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Top 572 gan open source projects

Course-Project---Speech-Driven-Facial-Animation

ECE 535 - Course Project, Deep Learning Framework

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python deep-learning tensorflow cnn gan rnn

Codes for paper in KDD 2020 (AI for COVID-19): Learning to Simulate Human Mobility

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python simulation gan mobility-trajectory covid-19 kdd2020 ai-for-covid-19

Deep-Exemplar-based-Video-Colorization

The source code of CVPR 2019 paper "Deep Exemplar-based Video Colorization".

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python computer-vision deep-learning image-processing pytorch generative-adversarial-network gan image-generation colorization old-photo

steam-stylegan2

Train a StyleGAN2 model on Colaboratory to generate Steam banners.

My solutions for Assignments of CS231n: Convolutional Neural Networks for Visual Recognition

automatic-manga-colorization

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

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javascript CSS GLSL computer-vision deep-learning keras gan image-manipulation image-generation cyclegan keras-js cyclegan-keras

Generative Adversarial Network that learns to generate handwritten digits. (Learning Purposes)

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Jupyter Notebook deep-learning tensorflow generative-adversarial-network gan

mSRGAN-A-GAN-for-single-image-super-resolution-on-high-content-screening-microscopy-images.

Generative Adversarial Network for single image super-resolution in high content screening microscopy images

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Jupyter Notebook python computer-vision deep-learning image-reconstruction gan image-generation convolutional-neural-networks perceptual-losses super-resolution generative-adversarial-networks vgg19 srgan microscopy-images high-content-screening

Simple-GAN-Base-on-Matlab

simple Generative Adversarial Networks base on matlab

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Official Pytorch implementation of Adversarial Segmentation Loss for Sketch Colorization [ICIP 2021]

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python shell matlab deep-learning pytorch generative-adversarial-network gan image-colorization icip icip2021

TensorFlow implementation [ICLR 18] "Learning Approximate Inference Networks for Structured Prediction"

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python machine-learning gan structured-prediction iclr2018 dataset-figment energy-networks

IS, FID score Pytorch and TF implementation, TF implementation is a wrapper of the official ones.

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python api commandline is metrics tensorflow pytorch gan inception frechet-distance fid inception-score frechet-inception-distance

Unofficial implementation of StyleGAN's generator

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C++HTML python CMake deep-learning generative-adversarial-network gan stylegan

[AAAI 2019] TET-GAN: Text Effects Transfer via Stylization and Destylization

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python gan style-transfer text-effects text-effect aaai2019

Spectral Normalization and Projection Discriminator

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python gan cgan weight-normalization pytorch-implmention sngan

GAN-Project-2018

GAN in Tensorflow to be run via Linux command line

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python tensorflow linux-kernel generative-adversarial-network gan dcgan dcgan-mnist-tutorial generative-adversarial-networks tensorflow-models dcgan-tensorflow

Pytorch implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

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python shell computer-vision deep-learning pytorch generative-adversarial-network gan super-resolution

Pytorch official implementation of Anime to Real Clothing: Cosplay Costume Generation via Image-to-Image Translation.

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Jupyter Notebook python anime gan gans image-to-image image-to-image-translation

Unpaired Caricature Generation with Multiple Exaggerations (TMM 2021)

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python pytorch gan style-transfer caricatures

Computer-Vision

implemented some computer vision problems

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python C++opencv computer-vision neural-network math crf image-processing gan handtracking

Deep learning Coloring-Anime-image-and-satellite-image-house-damge-level-colorized

No description or website provided.

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Jupyter Notebook anime gan neural-networks anime-deep-learning

Child-Face-Generation

Deep Convolutional Conditional GAN and Supervised CNN for generating children's faces given parents' faces

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Jupyter Notebook machine-learning cnn gan face-generation

End to End learning for Video Generation from Text

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python learning deep dnn gan mnist-dataset video-generator

Adventures-with-GANS

Showcasing various fun adventures with GANs

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Jupyter Notebook python deep-learning neural-network tensorflow keras pytorch generative-adversarial-network gan

Implementation of Sequence Generative Adversarial Nets with Policy Gradient in PyTorch

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Jupyter Notebook python nlp pytorch gan policy-gradient seqgan

Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks

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python pytorch generative-adversarial-network gan dcgan semi-supervised-learning unsupervised-learning catgan

GANs Implementations in Keras

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python tensorflow keras gan infogan dcgan wasserstein wgan cgan

GAN-RNN Timeseries-imputation

Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.

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Jupyter Notebook python machine-learning tensorflow cnn gan forecasting rnn seq2seq tensorflow2

Pytorch implementation of Image Manipulation with Perceptual Discriminators paper

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python shell pytorch gan image-manipulation adversarial-networks

Pytorch implementation of Wasserstein GANs with Gradient Penalty

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python pytorch gan wasserstein-gan wgan-gp gradient-penalty

PyTorch Implementation of Unrolled Generative Adversarial Networks

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Jupyter Notebook python pytorch gan

CoMoGAN: continuous model-guided image-to-image translation. CVPR 2021 oral.

