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Projects in Awesome Lists tagged with gan
A curated list of projects in awesome lists tagged with gan .
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: 08 Feb 2025
https://github.com/mbarbetti/tf-gen-models
:package: Ready to use implementations of state-of-the-art generative models in TensorFlow 2
deep-learning gan generative-models python tensorflow
Last synced: 11 Oct 2024
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/lisc55/InfoGAN
Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets
cnn gan infogan tensorflow tensorlayer
Last synced: 07 Nov 2024
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`”。
Last synced: 17 Nov 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/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/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/bchao1/conditional-gan-anime-generation
Conditional anime generation using conditional GAN.
Last synced: 29 Nov 2024
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/aleju/christmas-generator
Generate christmas images with neural networks
Last synced: 24 Nov 2024
https://github.com/afrozalm/contextencoder
An implementation of context encoders by Deepak Pathak with a remodeled discriminator.
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/mbarbetti/pidgan
:package: GAN-based models to flash-simulate the LHCb PID detectors
deep-learning flash-simulation gan keras lhcb-experiment lhcb-lamarr machine-learning pid tensorflow ultrafast-simulation
Last synced: 11 Oct 2024
https://github.com/vasukalariya/generative-modelling
Implementation of various generative models using PyTorch.
conditional-gan dcgan gan generative-model image-reconstruction mnist neural-network numpy pytorch rbm restricted-boltzmann-machine vae variational-autoencoder
Last synced: 21 Jan 2025
https://github.com/vidhi1290/cyclegan-implementation-for-image-to-image-translation
🖼️ Our CycleGAN Implementation for Image-to-Image Translation project leverages PyTorch to seamlessly transform images between domains, all without paired examples. With a keen focus on innovation and effectiveness, we've explored CycleGAN's capabilities across various domains. Join us as we delve into the world of image translation technology! 🚀
artificial-intelligence cycle-gan deep-learning deep-neural-networks gan github-config machine-learning numpy pillow python pytorch torchvision unsupervised-learning
Last synced: 02 Feb 2025
https://github.com/nahuelcostacortez/fa-gan
Atrial Fibrilation diagnosis based on the discriminative elements of an ensemble of GANs
atrial-fibrillation gan healthcare machine-learning
Last synced: 15 Dec 2024
https://github.com/wocns1457/gan-based-face-mask-removal-version2
This project is to restore the face hidden behind the mask from the image of the person wearing the mask.
computer-vision deep-learning gan opencv-python segmentation tensorflow
Last synced: 03 Feb 2025
https://github.com/manohara-ai/conditional_gan
Building a Conditional Generative Adversarial Network based on light weight GAN like DCGAN
conditional-gan dcgan gan mnist-dataset
Last synced: 27 Dec 2024
https://github.com/bettercallshao/gangengo
Generate fake snapshots of a GO game using GAN.
colab dcgan gan go go-game jupyter-notebook keras pipenv python
Last synced: 01 Feb 2025
https://github.com/soumik12345/generative-adversarial-networks
Implementations of various architectures and implementations of Generative Adversarial Networks
conditional-gan convolutional-neural-networks gan generative-adversarial-network keras multilayer-perceptron neural-network python tensorflow wasserstein-gan
Last synced: 07 Jan 2025
https://github.com/aniketmaurya/ai-ml-resources
Machine Learning & Deep Learning Resource links- Paper, blog, code, videos
cyclegan deep-learning gan machine-learning object-detection paper pytorch tensroflow
Last synced: 14 Nov 2024
https://github.com/darkfanxing/gan
Restore image using GAN model
gan image-restoration mit-license python-3-7 tensorflow2 unsupervised-learning
Last synced: 26 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
https://github.com/papapana/face-generation
Face Generation using Generative Adversarial Networks (GANs)
deep-learning deep-neural-networks gan generative-adversarial-network pytorch
Last synced: 13 Jan 2025
https://github.com/floriande/power-grid-gans
This project contains an extensible GAN Framework which can be used to generate power grid related data for simulations.
