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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.
- GitHub: https://github.com/topics/generative-adversarial-network
- Wikipedia: https://en.wikipedia.org/wiki/Generative_adversarial_network
- Released: June 10, 2014
- Related Topics: deep-learning, neural-network,
- Aliases: gan, generative-adversarial-networks,
- Last updated: 2025-02-05 00:12:01 UTC
- JSON Representation
https://github.com/jleinonen/geogan
Style-based GAN for geophysical fields
atmospheric-science climate-science deep-learning generative-adversarial-network machine-learning
Last synced: 29 Oct 2024
https://github.com/rahulbhalley/favorite-research-papers
Listing my favorite research papers 📝 from different fields as I read them.
artificial-intelligence deep-learning generative-adversarial-network generative-model image-classification machine-learning neural-network research-paper speech-recognition style-transfer transfer-learning
Last synced: 05 Feb 2025
https://github.com/mickypaganini/gan_tutorial
Vanilla GAN and WGAN implementations in PyTorch on the FashionMNIST dataset
binder fashionmnist fermilab gan generative-adversarial-network ipython-notebook pytorch pytorch-tutorial tutorial wasserstein-gan wgan
Last synced: 11 Oct 2024
https://github.com/igorsusmelj/abc-gan
Official repository for ABC-GAN
deep-learning generative-adversarial-network image-generation unsupervised-learning
Last synced: 07 Nov 2024
https://github.com/shaharazulay/adversarial-autoencoder-classifier
PyTorch implementations of Non-parametric Unsupervised Classification with Adversarial Autoencoders
autoencoders deep generative-adversarial-network pytorch unsuper
Last synced: 10 Nov 2024
https://github.com/zhangxiaoyu11/OmiTrans
The first GANs-based omics-to-omics translation framework
cancer-data cancer-genomics deep-learning gans-models generative-adversarial-network omics-data
Last synced: 15 Nov 2024
https://github.com/wkentaro/chainer-cyclegan
Chainer implementation of "Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Network".
chainer computer-graphics computer-vision cyclegan deep-learning gan generative-adversarial-network image-generation image-manipulation pix2pix
Last synced: 16 Oct 2024
https://github.com/yeonghyeon/ganomaly-tf
TensorFlow implementation of GANomaly (with MNIST dataset)
anomaly-detection generative-adversarial-network generative-neural-network mnist-dataset
Last synced: 11 Nov 2024
https://github.com/beegass/cs-541-deep-learning
CS-541 Deep Learning is a graduate class that teaches both a theoretical and practical approach to deep learning. You will be able to see this in the different homework files in the form of workable code that can be tested as well as proofs and explanations as to where the code is coming from.
artificial-neural-networks convolutional-neural-networks deep-learning deep-neural-networks generative-adversarial-network recurrent-neural-networks
Last synced: 30 Jan 2025
https://github.com/johnpertoft/smile
please smile
attgan cyclegan generative-adversarial-network image-translation stargan unit
Last synced: 02 Jan 2025
https://github.com/markdtw/least-squares-gan
GAN that adopts the least squares loss function for the discriminator in tensorflow
generative-adversarial-network tensorflow
Last synced: 13 Nov 2024
https://github.com/zohebabai/tf-focal-frequency-loss
Tensorflow Implementation of Focal Frequency Loss for Image Reconstruction and Synthesis [ICCV 2021]
autoencoder frequency-analysis frequency-domain gan generative-adversarial-network generative-models generic iccv2021 image-generation image-reconstruction image-synthesis loss loss-function pix2pix spade stylegan2 variational-autoencoder
Last synced: 11 Dec 2024
https://github.com/cedrickchee/wasserstein-gan
PyTorch implementation of Wasserstein GAN paper
educational-materials generative-adversarial-network lsun-dataset wasserstein-gan
Last synced: 17 Nov 2024
https://github.com/gtesei/deepexperiments
TensorFlow/Keras experiments on computer vision and natural language processing
alexnet autoencoders computer-vision convolution convolutional-neural-networks deep-learning dropout generative-adversarial-network keras keras-neural-networks mnist natural-language-processing neural-networks regularization tensorflow tensorflow-experiments tensorflow-tutorials word2vec word2vec-model
Last synced: 10 Oct 2024
https://github.com/edezhic/fashion-generator
In-browser GPU-accelerated Generative Adversarial Network trained on Fashion-MNIST dataset (tensorflow + deeplearn.js)
browser-game deep-learning generative-adversarial-network
Last synced: 23 Oct 2024
https://github.com/xu-justin/deepfacedrawing
A generative model that could generate photo-realistic face images from hand-sketch face images.