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python Jupyter Notebook Dockerfile gan style-transfer gans image-to-image cvpr image-translation image-to-image-translation style-transfer-cnn cvpr2021 cvpr21 continuous-image-translation

Official pytorch implementation of the IrwGAN for unaligned image-to-image translation

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python shell matlab pytorch generative-adversarial-network gan image-translation importance-reweighting irwgan

sourceseparation misc

No description or website provided.

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python HTML audio gan audiosource-separation

Code accompanying the paper "A Generative Framework for Zero Shot Learning with Adversarial Domain Adaptation"

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python machine-learning computer-vision paper gan zsl wacv2020

pix2pix-tensorflow

A minimal tensorflow implementation of pix2pix (Image-to-Image Translation with Conditional Adversarial Nets - https://phillipi.github.io/pix2pix/).

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python shell tensorflow cnn dnn gan pix2pix image-translation

Semantic Pyramid for Image Generation

PyTorch reimplementation of the paper: "Semantic Pyramid for Image Generation" [CVPR 2020].

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python shell machine-learning deep-neural-networks deep-learning cnn pytorch generative-adversarial-network gan image-generation convolutional-neural-networks adversarial-learning semantic-pyramid semantic-pyramid-image-generation

Convert text into beautiful artistic images

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python shell art deep-learning text gan painting text-to-image

Adversarial Generation of Handwritten Text Images

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python deep-learning gan hwr tensorflow2 scrabblegan

No description or website provided.

✭ 69

python audio keras gan

GAN-70-Lines-of-Julia

A Knet implementation of MLP GAN for MNIST data.

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Jupyter Notebook julia machine-learning gan adversarial-networks knet mlp-gan

PyTorch implementation of Image-to-Image Translation with Conditional Adversarial Nets (pix2pix)

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python maps pytorch gan facades pix2pix image-translation cityscapes image-to-image-translation edges2shoes edges2handbags

BicycleGAN-pytorch

Pytorch implementation of BicycleGAN with implementation details

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python computer-vision deep-learning pytorch generative-adversarial-network gan image-translation cyclegan bicyclegan

Official implementation of "Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis"(WACV 2022/CVPRW 2021)

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python computer-vision deep-learning sketch pytorch gan image-manipulation image-generation gans cvpr image2image open-domain wacv cvpr2021 wacv2022

awesome-GAN-papers

papers and codes about GAN

✭ 55

gan generative-adversarial-networks

Tensorflow implementation of the NIPS paper "Toward Multimodal Image-to-Image Translation"

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python tensorflow generative-adversarial-network gan pix2pix image-translation bicyclegan nips-paper

keras-deep-learning

Various implementations and projects on CNN, RNN, LSTM, GAN, etc

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Jupyter Notebook deep-learning keras text-generation lstm gan attention-mechanism cnn-keras cifar10 aws-ami multilayer-perceptron-network video-classification english-translation tv-script-generation face-generation simpsons-dataset ucf11 news-headline-generation

Semantic Image-to-Image Translation for Domain Adaptation

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python shell machine-learning deep-learning neural-network pytorch gan neural-nets deepdetect cyclegan

Super resolution Survey

A survey of recent application of deep learning on super-resolution tasks

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deep-learning gan super-resolution

This is a pix2pix demo that learns from edge and translates this into view. A interactive application is also provided that translates edge to view.

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python matlab gan edge-detection pix2pix generative-adversarial-networks hed edge2view holistically-nested-edge-detection vid2vid

BigGAN-tensorflow

Reimplementation of the Paper: Large Scale GAN Training for High Fidelity Natural Image Synthesis

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python tensorflow gan spectral-normalization biggan

DCGAN-Head-Portrait-Generator

深度卷积生成对抗网络（DCGAN）—— 动漫妹子头像生成 2018-10-22

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python deep-learning anime gan dcgan

Implementation of some basic GAN architectures in Keras

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python machine-learning deep-learning gan dcgan

[ ICCV 2021 Oral ] Our method can estimate camera poses and neural radiance fields jointly when the cameras are initialized at random poses in complex scenarios (outside-in scenes, even with less texture or intense noise )

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python camera gan nerf pose iccv2021

Multimodal Image Synthesis and Editing: A Survey

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TeX transformers gan nerf multimodal-deep-learning diffusion-models

FaceAttributeManipulation

An implementation of Learning Residual Images for Face Attribute Manipulation

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python gan face attribute

CAAE-Age Progression Regression Pytorch

Code for Age progression/Regression, http://web.eecs.utk.edu/~zzhang61/docs/papers/2017_CVPR_Age.pdf

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Jupyter Notebook python pytorch gan aging utkface

ganbert-pytorch

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace

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Jupyter Notebook text-classification pytorch generative-adversarial-network gan semi-supervised-learning bert pythonbook huggingface

Chainer implementation of Least Squares GAN (LSGAN)

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python gan dcgan lsgan

"GAN 인 액션"(한빛미디어, 2020)의 코드 저장소입니다.

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machine-learning deep-learning tensorflow keras gan generative-model adversarial-attacks

361-420 of 572 gan projects