gan gans neuronal-networks power-grid power-grids python pytorch smart-grid smart-grids
Last synced: 03 Dec 2024
https://github.com/rapsssito/cats-gan
Example of how to generate images of cat faces using a Deep Convolutional Generative Adversarial Network (DCGAN).
deep-learning gan generative-adversarial-network tensorflow
Last synced: 05 Feb 2025
https://github.com/thomd/on-machine-learning
Notes on Machine Learning
deep-learning gan keras machine-learning python
Last synced: 05 Feb 2025
https://github.com/thomd/coursera-build-basic-generative-adversarial-networks
Notes on Coursera Course "Build Basic Generative Adversarial Networks"
coursera deep-learning gan pytorch
Last synced: 05 Feb 2025
https://github.com/ivanch/self-trainer
GAN training a CNN.
cnn data-augmentation f1-score gan gan-training jupyter-notebook
Last synced: 05 Jan 2025
https://github.com/vtuanpham/srgan_reimplementation_modified
Re-Implementation of SRGAN with symmetric padding for a better merged final image (Anysized input with 4x upscaled)
deep-learning deep-neural-networks fft gan generative-adversarial-network image image-processing kivy kivy-application kivy-framework machine-learning srgan srgan-keras super-resolution upscaling
Last synced: 17 Jan 2025
https://github.com/ak2k30/cyclegan-pytorch-implementation
This project is implementation of CycleGAN paper.
gan machine-learning python pytroch train
Last synced: 12 Jan 2025
https://github.com/shreyansh26/gans-specialization-deeplearning.ai
Solutions for the assignments of the GAN Specialization on Coursera by Deeplearning.ai
coursera coursera-assignment deep-learning deeplearning-ai gan gans generative-adversarial-network generative-adversarial-networks machine-learning
Last synced: 14 Jan 2025
https://github.com/drishtiramesh/data-augmentation-using-dcgans
data-augmentation dcgan dcgan-keras fashion-mnist gan keras
Last synced: 11 Jan 2025
https://github.com/abhaskumarsinha/dc-gan
A very simple and plain DC GAN to generate Image Flower Pictures out of the dataset.
dc-gan dcgan-tensorflow gan keras keras-neural-networks keras-tensorflow tensorflow2 tutorial tutorial-code
Last synced: 21 Jan 2025
https://github.com/florianwoelki/fashion_mnist_gan
This repository lets you generate new not seen clothes by using a gan with the fashion mnist dataset.
fashion-mnist gan mnist neural-network
Last synced: 27 Jan 2025
https://github.com/woctezuma/steam-lightweight-gan
Train a "lightweight GAN" on Colaboratory to generate Steam banners.
colab colab-notebook colaboratory gan generative-adversarial-network google-colab google-colab-notebook google-colaboratory lightweight lightweight-gan steam steam-api steam-data steam-game steam-games steam-gan steam-pics steam-store
Last synced: 01 Feb 2025
https://github.com/wapiti08/defense_evasion_with_gan
The project of Ransomware Detection with GAN
adversarial-attacks cuckoo dynamic-programming gan ransomware
Last synced: 04 Jan 2025
https://github.com/sadegh15khedry/ml-algorithms-from-scratch
This project is dedicated to implementing various machine learning algorithms from scratch to gain a deeper understanding of how they work.
cnn dbscan decision-trees deep-learning gan ica jupyter-notebook knn-classification linear-regression logestic-regression lstm machine-learning naive-bayes-classifier python random-forest rnn svm t-sne transformer
Last synced: 11 Nov 2024
https://github.com/zawlinnnaing/can-thesis
Tensorflow Implementation of Creative Adversarial Network
Last synced: 25 Dec 2024
https://github.com/gugarosa/synthetic_rbms
📄 Official implementation regarding the paper "Fast Ensemble Learning Using Adversarially-Generated Restricted Boltzmann Machines".
artificial gan implementation paper rbm
Last synced: 24 Jan 2025
https://github.com/csinva/mouse-brain-decoding
Decoding images from calcium recordings using data from stringer et al. 2018.