deepfacedrawing generative-adversarial-network pytorch
Last synced: 11 Nov 2024
https://github.com/jammer345/SL-CycleGAN-Blind-Motion-Deblurring-in-Cycles-using-Sparse-Learning
SL-CycleGAN: Blind Motion Deblurring in Cycles using Sparse Learning
computer-vision deblurring generative-adversarial-network image-processing sparse state-of-the-art
Last synced: 05 Nov 2024
https://github.com/mrgemy95/gan-tensorflow
This's a re-implementation of generative adversarial networks using tensorflow.
deep-learning generative-adversarial-network python tensorflow
Last synced: 23 Oct 2024
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/huckiyang/eyenet-gans
ACCV'18 workshop - Synthesizing New Retinal Symptom Images by Multiple Generative Models
accv2018 deep-learning eyenet generative-adversarial-network retinal-images
Last synced: 26 Jan 2025
https://github.com/yeonghyeon/skip-ganomaly
Implementation of Skip-GANomaly with MNIST dataset
anomaly-detection generative-adversarial-network generative-neural-network mnist-dataset
Last synced: 11 Nov 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/yeonghyeon/f-anogan-tf
TensorFlow implementation of f-AnoGAN (with MNIST dataset)
anomaly-detection generative-adversarial-network generative-neural-network mnist-dataset
Last synced: 11 Nov 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/mitre/inap
A pipeline for generating inconspicuous naturalistic adversarial patches (INAPs) against object detectors with one input image
adversarial-attacks adversarial-machine-learning adversarial-patches generative-adversarial-network object-detection
Last synced: 09 Nov 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/llnl/gpp
The Generative Patch Prior for Compressive Image Recovery
compressive-sensing computer-vision deep-learning gans generative-adversarial-network generative-patch-prior gpp imaging inverse-problems machine-learning patch-based-synthesis
Last synced: 11 Nov 2024
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/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/k1nght/gan-based_chinese_painting_generation
The final project of course AU332-Artificial Intelligence(Principles and Techniques). We use cycle-consistent adversarial network to transform pictures into Chinese painting style, which is based on new data sets collected by our own.
generative-adversarial-network
Last synced: 18 Dec 2024
https://github.com/pppw/text-to-image
deep-learning fastai generative-adversarial-network nlp
Last synced: 24 Oct 2024
https://github.com/yeonghyeon/conad-pytorch
Implementation of Consistency-based anomaly detection (ConAD)
anomaly-detection auto-encoder convolutional-neural-networks generative-adversarial-network mnist-dataset
Last synced: 11 Nov 2024
https://github.com/yeonghyeon/dgm-tf
TensorFlow implementation of Disentangled Generative Model (DGM) with MNIST dataset.
anomaly-detection disentangled-generative-model generative-adversarial-network generative-neural-network mnist-dataset
Last synced: 11 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/bioinformatics-ua/imageclef-toolkit
A toolkit for the research group's participations on the ImageCLEF challenges
deep-learning generative-adversarial-network imageclef tensorflow-experiments
Last synced: 10 Oct 2024
https://github.com/alex-lechner/pytorch-gan
Creating artificial images with a Generative Adversarial Network written in PyTorch.
convolutional-neural-networks deconvolution deep-learning deep-neural-networks discriminator generative-adversarial-network generative-art generative-model generator image-processing neural-network
Last synced: 22 Nov 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/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/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/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/honlan/tf2gan
TensorFlow 2.0 implementations of some awesome Generative Adversarial Networks
generative-adversarial-network tensorflow
Last synced: 14 Nov 2024
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/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/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/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/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/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/lazavgeridis/mddgan
Implementation of my B.Sc. Thesis titled "MddGAN : Multilinear Analysis of the GAN Latent Space".
