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Pytorch Cyclegan And Pix2pix ⭐ 21,090

Image-to-Image Translation in PyTorch

Cyclegan ⭐ 11,829

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

Deep Learning 21 Examples ⭐ 3,883

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

Contrastive Unpaired Translation ⭐ 1,955

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

Gans In Action ⭐ 929

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

Paper Implementations ⭐ 598

Use PyTorch to implement some classic frameworks

Attentiongan ⭐ 564

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

Ganilla ⭐ 476

Official Pytorch implementation of GANILLA

Cyclegan Vc2 ⭐ 391

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

Pytorch Cyclegan ⭐ 371

A clean and readable Pytorch implementation of CycleGAN

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

Deeplearningforfun ⭐ 335

Implementation of some interesting ideas of deeplearning.

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

Pix2depth ⭐ 261

DEPRECATED: Depth Map Estimation from Monocular Images

Hands On Deep Learning Algorithms With Python ⭐ 241

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

Cyclegan Music Style Transfer ⭐ 203

Symbolic Music Genre Transfer with CycleGAN

Fast Aginggan ⭐ 179

A deep learning model to age faces in the wild, currently runs at 60+ fps on GPUs

Distancegan ⭐ 174

Pytorch implementation of "One-Sided Unsupervised Domain Mapping" NIPS 2017

Repo 2018 ⭐ 166

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

Deep_voicechanger ⭐ 135

深層学習とかを使ってボイスチェンジャー作るリポジトリ

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

Matlab Gan ⭐ 125

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

Light Condition Style Transfer ⭐ 123

Lane Detection in Low-light Conditions Using an Efficient Data Enhancement : Light Conditions Style Transfer (IV 2020)

Gan Mri ⭐ 118

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

Cyclegan Keras ⭐ 115

Keras implementation of CycleGAN using a tensorflow backend.

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

Ciphergan ⭐ 107

TensorFlow implementation of CipherGAN

Cyclegan Pytorch ⭐ 103

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

Hands On Deep Learning Algorithms With Python ⭐ 90

Hands-On Deep Learning Algorithms with Python, By Packt

Bicyclegan Pytorch ⭐ 88

Pytorch implementation of BicycleGAN with implementation details

Multitask Cyclegan ⭐ 82

Pytorch implementation of multitask CycleGAN with auxiliary classification loss

Disrupting Deepfakes ⭐ 75

🔥🔥Defending Against Deepfakes Using Adversarial Attacks on Conditional Image Translation Networks

Awesome Gan Resources ⭐ 66

🤖A list of resources to help anyone getting started with GANs 🤖

Gans 2.0 ⭐ 60

Generative Adversarial Networks in TensorFlow 2.0

Voice Conversion Gan ⭐ 59

Voice Conversion using Cycle GAN's For Non-Parallel Data

Pytorch Attention Guided Cyclegan ⭐ 57

Pytorch implementation of Unsupervised Attention-guided Image-to-Image Translation.

Cyclegan_ssim ⭐ 52

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

Gans Collection.torch ⭐ 45

Torch implementation of various types of GAN (e.g. DCGAN, ALI, Context-encoder, DiscoGAN, CycleGAN, EBGAN, LSGAN)

Cyclegan Models ⭐ 42

Models generated by CycleGAN

Cyclegan Keras ⭐ 41

keras implementation of cycle-gan

Cyclegan Pytorch ⭐ 40

A clean and lucid implementation of cycleGAN using PyTorch

TensorFlow Distributed Image Serving - A lightweight, RESTful remote inference library for decoupling deep learning development and deployment. Example usage cases with CycleGAN and Faster R-CNN. Includes tutorial ipynbs.