ai artificial-intelligence calcium-imaging computer-vision decoding gan machine-learning ml neural-network neuroscience python pytorch vision
Last synced: 08 Feb 2025
https://github.com/dvgodoy/gansnroses_odsc_europe2022
GANs N' Roses: Understanding Generative Models
deep-learning gan generative-adversarial-network pytorch tutorial
Last synced: 21 Nov 2024
https://github.com/nekitmm/pconv_tf2.0
Unofficial implementation of PConv paper in TF2.0
convolutional-neural-networks deep-convolutional-neural-networks deep-learning gan image-inpainting image-manipulation image-processing partial partial-convolution pconv tf2
Last synced: 18 Dec 2024
https://github.com/huangcongqing/gan
生成式对抗网络（GAN, Generative Adversarial Networks ）是一种深度学习模型，是近年来复杂分布上无监督学习最具前景的方法之一。
Last synced: 08 Feb 2025
https://github.com/praneetneuro/conditional-generative-adversarial-network
Train a GAN to transform images from one domain to another domain
Last synced: 24 Dec 2024
https://github.com/moverseai/ganimateer
3d-animation gan ganimator generative-ai motion-synthesis singan single-sample
Last synced: 27 Nov 2024
https://github.com/amey-thakur/white-box-cartoonization
An implementation of the Whitebox Cartoonization model using Tensorflow.js and HTML/CSS/Javascript/Bootstrap.
amey ameythakur bootstrap cartoongan cartoonization computer-engineering css gan html javascript megasatish project tensorflowjs
Last synced: 25 Jan 2025
https://github.com/materight/unpaired-spade
Unpaired Semantic Segmentation and Image Synthesis based on SPADE and UPerNet.
gan image-synthesis pytroch semantic-segmentation
Last synced: 04 Jan 2025
https://github.com/shreypandit/anime_facegenerator-using-dcgan
Implementation of DCGAN using Anime dataset
anime-dataset dcgan deep-learning gan machine-learning
Last synced: 16 Dec 2024
https://github.com/techiesamosa/lunaxplore
LunaXplore enhances low-light images from the PSR regions of lunar craters to improve signal-to-noise ratio (SNR). By applying advanced deep learning and image processing techniques, the project creates high-resolution image maps from Chandrayaan-2's OHRC, aiding lunar landing site selection and supporting geomorphological studies of the lunar pole
deep-learning gan hpc image-processing keras opencv python retinex-theory signal-to-noise-ratio tensorflow
Last synced: 13 Nov 2024
https://github.com/bryanlimy/calciumgan
Synthesising Realistic Calcium Imaging Data of Neuronal Populations Using GAN.
calcium-imaging calcium-signals gan spike-analysis spike-trains
Last synced: 30 Oct 2024
https://github.com/mjahmadee/conditional_dcgan
Conditional DCGAN
conditional-dcgan conditional-gan dcgan gan
Last synced: 11 Jan 2025
https://github.com/duartegalvao/image-colorization-with-deep-learning
This is a project for the DD2424 - Deep Learning in Data Science course in KTH (Royal Institute of Technology).
deep-learning deep-neural-networks gan python python3 tensorflow tensorflow-models turing-test unet
Last synced: 19 Jan 2025
https://github.com/simoninithomas/dlfn_face_generator
A Generative Adversarial Network that generate human faces
cnn deep-learning gan neural-network tensorflow
Last synced: 17 Jan 2025
https://github.com/abyildirim/stock-market-price-prediction
In this project, we aim to use Generative Adversarial Network (GAN) model in order to predict the stock prices from a time series data.
