Projects in Awesome Lists tagged with gan

https://github.com/woctezuma/steam-stylegan2-ada-pytorch

Train a StyleGAN2-ADA (PyTorch) model on Colab to generate Steam banners.

colab colab-notebook colaboratory gan generative-adversarial-network google-colab google-colab-notebook google-colaboratory pytorch steam steam-data steam-game steam-games steam-gan steam-store stylegan stylegan-model stylegan2 stylegan2-ada stylegan2-ada-pytorch

Last synced: 06 Dec 2024

https://github.com/qengineering/gfpgan-ncnn-raspberry-pi-4

GFPGAN face reconstruction with ncnn on a bare Raspberry Pi

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

Last synced: 26 Jan 2025

https://github.com/MrAnayDongre/Machine-Learning-Collection

Repo for Implementing Research Papers & Projects related to Machine Learning

bidirectional-lstm chatgpt cnn-classification dcgan-pytorch deep-neural-networks diffusion-models gan imagecaptioning lstm-neural-networks machine-learning object-detection ollama pytorch-implementation pytorch-lightning pytorch-lightning-tutorial rag time-series-analysis transformer wgan-gp-pytorch yolo

Last synced: 25 Nov 2024

https://github.com/ritvik19/pyradox-generative

State of the Art Neural Networks for Generative Deep Learning

deep-learning gan keras tensorflow

Last synced: 13 Oct 2024

https://github.com/woctezuma/google-colab

Train a DCGAN model on Colaboratory to generate Steam banners.

colab colab-notebook colaboratory dc-gan dcgan dcgan-model gan generative-adversarial-network google-colab google-colab-notebook google-colaboratory steam steam-api steam-data steam-game steam-games steam-gan steam-pics steam-store

Last synced: 06 Dec 2024

https://github.com/kourva/ganface

get random faces from thispersondoesnotexist.com and save them with this python tool

gan progressbar python python3 random-face random-person random-person-generator this-person-does-not-exist

Last synced: 28 Oct 2024

https://github.com/ppeetteerrs/stylegan2-torch

StyleGAN2 Pytorch - Typed, Commented, Installable :)

deep-learning gan pytorch stylegan

Last synced: 14 Oct 2024

https://github.com/musyoku/unrolled-gan

Chainer implementation of Unrolled GAN

chainer dcgan gan

Last synced: 03 Nov 2024

https://github.com/jiauzhang/torchstudio

PyTorch Studio

diffusion gan transformer vae vit

Last synced: 06 Nov 2024

https://github.com/Ritvik19/pyradox-generative?ref=pythonrepo.com

State of the Art Neural Networks for Generative Deep Learning

deep-learning gan keras tensorflow

Last synced: 13 Nov 2024

https://github.com/mokeddembillel/amortized-svgd-gan

Learning to draw samples: with application to amortized maximum likelihood estimator for generative adversarial learning

amortized amortized-svgd continuous-probability-distibution draw-samples gan pytorch pytorch-implementation reinforcement-learning soft-q-learning sql stein-variational-gradient-decent svgd

Last synced: 20 Nov 2024

https://github.com/jiauzhang/nnm

Neural Network Models

diffusion gan llm transformer vae vit

Last synced: 25 Jan 2025

https://github.com/gagan3012/domaingan

Paper Implementation of DomainGAN: Generating Adversarial Examples to Attack Domain Generation Algorithm Classifiers

deep-learning gan generative-adversarial-network machine-learning paper-implementations python

Last synced: 27 Oct 2024

https://github.com/darkmatter18/underwater-image-enhancement

A Deep Learning CycleGAN Based application, that can enhance the underwater images.

cyclegan deep-learning deep-neural-networks enhancement gan pytorch underwater-images

Last synced: 24 Oct 2024

https://github.com/ashok-arjun/gaussian-poisson-gans-for-image-blending

Blending composite images using a generative model and a Gaussian-Poisson equation with a Laplacian Pyramid

blending-images computer-vision deep-learning gan gans generative-adversarial-network machine-learning pytorch

