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Generative Adversarial Network

Generative adversarial networks (GAN) are a class of generative machine learning frameworks. A GAN consists of two competing neural networks, often termed the Discriminator network and the Generator network. GANs have been shown to be powerful generative models and are able to successfully generate new data given a large enough training dataset.

Here are 9 public repositories matching this topic...

pytorch-cpp

prabhuomkar / pytorch-cpp

C++ Implementation of PyTorch Tutorials for Everyone

machine-learning tutorial cplusplus neural-network torch pytorch autograd artificial-intelligence generative-adversarial-network colab datasets tensors language-model convolutional-neural-network recurrent-neural-network libtorch interactive-tutorials scriptmodule-files

Updated May 6, 2024
C++

OndrejTexler / Few-Shot-Patch-Based-Training

The official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot Patch-Based Training

deep-learning pytorch generative-adversarial-network gan style-transfer image-generation image-to-image-translation

Updated Apr 16, 2021
C++

amanchadha / iSeeBetter

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

Updated Aug 31, 2024
C++

XuyangGuo / CtrlHair

Controllable Hair Editing (ECCV 2022)

computer-vision image-processing generative-adversarial-network image-generation face-editing

Updated May 11, 2023
C++

podgorskiy / StyleGANCpp

Unofficial implementation of StyleGAN's generator

deep-learning cpp generative-adversarial-network gan stylegan

Updated Dec 18, 2019
C++

adepierre / Caffe_CycleGAN

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

caffe deep-learning neural-network cpp generative-adversarial-network cyclegan

Updated Jul 11, 2018
C++

kripxera1 / MNIST-GAN-CPP

A MNIST GAN implemented from scratch in C++

machine-learning ml generative-adversarial-network gan gans gans-models

Updated Jun 18, 2022
C++

aayushbansal / PixelNN-Code

Example-based Image Synthesis

generative-adversarial-network nearest-neighbors multi-modal image-synthesis user-control

Updated Oct 12, 2018
C++

ajit2704 / artistic_style_transfer_caffe2

Real-time artistic style transfer for android using caffe2 framework

java generative-adversarial-network android-app caffe2

Updated Aug 13, 2018
C++

Released June 10, 2014

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deep-learning neural-network