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Top 426 generative-adversarial-network open source projects

[CVPR2020] Adversarial Latent Autoencoders

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..

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jupyter-notebook tutorial generative-adversarial-network generative-model gans dcgan variational-autoencoder tutorial-code cyclegan variational-inference

Generative Adversarial Networks

Tutorial on GANs

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jupyter-notebook deep-learning tensorflow tutorial generative-adversarial-network

Tf 3dgan

Tensorflow implementation of 3D Generative Adversarial Network.

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python deep-learning tensorflow generative-adversarial-network

Textbox

TextBox is an open-source library for building text generation system.

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python pytorch generative-adversarial-network variational-autoencoder text-generation encoder-decoder sequence-to-sequence

Pytorch Studiogan

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

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python Cuda C++machine-learning deep-learning pytorch generative-adversarial-network biggan stylegan2

UEGAN

[TIP2020] Pytorch implementation of "Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network"

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python generative-adversarial-network gan image-manipulation unsupervised-learning compter-vision enhancement-and-restoration

VQGAN-CLIP-Docker

Zero-Shot Text-to-Image Generation VQGAN+CLIP Dockerized

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python docker deep-learning transformers generative-adversarial-network generative-art text-to-image text2image vqgan

TadGAN

Code for the paper "TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks"

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python pytorch generative-adversarial-network wasserstein-gan gradient-penalty time-series-anomaly-detection

EmotionalConversionStarGAN

This repository contains code to replicate results from the ICASSP 2020 paper "StarGAN for Emotional Speech Conversion: Validated by Data Augmentation of End-to-End Emotion Recognition".

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python shell deep-neural-networks deep-learning speech-synthesis generative-adversarial-network data-augmentation emotion-recognition icassp stargan imperial-college-london stargan-vc icassp-2020 augsburg-university imperial-glam

RecycleGAN

The simplest implementation toward the idea of Re-cycle GAN

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python video generative-adversarial-network image-to-image-translation

DLSS

Deep Learning Super Sampling with Deep Convolutional Generative Adversarial Networks.

GAN-Ensemble-for-Anomaly-Detection

This repository is the PyTorch implementation of GAN Ensemble for Anomaly Detection.

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python shell generative-adversarial-network ensemble-learning anomaly-detection

private-data-generation

A toolbox for differentially private data generation

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python shell generative-adversarial-network graphical-models differential-privacy generative-models

celeba-gan-pytorch

Generative Adversarial Networks in PyTorch

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python TeX shell deep-learning generative-adversarial-network generative-model celeba-dataset

subjectiveqe-esrgan

PyTorch implementation of ESRGAN (ECCVW 2018) for compressed image subjective quality enhancement.

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generative-adversarial-network compress-images image-enhancement pytorch-implementation

ezgan

An extremely simple generative adversarial network, built with TensorFlow

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Jupyter Notebook python tensorflow generative-adversarial-network gan

keras-3dgan

Keras implementation of 3D Generative Adversarial Network.

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python keras generative-adversarial-network gan 3d 3dgan

DeepFlow

Pytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"

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matlab Jupyter Notebook c C++python HTML automatic-differentiation pytorch geophysics generative-adversarial-network gan partial-differential-equations

TextBoxGAN

Generate text boxes from input words with a GAN.

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python Cuda ocr computer-vision generative-adversarial-network gan text-box

MNIST-invert-color

Invert the color of MNIST images with PyTorch

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python color cnn pytorch generative-adversarial-network gan mnist image-generation convolutional-neural-networks generative-adversarial-networks cycle-gan invert

tt-vae-gan

Timbre transfer with variational autoencoding and cycle-consistent adversarial networks. Able to transfer the timbre of an audio source to that of another.

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python music speech generative-adversarial-network variational-autoencoder timbre timbre-transfer voice-conversion-gan

projects

things I help(ed) to build

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reinforcement-learning deep-learning bitcoin blockchain artificial-intelligence generative-adversarial-network self-driving-car evolution-strategies

ADL2019

Applied Deep Learning (2019 Spring) @ NTU

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Jupyter Notebook python reinforcement-learning pytorch generative-adversarial-network gan policy-gradient image-generation ntu attention-mechanism bert adl actor-critic rnn-pytorch elmo deep-q-learning-network contextual-embeddings adl2019spring dialogue-modeling

Deep-Learning

It contains the coursework and the practice I have done while learning Deep Learning.🚀 👨‍💻💥 🚩🌈

gan-qp.pytorch

Unofficial PyTorch implementation of "GAN-QP: A Novel GAN Framework without Gradient Vanishing and Lipschitz Constraint"