Last synced: 03 Dec 2024

https://github.com/code2k13/starrem2k13

Open-source tool for removing stars from deep sky images.

artificial-intelligence astrophotography astrophotos-editor deep-learning gan neural-network pix2pix-tensorflow python tensorflow

Last synced: 13 Jan 2025

https://github.com/chakazul/hanet

Hybrid Architecture Network, originally VAE+CPPN+GAN by hardmaru

cppn gan keras tensorflow vae vae-gan

Last synced: 17 Nov 2024

https://github.com/defasium/expertglasses

Expert eyeglasses recommendation system with Generative Adversarial Networks written in Python, 2020.

expert expert-eyeglasses-recommendation eyeglasses gan keras performance-benchmarks recommender-system resolution-gan

Last synced: 31 Oct 2024

https://github.com/rahulbhalley/wavegan.pytorch

Unofficial PyTorch implementation of "Adversarial Audio Synthesis"

audio gan generative-adversarial-network generative-model pytorch wavegan wavegan-pytorch

Last synced: 23 Oct 2024

https://github.com/bryanlimy/tf2-cyclegan

TensorFlow 2 implementation of CycleGAN with multi-GPU training.

cyclegan distributed-training gan mirroredstrategy multi-gpus tensorflow tensorflow2 tf2

Last synced: 23 Oct 2024

https://github.com/vinothpandian/akin-generator

UI wireframe generator that uses a SAGAN model to generate a UI wireframe for a given UI design pattern

deep-learning gan generative-adversarial-network tensorflow ui-generation wireframe-generation

Last synced: 15 Dec 2024

https://github.com/paparazz1/dr-gan

pytorch implement for DR-GAN

frontal-facial-images gan

Last synced: 09 Nov 2024

https://github.com/wkentaro/chainer-bicyclegan

Chainer implementation of "Toward Multimodal Image-to-Image Translation".

chainer computer-graphics computer-vision deep-learning gan generative-adversarial-network image-generation pix2pix

Last synced: 16 Oct 2024

https://github.com/t04glovern/icface

Repository cleanup of https://github.com/Blade6570/icface while I play around with it.

expression faceswap facial gan pytorch

Last synced: 24 Nov 2024

https://github.com/aashishrai3799/remote-sensing-image-generation

Generate RS Images using Generative Adversarial Networks (GAN)

gan image-generation remote-sensing rsi-cb tensorflow tensorflow-examples

Last synced: 22 Nov 2024

https://github.com/captaine/deep-unsupervised-learning

Pytorch implementatiions of the Homeworks in course CS294-158

cs294-158 flow gan generative-models made pixelcnn uc-berkeley unsupervised-learning vae

Last synced: 15 Nov 2024

https://github.com/arjuntheprogrammer/theschoolofai

Projects for The School of AI

alphazero autoencoders batch-normalization data-augmentation densenet enas face-recognition gan inception-network lstm-and-gru neural-architecture policy-gradients regularization rnn siamese-network superconvergence transfer-learning yolo

Last synced: 28 Nov 2024

https://github.com/reshalfahsi/molecule-generation-drug-discovery

Small Molecular Graph Generation for Drug Discovery

cheminformatics drug-discovery gan generative-adversarial-network graph-convolutional-network graph-neural-network molecular-graph pytorch-lightning rgcn

Last synced: 15 Jan 2025

https://github.com/mingtaoguo/few-shot-neural-talking-head-tensorflow

Few-Shot Adversarial Learning of Realistic Neural Talking Head Models TensorFlow

fewshot-learning gan headtalking tensorflow

Last synced: 20 Nov 2024

https://github.com/lucasjinreal/tensorflow_wgan

A Tensorfow Version of the state-of-art Wasserstein GAN, image super resolution, black image colorful, more function are applying...just star!

deeplearning gan tensorflow wgan

Last synced: 06 Nov 2024

https://github.com/znxlwm/tensorflow-pix2pix

Tensorflow implementation of pix2pix for various datasets.

cgan conditional-gan gan generative-adversarial-network generative-model image-translation pix2pix tensorflow tensorflow-pix2pix unet