Last synced: 16 Dec 2024
https://github.com/omarazizi/dcgan-implementation
Deep Convolutional Generative Adversarial Network (DCGAN) implementation using PyTorch trained on the MNIST dataset to generate images of handwritten digits
convolutional-neural-networks dcgan dcgan-pytorch deep-learning gan gan-pytorch mnist neural-network pytorch
Last synced: 31 Jan 2025
https://github.com/khanovico/cifar-trgan-torch
CIFAR10 image generation using fully-transformer-GAN with pytorch
gan image-generation pytorch transformer
Last synced: 24 Jan 2025
https://github.com/dilumdesilva/daugmentor
DAugmentor: Automating Generative Adversarial Network Tuning for Data Augmentation
data-generation deep-learning deep-neural-networks gan
Last synced: 28 Jan 2025
https://github.com/faezeh-gholamrezaie/text-to-face-
A Novel Encoder-Decoder Approach for Text-to-Face Conversion using Generative Adversarial Networks and Attention Mechanism
celeba gan pytorch sentence-transformers text-to-face text-to-image text2image transformer
Last synced: 07 Nov 2024
https://github.com/szymciem8/semantic-image-synthesis
Generative models that generate paintings in the style of Bob Ross based on segmentation images.
fastapi gan gaugan machine-learning pix2pix spade streamlit tensorflow tensorflow2
Last synced: 08 Jan 2025
https://github.com/frixoe/handwritten-digit-gan
A GAN which generates hand written digits.
deep-learning gan neural-network tensorflow
Last synced: 18 Jan 2025
https://github.com/jason-cky/pokegan_fusion
Deep Convolutional GANs to generate new Pokemon
dcgan-pytorch gan pokemon-dataset
Last synced: 21 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/frgfm/pokegan
Implementations of GANs in PyTorch for Pokemon image generation
dc-gan dcgan deep-learning gan pokemon pytorch spectral-normalization tensorboard
Last synced: 29 Dec 2024
https://github.com/greatofdream/stylegan
GAN, LSGAN, StyleGAN realization using jittor
Last synced: 12 Jan 2025
https://github.com/ksmooi/mscs_dl_gan_monet_painting
This project uses Generative Adversarial Networks (GANs) to transfer the artistic style of Monet paintings to ordinary photos, creating realistic Monet-style images. The model is trained using a dataset of Monet paintings and photos, and evaluated for quality using metrics like FID.
cycle-gan deep-learning gan python pytorch
Last synced: 07 Feb 2025
https://github.com/phreakyphoenix/face-generation
DCGAN architecture to generate faces from CelebA dataset, made with :heart: in PyTorch. Do :star2: the repo if you find it useful.
create-faces dcgan dcgan-pytorch deep-learning-nanodegree dlnd dlnd-face-generation face-generation gan generative-adversarial-networks machine-learning pytorch pytorch-gan udacity udacity-deep-learning udacity-nanodegree udacity-project
Last synced: 14 Jan 2025
https://github.com/dev-khant/deep-learning-collection
Deep Learning Algorithms Collection
Last synced: 23 Jan 2025
https://github.com/bjornmelin/deep-learning-evolution
🧠 Deep-Learning Evolution: Unified collection of TensorFlow & PyTorch projects, featuring custom CUDA kernels, distributed training, memory‑efficient methods, and production‑ready pipelines. Showcases advanced GPU optimizations, from foundational models to cutting‑edge architectures. 🚀
ai-research cuda data-science deep-learning distributed-training gan gpu-acceleration machine-learning model-optimization neural-networks python pytorch tensorflow training-pipeline transformers
Last synced: 05 Feb 2025
https://github.com/mpolinowski/tf-gan-image-generator
Use Adversarial Networks to generate Images
gan image-generator tensorflow2
Last synced: 28 Jan 2025
https://github.com/dilumdesilva/search_space
This repository includes DAugmentor search space related architectures.
cgan dcgan gan gans search-space
Last synced: 28 Jan 2025
https://github.com/tugot17/simple-gan-in-keras
Introduction to Generative Adversarial Networks on a pet example, created with Keras package
gan generative-adversarial-network introduction intuition keras
Last synced: 21 Nov 2024
https://github.com/justusschock/delira_cycle_gan_pytorch
A delira-compatible cycle-GAN skeleton.