Adversarial Lesions ⭐ 28

[PMB'2020] Melanoma Detection using Adversarial Training and Deep Transfer Learning

Caffe_cyclegan ⭐ 26

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

Stmda Retinanet ⭐ 26

Official Detectron2 implementation of STMDA-RetinaNet of our Computer Vision and Image Understanding 2022 work 'A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training'

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

Cyclegan Music Style Transfer Refactorization ⭐ 22

Symbolic Music Genre Transfer with CycleGAN - Refactorization

COSE474: Deep Learning @ Korea University

Automatic Manga Colorization ⭐ 18

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

Signature Verification_system_using_yolov5 And Cyclegan ⭐ 18

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

Singing Voice Conversion ⭐ 17

2019/04~2019/09 투빅스 Singing Voice Conversion

Cyclegan ⭐ 17

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

Imageenhancement ⭐ 16

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

Image Editing Using Gan ⭐ 14

Developing an image editing application to edit images to have a desired attribute using Generative Adversarial Networks(DCGAN and CycleGAN) (https://tandon-a.github.io/Image-Editing-using-GA

Image Colorization Cyclegan ⭐ 14

Colorization of grayscale images using CycleGAN in TensorFlow.

Cyclegan_pytorch ⭐ 13

用于图片风格迁移的生成式对抗网络

Chainer Cyclegan ⭐ 13

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

Sne Roadseg2 ⭐ 13

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

Cross Domain Image Translation Using Cyclegan ⭐ 13

CycleGAN based neural network architecture to change the gender of a person’s face

Foggy Cyclegan ⭐ 12

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.

Cnn_mumfordshah_loss ⭐ 11

Tf2 Keras Gan Notebooks ⭐ 11

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

Deep Learning With Neural Networks ⭐ 11

This repo contains various use-cases of deep-learning implemented in Pytorch. It also contains summarized notes of each chapter from the book, 'Deep Learning' written by Ian Goodfellow.

Pixel Styler ⭐ 11

Concise implementation of image-to-image translation.

Icrcyclegan Vc ⭐ 11

Non-parallel voice conversion called ICRCycleGAN-VC based on CycleGAN and Inception-resNet module by Afiuny

Automatic Sem Image Segmentation ⭐ 10

Workflow for Simulation and Automatic Semantic Segmentation of Electron Microscopy Images

Chainer Cyclegan ⭐ 10

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

Gan Playground ⭐ 9

This repository is about different types of GANs in pytorch, their proper settings and training results

Face Aging Platform With Generative Models ⭐ 8

BSc Project - Amirkabir University of Technology - Winter 2023

Papernotes ⭐ 8

📝 Papers I read and notes/reviews I made. Also useful links to courses (RL/NLP/Bio/QC/DevOps)

Deeplearning 21 Examples ⭐ 8

Deep Trimap Generation For Automatic Video Matting Using Gan ⭐ 7

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.

Deep Learning Music Style Transfer ⭐ 7

Image2image ⭐ 6

Seminar project Unsupervised Image-to-Image translation using GANs

Awesome Tf2 Implementations ⭐ 6

List of official/unofficial TF2 implementations of models

Cycle-Consistent Adversarial Networks (CycleGAN) using Tensorflow 2.0

Unconformitydetection ⭐ 5

We trained Deep Learning (GAN) model to automate unconformity detection with seismic data

Cyclegan Keras Art Attrs ⭐ 5

CycleGAN with Art Composition Attributes

Cbct To Ct Cycle Consistent Gans ⭐ 5

Code for the paper "Analysis and comparison of cycle-consistent adversarial networks for CBCT to CT translation for adaptive radiotherapy in cervical and lung cancer patients"

Henesys2ellinia ⭐ 5

henesys2ellinia (CycleGAN)

Avoiding Shortcuts In Unpaired Image To Image Translation ⭐ 5

This repository contains the PyTorch code for our ICIAP 2021 paper “Avoiding Shortcuts in Unpaired Image-to-Image Translation”.

Offlinehandwirttensignatureverification ⭐ 5

A novel data augmentation method based on Cycle-GAN, and a new offline handwritten signature verification system based on CapsNet.

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