Topic: generative-adversarial-networks

eriklindernoren / Keras-GAN

4.1k

Keras implementations of Generative Adversarial Networks.

deep-learning gan keras generative-adversarial-networks neural-networks

Python Updated Mar 10, 2019

hwalsuklee / tensorflow-generative-model-collections

3.1k

Collection of generative models in Tensorflow

Python Updated Jul 21, 2018

kaonashi-tyc / zi2zi

1.3k

Learning Chinese Character style with conditional GAN

deeplearning generative-adversarial-networks pix2pix tensorflow machine-learning chinese-characters style-transfer deep-learning deep-neural-networks

Python Updated Jun 8, 2017

HuwCampbell / grenade

1.2k

Deep Learning in Haskell

machine-learning deep-neural-networks haskell deep-learning generative-adversarial-networks convolutional-neural-networks

Haskell Updated Feb 24, 2019

aiff22 / DPED

897

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

image-enhancement image-processing computer-vision deep-learning dped gan convolutional-neural-networks generative-adversarial-networks

Python Updated Sep 12, 2017

torchgan / torchgan

766

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

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

Python Updated Mar 20, 2019 3 issues need help

GKalliatakis / Delving-deep-into-GANs

717

📈 A curated list of Generative Adversarial Networks (GANs) resources sorted by reputation

adversarial-networks generative-adversarial-networks generative-model gans frameworks research-paper

Updated Feb 21, 2019

santi-pdp / segan

407

Speech Enhancement Generative Adversarial Network in TensorFlow

speech gan tensorflow deep-learning deep-neural-networks generative-model generative-adversarial-networks

Python Updated Aug 18, 2018

RaphaelMeudec / deblur-gan

228

Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"

keras image-deblurring generative-adversarial-networks gan

Python Updated Nov 10, 2018

ysymyth / 3D-SDN

210

[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics

3d-sdn pytorch deep-learning 3d-vision generative-adversarial-networks gans disentangled-representations

Python Updated Dec 20, 2018

RubensZimbres / Repo-2018

118

Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT…

Jupyter Notebook Updated Mar 19, 2019

sarathknv / adversarial-examples-pytorch

106

Implementation of Papers on Adversarial Examples

adversarial-examples adversarial-attacks adversarial-perturbations adversarial-defence adversarial-learning generative-adversarial-networks fgsm deep-neural-networks deep-learning pytorch python3 opencv visualization perturbations random-perturbations

Python Updated Jan 19, 2019

GordonRen / pose2pose

94

This is a pix2pix demo that learns from pose and translates this into a human. A webcam-enabled application is also p…

pose2pose pix2pix gan generative-adversarial-networks face2face openpose pose-estimation alphapose densepose vid2vid

Python Updated Oct 24, 2018

jmiller656 / DiscoGAN-Tensorflow

80

An implementation of DiscoGAN in tensorflow

tensorflow discogan machine-learning neural-networks generative-adversarial-networks

Python Updated Jun 26, 2017

xiumingzhang / GenRe-ShapeHD

75

Code and data release for GenRe (NeurIPS 2018) and ShapeHD (ECCV 2018)

single-image 3d-reconstruction 3d-shapes deep-learning 3d pytorch generative-adversarial-networks computer-vision

Python Updated Jan 14, 2019

zalandoresearch / psgan

66

Periodic Spatial Generative Adversarial Networks

generative-adversarial-networks dcgan gan generative-model machine-learning python theano lasagne

Jupyter Notebook Updated Dec 13, 2018

rmst / chi

54

A high-level framework for advanced deep learning with TensorFlow

deep-learning tensorflow deep-reinforcement-learning generative-adversarial-networks

Python Updated Oct 4, 2017

simontomaskarlsson / GAN-MRI

40

Code repository for Frontiers article 'Generative Adversarial Networks for Image-to-Image Translation on Multi-Contra…

deep-learning generative-adversarial-networks cyclegan unit image-processing neural-networks keras image-to-image-translation

Python Updated Feb 16, 2019

ritheshkumar95 / energy_based_generative_models

37

PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models

gans generative-adversarial-networks generative-models pytorch

Python Updated Jan 23, 2019

prcastro / pytorch-gan

35

GAN model using PyTorch

deep-learning gan pytorch machine-learning generative-adversarial-networks

Jupyter Notebook Updated Apr 14, 2017

yueruchen / Pedestrian-Synthesis-GAN

33

Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond

deep-learning computer-vision generative-adversarial-networks data-augmentation pytorch

Python Updated Dec 15, 2018

lyndonzheng / Pluralistic-Inpainting

32

CVPR 2019: "Pluralistic Image Completion"

image-completion inpainting generative-adversarial-networks multimodal

Python Updated Mar 14, 2019

Saurabh23 / mSRGAN-A-GAN-for-single-image-super-resolution-on-high-content-screening-microscopy-images.

31

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

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

Jupyter Notebook Updated Jan 20, 2018

nejlag / Semi-Supervised-Learning-GAN

31

Semi-supervised Learning GAN

generative-adversarial-networks gan semi-supervised-learning feature-matching tensorflow

Jupyter Notebook Updated Nov 19, 2017

xcyan / neurips18_hierchical_image_manipulation

29

Pytorch Implementation of NeurIPS'18 paper on Generative Image Manipulation with Hierarchical Semantic Structures

pytorch cnn generative-models generative-adversarial-networks image-generation deep-learning

Python Updated Mar 4, 2019

zalandoresearch / first_order_gan

28

Create images and texts with the First Order Generative Adversarial Networks arxiv.org/abs/1802.04591

generative-adversarial-networks generative-adversarial-network unsupervised-learning deep-learning

Jupyter Notebook Updated Feb 14, 2018

DAI-Lab / SteganoGAN

20

SteganoGAN is a tool for creating steganographic images using adversarial training.

generative-adversarial-networks steganography

Python Updated Feb 20, 2019

hwalsuklee / tensorflow-GAN-1d-gaussian-ex

19

Tensorflow implementation of Generative Adversarial Network for approximating a 1D Gaussian distribution

tensorflow gan generative-adversarial-networks 1d-gaussian tutorial

Python Updated Apr 17, 2017

GordonRen / edge2view

17

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

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