computer-vision cycle-gan cyclegan delira gan generative-adversarial-network image-processing pytorch pytorch-cnn
Last synced: 08 Feb 2025
https://github.com/littletomatodonkey/animegan2-paddle
animegan2 using PaddlePaddle
animegan computer-vision gan paddlepaddle
Last synced: 25 Jan 2025
https://github.com/wilhelmagren/syndgen
SYNthetic Data GENeration made easy for everyone, free and open-sourced.
data-generation deep-learning gan generative-ai machine-learning multi-table relational-datasets synthetic-data
Last synced: 31 Jan 2025
https://github.com/andreaferretti/wgan
Wasserstein GAN with Gradient Penalty
Last synced: 29 Jan 2025
https://github.com/blurred-machine/generate-synthetic-images-with-dcgans-in-keras
In this project, I have built a DCGAN based synthetic image generator and a discriminator on the fashion-MNIST dataset. Generated synthetic images using DCGAN and tried to fool the discriminator
dcgan-tensorflow deeplearning discriminator gan generator image-processing jupyter-notebook project python
Last synced: 09 Jan 2025
https://github.com/mobeets/gan
simple GAN for mnist using keras
gan generative-adversarial-network generative-model keras neural-network
Last synced: 12 Jan 2025
https://github.com/oooo26/dsa5204_project
Project for DSA5204: Image to Image Translation Study
cogan cyclegan deep-learning dualgan gan image-translation pix2pix
Last synced: 22 Jan 2025
https://github.com/dhruvsrikanth/conditionalgan
Simulate experiments with the Conditional GAN architecture and training algorithm in PyTorch using this package.
cgan conditional-gan deep-learning game-theory gan generative-adversarial-network generative-model mnist python pytorch
Last synced: 25 Dec 2024
https://github.com/seungjaelim/stargan-improved
[KAIST-CS470] Term Team Project - Reproduction and improvement of papers <StarGAN>
attention gan machine-learning stargan
Last synced: 30 Jan 2025
https://github.com/programmer-rd-ai/landscape-pictures-gan-i-am-going-to-try-it-didnt-work
Landscape-Pictures-GAN-I-am-going-to-try
gan landscape python python3 pytorch torch torchvision
Last synced: 12 Jan 2025
https://github.com/karan-malik/simplegans
Using a GAN implemented with Keras to generate images similar to the MNIST Dataset
cnn cnn-keras data-science datagenerator deep-learning deep-neural-networks gan gan-keras gan-tensorflow gans keras machine-learning python python3 tensorflow tensorflow2
Last synced: 14 Jan 2025
https://github.com/ulrich-tonmoy/ai-ml
Projects building for learning AI and ML
ai cvpr gan js maths ml python self-driving-car
Last synced: 20 Jan 2025
https://github.com/dhruvsrikanth/vanillagan
Simulate experiments with the Vanilla GAN architecture and training algorithm in PyTorch using this package.
deep-learning gan mnist python pytorch vanilla-gan
Last synced: 25 Dec 2024
https://github.com/mashiat12/synthetic_brain_image_generation
Synthetic images generated using deeplearning model (GANs) allows researchers to create realistic, diverse MRI images that can supplement or expand existing datasets without needing additional patient scans.
artificial-intelligence deep-learning deep-neural-networks gan gans generative-adversarial-network generative-ai image-processing imagegeneration machine-learning
Last synced: 28 Jan 2025
https://github.com/antonio-f/deeplearning_project5-gan-face-generation
Using generative adversarial networks to generate new images of faces (datasets: MNIST, CelebA).
celeba celeba-dataset face-generation gan generative-adversarial-network mnist tensorflow udacity udacity-deep-learning
Last synced: 06 Feb 2025
https://github.com/coding-enthusiast9857/deep_learning_projects
Welcome to the Deep Learning Projects Repository! This repository is a collection of hands-on projects related to deep learning, covering a wide range of topics and applications.
ai ann cnn cv deep-learning deep-neural-networks dl gan image-processing keras ml nlp python pytorch rnn tensorflow transfer-learning
Last synced: 14 Jan 2025
