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gan

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 22 public repositories matching this topic...

python450 / Libtorch-GAN

用C++实现的GAN

ai cpp gan cpp17 libtorch

Updated Aug 22, 2025
C++

BravoLu / Adversarial-Attack-Android-Demo

This repo is about deploying the GAN model on android platform.

gan adnroid

Updated Dec 3, 2023
C++

Pr3DaSniP / GenerativeAdversarialNetworks

Ce projet se concentre sur l'utilisation de Generative Adversarial Networks (GANs) avec MNIST

python opencv cpp gan dcgan tesseract-ocr libtorch

Updated Sep 3, 2023
C++

MagnusChase03 / GAN

A simple GAN written in C++.

neural-network cpp gan

Updated Sep 25, 2024
C++

SliferSkyd / StyleGAN2

CPU & GPU highly optimized implementation for StyleGAN2 inference

computer-vision deep-learning hpc optimization cuda gan

Updated Oct 9, 2025
C++

aaronbae / ModifiedSentenceVAE

NLP Modeling for Paraphrase Generation

nlp gan vae vae-gan paraphrase paraphrase-generation

Updated Jun 22, 2022
C++

beGAN

DeliriumV01D / beGAN

Naive implementation of the generative adversarial network (GAN) training written in c++ using mxnet cpp API

deep-learning mxnet cpp ml gan autoencoder

Updated Jul 27, 2021
C++

Supelec-GAN / Couleuvre-GAN

Code du GAN du groupe Couleuvre (C++)

c-plus-plus machine-learning neural-network gan

Updated Jun 24, 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++

phucynwa / FacePortraitV2-NCNN

Implementation of Face Portrait v2 Model on Android plaform using NCNN framework

android open-source opencv deep-learning android-library android-application gan jni jni-android ncnn animeganv2

Updated Dec 15, 2023
C++

andrewginns / CycleGAN-View-TFLite

Inference of a train CycleGAN model applied to a live viewfinder. Using TFLite

python computer-vision tensorflow ml gan style-transfer

Updated Jul 6, 2018
C++

Qengineering / GFPGAN-ncnn-Raspberry-Pi-4

GFPGAN face reconstruction with ncnn on a bare Raspberry Pi

raspberry-pi deep-learning cpp gan face-reconstruction image-restoration ncnn face-recognition-application ncnn-model raspberry-pi-4 ncnn-framework raspberry-pi-64-os gfpgan super-resoluion

Updated Jan 4, 2023
C++

yonseicasl / Nebula

Nebula: Deep Neural Network Benchmarks in C++

Updated Jan 2, 2025
C++

krshrimali / DCGAN-CelebA-PyTorch-CPP

DCGAN Implementation using PyTorch in both C++ and Python

computer-vision deep-learning cpp pytorch gan dcgan celeba libtorch

Updated May 22, 2020
C++

adepierre / Caffe_BEGAN

Caffe/C++ implementation of Boundary Equilibrium Generative Adversarial Networks paper for face generation

caffe deep-learning cpp gan face-generation

Updated Aug 25, 2017
C++

podgorskiy / StyleGANCpp

Unofficial implementation of StyleGAN's generator

deep-learning cpp generative-adversarial-network gan stylegan

Updated Dec 18, 2019
C++

Cr33zz / Neuro_

C++ implementation of neural networks library with Keras-like API. Contains majority of commonly used layers, losses and optimizers. Supports sequential and multi-input-output (flow) models. Supports single CPU, Multi-CPU and GPU tensor operations (using cuDNN and cuBLAS).

neural-network gan dcgan autoencoder adaptive pix2pix computational-graphs cudnn fast-neural-style adain neuro neural-style-transfer ada-in adaptive-style-transfer

Updated May 22, 2021
C++

matthewberger / tfgan

Building generative models for synthesizing and analyzing volume-rendered images

visualization pytorch gan volume-rendering transfer-functions

Updated Aug 27, 2018
C++

navneet-nmk / Pytorch-RL-CPP

A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)

Updated Jul 18, 2019
C++

EdVince / PSGAN-NCNN

PSGAN running with ncnn⚡妆容迁移/仿妆⚡Imitation Makeup/Makeup Transfer⚡

opencv c-plus-plus qt pytorch gan style-transfer dlib ncnn onnx makeup makeup-transfer

Updated Oct 30, 2021
C++

Released June 10, 2014

Followers: 248 followers
Website: github.com/topics/generative-adversarial-network
Wikipedia: Wikipedia

Related topics

deep-learning neural-network