decomposition deep-learning generative-adversarial-network interpretability latent-space pytorch unsupervised-learning
Last synced: 06 Nov 2024
https://github.com/sergioskar/deep-learning-models
Implementation of basic deep learning models using tensorflow and keras
autoencoder deep-learning differentiable-neural-computer generative-adversarial-network
Last synced: 20 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/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/rauhul/cs446
Machine Learning UIUC SP 2018
expectation-maximization gaussian-mixture-models generative-adversarial-network k-means linear-regression logistic-regression multiclass-classification neural-network q-learning svm variational-autoencoder
Last synced: 29 Jan 2025
https://github.com/mohd-faizy/datascience-projects
Projects : DataScience, Artificial intelligence, Machine learning, Deep Learning
autoencoder bert-model classification-algorithm convolutional-neural-network convolutional-neural-networks dataset deeplearning generative-adversarial-network keras machine-learning-projects machinelearning natural-language-processing rainforcement-learning sentiment-analysis tensorflow
Last synced: 11 Oct 2024
https://github.com/denizetkar/treegan
Generative Adversarial Model that generates parse trees
ansi-c generative-adversarial-network parse-trees ppo2 pytorch rnn
Last synced: 22 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/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/vndee/deepgen
Collection of modern Deep Generative Models
deep-learning generative-adversarial-network generative-model variational-autoencoder
Last synced: 18 Nov 2024
https://github.com/venkatr21/wardrobe-wizard-flaskapp
Wardrobe wizard is a Flask-app based fashion recommendation system with seamless support for Virtual try-on and cloth projection on person
flask generative-adversarial-network python pytorch recommendation-engine
Last synced: 12 Nov 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/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/byte7/adaptive-curriculum-gan-keras
Keras implementation of Adaptive Curriculum GAN
gans generative-adversarial-network keras
Last synced: 15 Oct 2024
https://github.com/narumiruna/pytorch-wgangp
generative-adversarial-network mnist pytorch wgan-gp
Last synced: 04 Dec 2024
https://github.com/nashory/pixel-level-dt-torch
Torch implementation of "Pixel-Level Domain Transfer"
domain-transfer generative-adversarial-network
Last synced: 29 Jan 2025
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/marekpokropinski/beautygan-tensorflow
BeautyGAN implementation in tensorflow. Based on BeautyGAN: Instance-level Facial Makeup Transfer with Deep Generative Adversarial Network (http://colalab.org/media/paper/BeautyGAN-camera-ready.pdf)
deep-learning generative-adversarial-network tensorflow
Last synced: 24 Dec 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/NarainKrishnamurthy/BeatGAN2.0
AI Drums:
generative-adversarial-network generative-audio generative-model generative-music keras machine-learning tensorflow
Last synced: 08 Nov 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/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/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/xu-justin/grayscale-face-coloring
A generative model that could generate colored face images from grayscale face images.
generative-adversarial-network pix2pix-tensorflow
Last synced: 09 Jan 2025
https://github.com/despoisj/agingmapgan
artificial-intelligence deep-learning generative-adversarial-network
Last synced: 28 Jan 2025
https://github.com/birdx0810/rcgan-pytorch
This repository is a non-official implementation of Recurrent (Conditional) GAN (Esteban et al., 2017) using PyTorch.
deep-learning generative-adversarial-network hacktoberfest pytorch time-series
Last synced: 17 Dec 2024
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/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/deepmancer/diffusion-gan-vae-pytorch
A PyTorch implementation of various deep generative models, including Diffusion (DDPM), GAN, cGAN, and VAE.
conditional-diffusion conditional-gan conditional-generation diffusion-models fashion-mnist from-scratch generative-adversarial-network mnist pytorch vae-pytorch
Last synced: 02 Nov 2024
https://github.com/lucko515/generative-adversarial-network
This is the implementation of simple GAN using TensorFlow as a framwork.
deep-learning generative-adversarial-network generative-models tensorflow
Last synced: 06 Dec 2024
https://github.com/omni-us/research-contentdistillation-htr
Source code for ICFHR20 "Distilling Content from Style for Handwritten Word Recognition"
document-analysis generative-adversarial-network handwriting-recognition
Last synced: 08 Nov 2024
https://github.com/shub-garg/fashionmnist-dcgan-generative-adversarial-networks-for-fashion-image-generation
This repository contains an implementation of a Deep Convolutional Generative Adversarial Network (DCGAN) trained on the FashionMNIST dataset. The project aims to generate realistic images of clothing items using a GAN architecture. It includes model definitions, training scripts, and visualizations of generated images at various training stages.
artificial-intelligence dcgan deeplearning fashionmnist gan generative-adversarial-network pytorch tensorflow
Last synced: 05 Feb 2025
https://github.com/erfanzar/fjdiffusion
implementation of in Jax/Flax !
