduce Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks(CycleGAN) use gluon reimplementation

A Caffe/C++ implementation of Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks

Style transfer for between real photos and anime images using CycleGAN

CycleGAN with Productive Generate APIs. Generate Any Image from Your Transfer Model.

[ECCV 2020] "All-in-One GAN Compression by Unified Optimization" by Haotao Wang, Shupeng Gui, Haichuan Yang, Ji Liu, and Zhangyang Wang

Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night

Pytorch implementations of most popular image-translation GANs, including Pixel2Pixel, CycleGAN and StarGAN.

Voice Conversion by CycleGAN (语音克隆/语音转换): CycleGAN-VC2

A simple code of CycleGAN which is easy to read is implemented by TensorFlow

cyclegan reimplimented in keras

PyTorch implementation of CycleGAN

Use keras.js and cyclegan-keras to colorize manga automatically. All computation in browser. Demo is online:

tensorflow 2.0 implementation of CycleGAN, easy to use.

Implementation of CycleGAN for Text style transfer with PyTorch.

Colorization of grayscale images using CycleGAN in TensorFlow.

Symbolic Music Genre Transfer with CycleGAN - Refactorization

Unofficial chainer implementation of 'Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks' [Zhu+, ICCV2017]

A fastai/PyTorch package for unpaired image-to-image translation.

Concise implementation of image-to-image translation.

2019/04~2019/09 투빅스 Singing Voice Conversion

Learning image-to-image translation using paired and unpaired training samples

Chainer implementation of "Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Network".

Various models for handling underexposure, overexposure, super-resolution, shadow removal, etc.

A very simple implementation of cyclegan, which is based on pytorch.

Image2Image Translation Research

Worked towards using the encoder-decoder network along with long short term memory (LSTM) network in order to develop the framework for solving the video matting problem.

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.

Lipstick ain't enough: Beyond Color-Matching for In-the-Wild Makeup Transfer (CVPR 2021)

traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.

R interface to fast.ai

[CVPR 2021] Teachers Do More Than Teach: Compressing Image-to-Image Models (CAT)

MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN

Voice Conversion by CycleGAN (语音克隆/语音转换)：CycleGAN-VC3

Code for Dual Contrastive Learning for Unsupervised Image-to-Image Translation, NTIRE, CVPRW 2021, oral.

CVC: Contrastive Learning for Non-parallel Voice Conversion (INTERSPEECH 2021, in PyTorch)

Image-enhancement algorithms: low-light enhancement, image restoration, super-resolution reconstruction. 图像增强算法探索：低光增强、图像修复、超分辨率重建 ……

Image-to-Image Translation for Domain Adaptation

This project uses a conditional generative adversarial network (cGAN) named Pix2Pix for the Image to image translation task.

PyTorch implementation of GANs (Generative Adversarial Networks). DCGAN, Pix2Pix, CycleGAN, SRGAN

Similarity Measure. Re-implementation for PyTorch.

Official Detectron2 implementation of DA-RetinaNet of our Image and Vision Computing 2021 work 'An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites'

Data Augmentation optimized for GAN

Fog Simulation using Generative Adversarial Networks (GAN). This code is the implementation of the master thesis Simulating Weather Conditions on Digital Images. It uses a modified CycleGAN model to synthesize fog on clear images.

Implementations of Image to Image Translation via Generative Models using PyTorch

Simple and extensible GAN image-to-image translation framework. Supports natural and medical images.

CycleGANs-PyTorch applied on Young to Old image converter.

Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks

🌱 SNE-RoadSeg in PyTorch, ECCV 2020 by Rui (Ranger) Fan & Hengli Wang, but now we have improved it.

Generative Adversarial Networks with TensorFlow2, Keras and Python (Jupyter Notebooks Implementations)

Simple inference codes for Neural Network (AI) models

Pytorch implementation(LeNet, VGGNet, GAN, UNet, Mask R-CNN, ...)

An end-to-end signature verification system to extract, clean and verify signatures in documents. Signatures are detected using YOLOv5. Noise is cleaned using a CycleGAN approach and verified. Keras / Tensorflow / PyTorch

Pytorch implementations of GANs

StainNet: a fast and robust stain normalization network

Generative and Interpretable Deep Learning for Stellar Spectra

Pytorch pipeline for 3D image domain translation using Cycle-Generative-Adversarial-networks, without paired examples.