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python pytorch generative-adversarial-network optimal-transport lipschitz-functions

skip-thought-gan

Generating Text through Adversarial Training(GAN) using Skip-Thought Vectors

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nlp data-science text-generation generative-adversarial-network gans skip-thought-vectors wasserstein-gan

domain adapt

Domain adaptation networks for digit recognitioning

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Jupyter Notebook python generative-adversarial-network digit-recognition domain-adaptation image-classification-algorithms

gans-collection.torch

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

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lua python shell deep-learning torch generative-adversarial-network dcgan gans adversarial context-encoder ali

gan-weightnorm-resnet

Generative Adversarial Network with Weight Normalization + ResNet

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python deep-learning generative-adversarial-network

AvatarGAN

Generate Cartoon Images using Generative Adversarial Network

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Jupyter Notebook machine-learning avatar deep-learning tensorflow artificial-intelligence generative-adversarial-network gan neural-networks avatar-generator gans emoji-generator

CsiGAN

An implementation for our paper: CsiGAN: Robust Channel State Information-based Activity Recognition with GANs (IEEE Internet of Things Journal, 2019), which is the semi-supervised Generative Adversarial Network (GAN) for Channel State Information (CSI) -based activity recognition.

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python matlab tensorflow generative-adversarial-network semi-supervised-learning csi behavior-recognition channel-state-information

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

Image-Colorization-CycleGAN

Colorization of grayscale images using CycleGAN in TensorFlow.

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python Jupyter Notebook computer-vision deep-learning generative-adversarial-network image-colorization cyclegan

hgail

gail, infogail, hierarchical gail implementations

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python generative-adversarial-network imitation-learning

steam-stylegan2

Train a StyleGAN2 model on Colaboratory to generate Steam banners.

lagvae

Lagrangian VAE

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python tensorflow generative-adversarial-network variational-inference variational-autoencoder

seqgan-music

Implementation of a paper "Polyphonic Music Generation with Sequence Generative Adversarial Networks" in TensorFlow

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python deep-learning tensorflow generative-adversarial-network music-generation polyphonic seqgan

GAN-auto-write

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

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

AdvSegLoss

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

TriangleGAN

TriangleGAN, ACM MM 2019.

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python shell matlab TeX deep-neural-networks deep-learning dataset generative-adversarial-network generative-model image-recognition image-generation gesture-recognition image-translation hand-gesture acmmm2019 gesture-to-gesture gesture-translation

StyleGANCpp

Unofficial implementation of StyleGAN's generator

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

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

AdverseBiNet

Improving Document Binarization via Adversarial Noise-Texture Augmentation

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python deep-learning generative-adversarial-network document-analysis binarization adversarial-learning

srgan

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

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

catgan pytorch

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

Awesome-Text-to-Image

A Survey on Text-to-Image Generation/Synthesis.

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deep-learning survey generative-adversarial-network image-generation text-to-image image-synthesis awseome-list

gan tensorflow

Automatic feature engineering using Generative Adversarial Networks using TensorFlow.

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Jupyter Notebook machine-learning deep-learning tensorflow keras feature-extraction generative-adversarial-network representation-learning feature-engineering

IrwGAN

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

vaegan

An implementation of VAEGAN (variational autoencoder + generative adversarial network).

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python deep-learning generative-adversarial-network variational-autoencoder

esrgan

Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution

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python deep-neural-networks computer-vision image-processing pytorch generative-adversarial-network super-resolution

pytorch-arda

A PyTorch implementation for Adversarial Representation Learning for Domain Adaptation

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python deep-learning pytorch generative-adversarial-network domain-adaptation

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

tgan

The implementation of Temporal Generative Adversarial Nets with Singular Value Clipping

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python shell machine-learning deep-learning generative-adversarial-network neural-networks

CS231n

PyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"

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

Improved-Wasserstein-GAN-application-on-MRI-images

Improved Wasserstein GAN (WGAN-GP) application on medical (MRI) images

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python lasagne theano deep-learning medical-imaging generative-adversarial-network mri-images unsupervised-learning medical-images neuralnetwork wgan wasserstein-gan wgan-gp improved-wgan gan-lasagne

tfjs-gan

Simple GAN example using tensorflow JS core

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javascript HTML CSS neural-network generative-adversarial-network tensorflow-js

BicycleGAN

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

✭ 30

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

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