flax generative-adversarial-network generative-model jax stable-diffusion unet
Last synced: 28 Dec 2024
https://github.com/ilieschibane/web-application-for-arabic-ocr-using-deep-learning
A Deep learning model for arabic optical character recognition
arabic character-segmentation convolutional-neural-networks deep-learning flask generative-adversarial-network javascript ocr python pytorch reactjs tensorflow
Last synced: 29 Nov 2024
https://github.com/dvmazur/shoe-gan
Generating shoes with GANs in sake of lulz and education
deep-learning gan generative-adversarial-network gradient-penalty lasagne theano wasserstein-gan wgan
Last synced: 29 Dec 2024
https://github.com/nikhilroxtomar/gan-in-tensorflow
Implementation of different GANs using TensorFlow
conditional-gan dcgan gan generative-adversarial-network
Last synced: 16 Jan 2025
https://github.com/yeonghyeon/conad
Implementation of Consistency-based anomaly detection (ConAD)
anomaly-detection auto-encoder convolutional-neural-networks generative-adversarial-network mnist-dataset
Last synced: 11 Nov 2024
https://github.com/sksq96/dcgan
A PyTorch implementation of "Deep Convolutional Generative Adversarial Networks" with Multiple Discriminator.
dcgan generative-adversarial-network pytorch
Last synced: 16 Nov 2024
https://github.com/hasibzunair/raw2syn
Minimal example of domain translation using CycleGAN, applied to OCR image data.
deep-learning generative-adversarial-network ocr synthetic-images
Last synced: 08 Jan 2025
https://github.com/fork123aniket/text-to-image-synthesis-using-stackgans
Implementation of StackGANs for text-to-image generation in Tensorflow
gans generative-adversarial-network generative-model image-generation keras-neural-networks keras-tensorflow stackgan tensorflow text-to-image-generation text-to-image-synthesis
Last synced: 16 Jan 2025
https://github.com/auroracramer/tidegan
CycleGAN style audio translation with WaveGAN inspired generators
audio deep-learning generative-adversarial-network sound style-transfer translation
Last synced: 03 Jan 2025
https://github.com/ajithvcoder/deblurganv2_customdataset
Using deblur GAN on custom dataset
custom-dataset deblurgan deblurring deep-learning gan generative-adversarial-network
Last synced: 12 Jan 2025
https://github.com/j-min/generative_models
PyTorch Implementations of Generative models
generative-adversarial-network generative-models pytorch variational-autoencoders
Last synced: 20 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/dra1ex/mind-net.js
Fast and simple to use neural network implementation in pure TypeScript with GPU support!
artificial-intelligence classification data-analysis deep-learning gan generative-adversarial-network gpu machine-learning ml neural-network neural-network-engine neural-networks regression sequential-network supervised-learning unsupervised-learning vae variational-autoencoder
Last synced: 13 Nov 2024
https://github.com/yasinshafiei/progressive_gan
Progressive GAN on Celeb-A dataset
artificial-intelligence artificial-neural-networks celeba deep-learning gans generative-adversarial-network neural-networks progressive-gan python pytorch pytorch-implementation
Last synced: 10 Jan 2025
https://github.com/blutjens/eie-earth-public
Earth Intelligence Engine: Physically-Consistent Visualizations of Climate Events with Deep Generative Vision Models
bicyclegan earth-observation gan generative-adversarial-network generative-ai image-to-image image-to-image-translation pytorch satellite-imagery segmentation vae
Last synced: 20 Nov 2024
https://github.com/liu-yucheng/aidesign-gan
AIDesign GAN Modeling Application
art artificial-intelligence cnn convolutional-neural-networks dcgan design gan generative-adversarial-network gnu-gplv3 gpl3 gplv3 python python-3 python3 pytorch
Last synced: 09 Jan 2025
https://github.com/albertnieto/homogan
Building a conditioned GAN that generate faces in Tensorflow 2.0 and Keras.
artificial-intelligence computer-vision deep-learning generative-adversarial-network machine-learning neural-network
Last synced: 06 Nov 2024
https://github.com/aryanjain28/super-resolution
Super Resolution using EDSR. Enhanced Deep Residual Networks for Single Image Super-Resolution (EDSR) model trained to convert a Low-Resolution image to a Super-Resolution image.
data-science edsr gans generative-adversarial-network machine-learning srgan super-resolution tensorflow wdsr
Last synced: 29 Jan 2025
https://github.com/chen0040/mxnet-text-to-image
Text to Image translation using Generative Adversarial Network and MXNet
gan generative-adversarial-network glove mxnet text-to-image word-embedding
Last synced: 16 Dec 2024
https://github.com/johnvinyard/music-synthesis
Models, training and evaluation code for a two-stage music synthesis pipeline
audio deep-learning generative-adversarial-network machine-learning music-synthesis
Last synced: 06 Jan 2025
https://github.com/radoslawregula/voxg
Singing voice synthesizer using GANs
audio audio-generation audio-processing deep-learning gan generative-adversarial-network machine-learning music-programming music-technology python singing-voice-synthesis tensorflow voice-synthesis
Last synced: 21 Jan 2025