Last synced: 23 Nov 2024

https://github.com/bokkypoobah/bestbastardganpunks

SMOL WEB3 DAPP FOR LISTING OF BASTARD GAN PUNKS V2 (NOT AFFILIATED WITH THOSE LOSER BASTARDS https://bastardganpunks.club/). Web3 UI at https://bokkypoobah.github.io/BestBastardGANPunks/

bastardganpunks dapp erc721 ethereum ethersjs gan gifs nfts pixels pngs sexyganpunks web3

Last synced: 14 Nov 2024

https://github.com/goamegah/self-or-semi-supervised-learning-images

Exploration of Self or Semi-Supervised learning for handling unlabeled data

computer-vision contrastive-learning deep-learning gan generative-adversarial-network image-classification pytorch self-supervised-learning semi-supervised-learning simclr

Last synced: 16 Oct 2024

https://github.com/ttitcombe/python-machine-learning-models

Barebones Python implementations of machine learning models, without using machine learning libraries

bayesian-optimization clustering decision-tree gan gaussian-mixture-models gaussian-processes generative-adversarial-network gmm hidden-markov-model machine-learning neural-network python rbm

Last synced: 07 Nov 2024

https://github.com/aqafridi/tensorflow-advanced-techniques

Most advanced Machine Learning and Artificial Intelligence techniques using TensorFlow: a free and open-source software library. AI is fun to grow exponentially in all aspect Once you know, how to use it.

computer-vision deep-learning gan machine-learning tensorflow tensorflow-tutorials

Last synced: 10 Oct 2024

https://github.com/anujdutt9/generative-adversarial-networks

Implementation of Ian Goodfellow's paper on "Generative Adversarial Networks (GAN)".

gan generative-adversarial-network ian-goodfellow numpy python-3-5 scipy tensorflow

Last synced: 24 Jan 2025

https://github.com/yeonghyeon/cgan-tf

TensorFlow implementation of Conditional Generative Adversarial Nets (CGAN) with MNIST dataset.

cgan cgans conditional-gan conditions gan gans generative-adversarial-network generative-model mnist mnist-dataset tensorflow tensorflow-examples

Last synced: 10 Oct 2024

https://github.com/arthurfdlr/race-track-generator

🏁 How to generate race tracks efficiently using Fourier descriptors and GANs.

fourier-transform gan generative-adversarial-network race-track

Last synced: 14 Jan 2025

https://github.com/dongjunlee/gan-pytorch

PyTorch implementation of 'GAN (Generative Adversarial Networks)'

deep-learning estimator experiments gan generative-adversarial-network generative-model hb-experiment pytorch

Last synced: 01 Jan 2025

https://github.com/aditya30394/reverse-image-captioning

Text to Image Generation (Reverse image captioning): This task is just the reverse of image captioning task. Here, we are trying to generate the images that best fits the textual description.

cnn deep-learning deep-neural-networks gan generative-adversarial-network image-generation python pytorch

Last synced: 17 Oct 2024

https://github.com/nekitmm/stylegan2

Unofficial implementation of StyleGan2 paper

deep-learning deep-neural-networks gan generative-adversarial-network generative-art generative-model image-generation image-processing landscape modconv stylegan2 stylegan2-paper tensorflow2 tf2 unofficial wiki-art wikiart-dataset

Last synced: 24 Oct 2024

https://github.com/dansuh17/pytorch-land

[BETA] Easy-to-use pytorch model trainer, dataloader creators, and utilities + my own implementations of select models

cyclegan deep-learning deep-neural-networks gan generative-adversarial-network generative-model python3 pytorch wgan wgan-gp

Last synced: 14 Oct 2024

https://github.com/rajeevatla/supercongan

Training a GAN using superconductivity data

gan generative-adversarial-network superconductivity superconductivity-data superconductivity-dataset superconductor-simulation-data superconductors synthetic-dataset-generation tabular-data

Last synced: 15 Jan 2025

https://github.com/rishic3/generateeeg

Two Conditional GAN frameworks to perform synthetic EEG generation for dataset augmentation.

