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shayneobrien /generative-models

Star498

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN

python machine-learning pytorch discriminator generative-adversarial-network gan infogan autoencoder vae wasserstein wgan lsgan began generative-models dragan fishergan mmgan nsgan ragan fgan

UpdatedNov 19, 2018
Jupyter Notebook

eddiejibson /limitrr

Star203

Light NodeJS rate limiting and response delaying using Redis - including Express middleware.

nodejs light redis security protection promise express-middleware expressjs authorization discriminator ip rate brute-force force maximum rate-limiter expiry security-tools limiting

UpdatedJan 23, 2023
JavaScript

mohit1997 /DeepZip

Star151

NN based lossless compression

compression prediction cnn discriminator lstm

UpdatedMar 4, 2022
Python

microsoft /UDA

Star104

Unsupervised Domain Adaptation for Computer Vision Tasks

discriminator domain-adaptation dann domain-generalization

UpdatedJul 6, 2022
Python

braindotai /Real-Time-Super-Resolution

Star97

🔥 Real-time Super Resolution enhancement (4x) with content loss and relativistic adversarial optimization 🔥

generator tensorflow discriminator vggnet super-resolution srgan image-enhancement relativistic-discriminator ragan relativistic-gan esrgan content-loss efficientnet div2k style-loss perceptual-loss

UpdatedJul 27, 2021
Jupyter Notebook

richardwth /MMD-GAN

Star89

Improving MMD-GAN training with repulsive loss function

deep-learning tensorflow discriminator generative-adversarial-network gan dcgan generative-model mmd maximum-mean-discrepancy learning-rate loss-functions mmd-gan mmd-losses

UpdatedNov 29, 2022
Python

ramsrib /multi-tenant-app-demo

Star69

Demonstrates the discriminator field (shared schema) based multi-tenant application using Spring Boot & Hibernate 5.

demo multi-tenant spring-boot discriminator hibernate

UpdatedFeb 25, 2020
Java

ibrahimjelliti /Deeplearning.ai-GAN-Specialization-Generative-Adversarial-Networks

Star69

This repository contains my full work and notes on Deeplearning.ai GAN Specialization (Generative Adversarial Networks)

machine-learning ai generator deep-learning specification discriminator generative-adversarial-network gan gan-specialization

UpdatedNov 1, 2020
Jupyter Notebook

RahulBhalley /progressive-growing-of-gans.pytorch

Sponsor

Star52

ProGAN with Standard, WGAN, WGAN-GP, LSGAN, BEGAN, DRAGAN, Conditional GAN, InfoGAN, and Auxiliary Classifier GAN training methods

generator pytorch discriminator generative-adversarial-network infogan tensorboard wgan optimal-transport lsgan wasserstein-gan began wgan-gp dragan infogan-pytorch conditional-gan acgan progressive-gan wgans auxiliary-classifier-gan lsgan-pytorch

UpdatedSep 6, 2024
Python

Lornatang /WassersteinGAN_GP-PyTorch

Star46

Improved training of Wasserstein GANs

generator discriminator gan wgan-gp

UpdatedJul 5, 2021
Python

dmitry-bym /JsonKnownTypes

Star44

Simple way to serialize and deserialize polymorphic types for Json.NET

serialization json types polymorphic discriminator known json-known-types

UpdatedMar 4, 2025
C#

wangyida /gan-depth-semantic3d

Star39

Adversarial Semantic Scene Completion from a Single Depth Image, accepted in 3DV 2018

discriminator generative 3d-reconstruction depth-camera adversarial-learning tsdf suncg

UpdatedDec 7, 2018
Python

EzioBy /glead

Star32

[CVPR 2023] GLeaD: Improving GANs with A Generator-Leading Task

discriminator generative-adversarial-network image-synthesis

UpdatedJun 5, 2023
Python

DeathReaper0965 /Digimon-Generator-GAN

Star28

This repo contains the code that generates Digimon images using the concept of GAN

generator tensorflow discriminator generative-adversarial-network tensorboard digimon

UpdatedAug 27, 2020
Jupyter Notebook

Ksuryateja /DCGAN-CIFAR10-pytorch

Star28

A DCGAN built on the CIFAR10 dataset using pytorch

discriminator cifar-10 pytorch-implementation pytorch-dcgan strided-convolutions

UpdatedAug 20, 2019
Python

victor369basu /CycleGAN-with-Self-Attention

Sponsor

Star26

In this repository, I have developed a CycleGAN architecture with embedded Self-Attention Layers, that could solve three different complex tasks. Here the same principle Neural Network architecture has been used to solve the three different task. Although truth be told, my model has not exceeded any state of the art performances for the given ta…

data-science machine-learning ai computer-vision tensorflow architecture discriminator generative-adversarial-network neural-networks attention research-project gans attention-mechanism cyclegan attention-layer convolution-layers

UpdatedJan 26, 2022
Python

shantanu1109 /Coursera-DeepLearning.AI-GANs-Specialization

Star25

This Repository Contains Solution to the Assignments of the Generative Adversarial Networks (GANs) Specialization from deeplearning.ai on Coursera Taught by Sharon Zhou, Eda Zhou, Eric Zelikman

generator pytorch discriminator generative-adversarial-network batch-normalization dcgan unet pix2pix wgan srgan inception-v3 cyclegan conditional-gan sngan stylegan wasserstein-distance frechet-inception-distance gaugan patchgan

UpdatedMar 16, 2023
Jupyter Notebook

ayansengupta17 /GAN

Star21

We aim to generate realistic images from text descriptions using GAN architecture. The network that we have designed is used for image generation for two datasets: MSCOCO and CUBS.