deep-learning eeg gan

Last synced: 14 Dec 2024

https://github.com/woctezuma/steam-stylegan

Train a StyleGAN model on Colaboratory to generate Steam banners.

colab colab-notebook colaboratory gan generative-adversarial-network google-colab google-colab-notebook google-colaboratory steam steam-api steam-data steam-game steam-games steam-gan steam-pics steam-store style-gan stylegan stylegan-model

Last synced: 06 Dec 2024

https://github.com/mrgemy95/dl-playground

A modular implementation of some popular papers and architectures in deep learning.

computer-vision deep-learning gan machine-learning pytorch reinforcement-learning tensorflow

Last synced: 24 Oct 2024

https://github.com/matin-ghorbani/fashion-mnist-gan

Implement a GAN for Fashion Mnist dataset to generate digits

dcgan deep-learning fashion-mnist gan generative-ai tensorflow

Last synced: 28 Jan 2025

https://github.com/wodeni/image-synthesis-explained

A 🐶🐱 explanation of generative neural nets

datavisualization explainable gan

Last synced: 29 Oct 2024

https://github.com/imvision12/image-super-resolution

Tensorflow Implementation of enhanced deep super-resolution network (EDSR) and Super Resolution Generative Adversarial Networks(SRGAN) Paper

cnn div2k edsr gan srgan srresnet super-resolution tensorflow

Last synced: 14 Jan 2025

https://github.com/matin-ghorbani/celeb-a-gan-tensorflow

Implement a GAN for Celeb_a dataset to generate celebrities faces with expert mode of TensorFlow

celeba dcgan deep-learning gan generative-ai tensorflow

Last synced: 28 Jan 2025

https://github.com/dalageo/ganscapegenerator

Generating Landscapes Using DCGAN and StyleGAN3 🏞️

dcgan deep-learning gan image-generation nvidia nvidia-ngc python pytorch stylegan3

Last synced: 21 Dec 2024

https://github.com/t04glovern/deep-dune-coloring

Automatic coloring and shading of Dune coloring book using manga-style lineart model from deepcolor. Makes use of Tensorflow + cGANs

cgan dune gan tensorflow

Last synced: 24 Nov 2024

https://github.com/harshpatel44/image-to-sketch-using-cycle-gan

An application which converts a given Image -> Sketch & Sketch -> Image using Cycle-GAN.

cycle-gan gan generative-adversarial-network machine-learning neural-network

Last synced: 24 Nov 2024

https://github.com/nghorbani/cnn_implementations

Data and Trained models can be downloaded from https://goo.gl/7PrKD2

adversarial-autoencoders dcgan gan generative-model improved-wasserstein python3 tensorflow vae variational-autoencoders wasserstein-gan

Last synced: 09 Nov 2024

https://github.com/teo-sl/audio-super-resolution-vit

This repository contains the source code for the implementation of two deep learning models concerning the audio super resolution task.

audio-super-resolution bandwidth-extension gan pytorch tensorflow visual-transformer

Last synced: 15 Nov 2024

https://github.com/zabir-nabil/whitebox-attack-malware-gan

Generating Adversarial Malware Examples for White-Box Attacks Based on GAN

adversarial-attacks deep-learning gan generative-adversarial-network graybox machine-learning malware malware-detection whitebox whitebox-attacks

Last synced: 29 Jan 2025

https://github.com/mostafaelaraby/gan-random-projection-pytorch

A notebook explaining the difference between DCGAN and using multiple random projections to train several discriminators

dcgan gan

Last synced: 19 Dec 2024

https://github.com/softwaremill/sentinel-cgan

Sentinel generative conditional adversarial network implementation

gan gis machine-learning satellite-imagery

Last synced: 17 Nov 2024

https://github.com/maximellerbach/car-dcgan-keras

my implementation of DCGAN with keras, trained on car dataset

dcgan gan generative-adversarial-network keras

Last synced: 22 Oct 2024

https://github.com/cheran-senthil/deepdrawing

🎨 Image Generator (GAN)

convolutional-neural-networks gan keras machine-learning python

Last synced: 15 Oct 2024

https://github.com/tmulc18/simple-gans

Generative Adversarial Nets

discriminator gan gan-notebook mnist

Last synced: 29 Oct 2024

https://github.com/themattinthehatt/dreamscape

Playing around with generative models trained on natural images, along with (eventually) some visualization tools.

gan generative-model natural-images tensorflow vae variational-autoencoder

Last synced: 06 Nov 2024

https://github.com/mindspore-courses/mindspore-gan

Collection of MindSpore implementations of Generative Adversarial Network varieties presented in research papers.

gan mindspore

Last synced: 09 Nov 2024

https://github.com/j1sk1ss/fotnet.petprj

Machine learning library for creating and working with GAN, RNN, CNN, R-CNN and also with Classic Neural Networks.

cnn deep-learning gan library machine-learning neural-network nn r-cnn rnn

Last synced: 12 Nov 2024

https://github.com/efecanxrd/image-recostruction-with-ga

Image Reconstruction with Genetic Algorithm

ga gan genetic genetic-algorithm genetic-algorithm-python genetic-algorithms image image-manipulation image-processing image-processing-python image-reconstruction image-reconstructions python python-image

Last synced: 15 Jan 2025

https://github.com/coreyauger/quickdraw-gan

generative adversarial networks with keras

gan keras python tensorflow

Last synced: 15 Nov 2024

https://github.com/ashishpatel26/srgan-keras-for-medical-images

SRGAN Keras For Medical Images

gan medical-imaging medical-super-resolution srgan super-resolution

Last synced: 20 Jan 2025

https://github.com/toelt-llc/talk-gans-gsdc-munich

gan teaching tensorflow tensorflow-tutorials

Last synced: 10 Oct 2024

https://github.com/yeonghyeon/wgan-tf

TensorFlow implementation of Wasserstein GAN (WGAN) with MNIST dataset.

gan gans generative-adversarial-network generative-model mnist mnist-dataset tensorflow tensorflow-examples wasserstein wasserstein-gan wgan

Last synced: 21 Dec 2024

https://github.com/sqmah/art-style-transfer-video

Art style transfer for both images and video written in Tensorflow 2. Preview and save your outputs.

gan style-transfer tensorflow tensorflow-examples tensorflow2

Last synced: 10 Oct 2024

https://github.com/t-almeida/gan-study

Here i present several GAN models in format of notebook implemented with tensorflow using the layers API

cgan cnn dcgan gan generative-adversarial-network notebook tensorflow

Last synced: 15 Nov 2024

https://github.com/unilight/generative-compression

Tensorflow implementation of paper Generative Compression.

gan generative-adversarial-network image-compression tensorflow wgan-gp

Last synced: 15 Dec 2024

https://github.com/manohara-ai/models_architecture

Model Archive

cnn deep-learning deep-neural-networks gan neural-networks reinforcement-learning

Last synced: 27 Dec 2024

https://github.com/theengineerprogrammer/my_masters_thesis

cVAE, VQ-VAE, VQ-VAE2, cVAE-cGAN, PixelCNN and Gated PixelCNN in tensorflow 2.x and keras

cvae deep-learning gan gated-pixelcnn machine-learning pixelcnn tensorflow vae vae-gan vq-vae vq-vae-2

Last synced: 20 Nov 2024

https://github.com/tanyachutani/wgan-tf2.x

Tensorflow2.x implementation of Wasserstein GAN

cats-dataset gan generative-adversarial-network tensorflow2 wasserstein-gan wgan-tf2

Last synced: 10 Jan 2025

https://github.com/hmunachi/closegan

Conditional Latent-Optimised Sequence Generative Adversarial Network For Creative Text Generation.

deep-learning gan generative-adversarial-network nlg nlp textgan

Last synced: 06 Dec 2024

https://github.com/gralliry/adversarial-attack-generation-techniques

Method of Generating Adversarial Examples By Pytorch in CIFAR10: L-BFGS, FGSM, I-FGSM, MI-FGSM, DeepFool, C&W, JSMA, ONE-PIXEL, UPSET

deep-learning gan neural-network pytorch

Last synced: 08 Nov 2024

https://github.com/enijkamp/gan-spectral

GAN with Spectral-Normalization.

deep-learning gan generative-model pytorch

Last synced: 10 Dec 2024

https://github.com/ytakzk/mnist-dcgan-for-tensorflow

Simple DCGAN model for Tensorflow

cnn dcgan deep-learning gan machine-learning ml neural-network tensorflow

Last synced: 14 Oct 2024

https://github.com/yeonghyeon/gan-tf

TensorFlow implementation of Generative Adversarial Networks (GAN) with MNIST dataset.

gan gans generative-adversarial-network generative-model mnist mnist-dataset tensorflow tensorflow-examples

Last synced: 21 Dec 2024

https://github.com/chen0040/keras-image-to-image

Transform one image to another image in Keras using GAN

convolutional-neural-networks gan image-to-image keras transfer-learning

Last synced: 16 Dec 2024

https://github.com/chen0040/keras-gan-models

Some generative adversarial network models that I studied

content-generation convolutional-neural-networks gan keras

Last synced: 16 Dec 2024

https://github.com/m0hc3n/deep-neural-networks-architectures-for-computer-vision-tasks

This repository bundles the implementation of some well-known Deep Neural Networks Architectures made for Computer Vision Task using Pytorch (why pytorch ? cuz Tensorflow is for boomers ! duh...).

computer-vision deep-learning gan inception resnet

Last synced: 11 Nov 2024

https://github.com/2wins/BEGAN-tensorlayer

A TensorFlow Implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks" - (EASY to READ)

gan generative-adversarial-network generative-adversarial-networks tensorflow tensorlayer

Last synced: 07 Nov 2024

https://github.com/aleju/christmas-generator

Generate christmas images with neural networks

deep-learning gan torch

Last synced: 24 Nov 2024

https://github.com/afrozalm/contextencoder

An implementation of context encoders by Deepak Pathak with a remodeled discriminator.

context-encoders gan torch7

Last synced: 09 Jan 2025

https://github.com/aahouzi/facefocus

Generates high resolution face images from low resolution ones using SRGANs.

colab-notebook computer-vision gan generative-adversarial-network google-cloud-platform image-processing super-resolution tpu-acceleration visualization

Last synced: 22 Dec 2024

https://github.com/ytakzk/gan-dcgan-for-keras

Simple GAN model for Keras

dcgan deep-learning gan goodfellow keras machine-learning ml mnist neural-network

Last synced: 28 Jan 2025

https://github.com/nuniz/brain-tumor-image-synthesis-and-classification

Classification of Brain Tumors from MRI Images Using a Capsule Classifier and Image Synthesis

brain classification gan synthethic-data

Last synced: 28 Jan 2025

https://github.com/kklemon/bgan-pytorch

PyTorch implementation of Boundary Seeking GAN for discrete data

deep-learning gan machine-learning neural-network

Last synced: 20 Jan 2025

https://github.com/kedreamix/gan_step_by_step

GAN Step By Step -- GSBS，顾名思义，我希望我自己能够一步一步的学习GAN。GAN 又名生成对抗网络，是最近几年很热门的一种无监督算法，他能生成出非常逼真的照片，图像甚至视频。GAN是一个图像的全新的领域，从2014的GAN的发展现在，在计算机视觉中扮演这越来越重要的角色，并且到每年都能产出各色各样的东西，GAN的理论和发展都蛮多的。我感觉最近有很多人都在学习GAN，但是国内可能缺少比较多的GAN的理论及其实现，所以我也想着和大家一起学习，并且提供主流框架下 **pytorch,tensorflow,keras** 的一些实现教学。在一个2016年的研讨会，`杨立昆`描述生成式对抗网络是“`机器学习这二十年来最酷的想法`”。

cgan dcgan gan pytorch

Last synced: 17 Nov 2024