Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists tagged with gan
A curated list of projects in awesome lists tagged with gan .
https://github.com/The-AI-Summer/GANs-in-Computer-Vision
GANs in computer vision AI Summer article series
adverserial computer-vision deep-learning gan gans learning
Last synced: 15 Nov 2024
https://github.com/rahulbhalley/cyclegan-qp
Official PyTorch implementation of "Artist Style Transfer Via Quadratic Potential"
convolutional-neural-networks cyclegan cyclegan-pytorch cyclegan-qp gan generative-adversarial-network generative-art neural-networks neural-style-transfer pytorch quadratic-potential residual-networks resnet style-transfer
Last synced: 22 Oct 2024
https://github.com/akshaysubr/tegan
Generative Adversarial Network (GAN) for physically realistic enrichment of turbulent flow fields
fluid-dynamics gan generative-adversarial-network super-resolution turbulence
Last synced: 02 Dec 2024
https://github.com/bchao1/anime-generation
🎨 Anime generation with GANs.
acgan anime anime-generation computer-vision conditional-gan dataset dcgan gan generative-adversarial-network
Last synced: 14 Oct 2024
https://github.com/andreaferretti/ganzo
A GAN framework
dcgan gan pytorch wasserstein-gan
Last synced: 14 Oct 2024
https://github.com/kenjinp/terrain-synth
Terrain generation tool, using real-earth data and deep learning techniques
deep-learning deep-neural-networks game-development gan procedural-generation react react-three-fiber terrain-generation three-js threejs typescript
Last synced: 11 Oct 2024
https://github.com/mazzzystar/wavegan-pytorch
PyTorch implementation of " Synthesizing Audio with Generative Adversarial Networks"
ai-music gan generative-model music-generation wavegan wavegan-pytorch
Last synced: 11 Nov 2024
https://github.com/mazzzystar/WaveGAN-pytorch
PyTorch implementation of " Synthesizing Audio with Generative Adversarial Networks"
ai-music gan generative-model music-generation wavegan wavegan-pytorch
Last synced: 22 Nov 2024
https://github.com/thisisiron/tf2-gan
🐳 GAN implemented as Tensorflow 2.X
gan gan-tutorial generative-adversarial-network tensorflow tensorflow-examples tensorflow-tutorials tensorflow2 tf2
Last synced: 12 Nov 2024
https://github.com/prannayk/videoMultiGAN
End to End learning for Video Generation from Text
deep dnn gan learning mnist-dataset video-generator
Last synced: 25 Nov 2024
https://github.com/dansuh17/deep-learning-roadmap
my own deep learning mastery roadmap
ai cnn deep-learning deep-neural-networks gan gans generative-adversarial-network nas neural-architecture-search neural-network papers roadmap
Last synced: 10 Dec 2024
https://github.com/aakashjhawar/avatargan
Generate Cartoon Images using Generative Adversarial Network
ai artificial-intelligence avatar avatar-generator deep-learning deep-networks emoji-generator gan gans generate-image generative-adversarial-network generative-ai generative-art image-generation-ai machine-learning neural-networks tensorflow
Last synced: 09 Dec 2024
https://github.com/kimmo1019/Roundtrip
Roundtrip: density estimation with deep generative neural networks
deep-generative-model deep-learning density-estimation gan likelihood-free-inference
Last synced: 23 Nov 2024
https://github.com/ajithvcoder/caae-age_progression_regression_pytorch
Code for Age progression/Regression, http://web.eecs.utk.edu/~zzhang61/docs/papers/2017_CVPR_Age.pdf
Last synced: 15 Jan 2025
https://github.com/nathancooperjones/thisboredapedoesnotexist
Python code + notebooks to fully reproduce the results for the blog post "These Bored Apes Do Not Exist" on Medium. Blog post URL: https://medium.com/@nathancooperjones/these-bored-apes-do-not-exist-6bed2c73f02c
boredapes deep-learning gan lightweight-gan nft pytorch super-resolution
Last synced: 31 Oct 2024
https://github.com/hep-lbdl/adversarial-jets
Training, generation, and analysis code for Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Physics
cern deep-learning gan generative-adversarial-network hep high-energy-physics machine-learning physics physics-simulation
Last synced: 30 Oct 2024
https://github.com/socaity/face2face
Swap faces in images and videos. Create face embeddings. Enhance face image quality. Deploy as a web api.
artificial-intelligence celebrity deep-fake deep-learning face-detection face-enhancement face-recognition face-restoration face-swapping gan insightface roop video-processing webservice
Last synced: 17 Jan 2025
https://github.com/shaoanlu/audio2guitarist-gan
Two-stage GANs that generate fingerstyle guitarist images from audio.
audio-to-image cross-domain deep-learning gan generative-adversarial-network guitar
Last synced: 19 Jan 2025
https://github.com/amanchadha/frvsr-gan
A Novel Approach to Video Super-Resolution using Frame Recurrence and Generative Adversarial Networks | Python3 | PyTorch | OpenCV2 | GANs | CNNs
adjacent-frames cnn cnns convolutional-neural-networks frame-recurrence frvsr-gan gan gans generative-adversarial-network opencv psnr python python3 pytorch recurrent-neural-network sisr srgan ssim super-resolution video-super-resolution
Last synced: 05 Nov 2024
https://github.com/lyeoni/pytorch-mnist-gan
deep-learning gan generative-adversarial-network generative-model mnist pytorch
Last synced: 06 Nov 2024
https://github.com/gunhochoi/discogan-tf
Tensorflow Implementation of DiscoGAN
discogan gan generative-adversarial-network python tensorflow
Last synced: 22 Nov 2024
https://github.com/diegovalsesia/GraphCNN-GAN
Graph-convolutional GAN for point cloud generation. Code from ICLR 2019 paper Learning Localized Generative Models for 3D Point Clouds via Graph Convolution
gan generative-adversarial-network generative-model graph-convolution point-clouds shapenet
Last synced: 28 Oct 2024
https://github.com/jskripchuk/Synth1GAN
A GAN to generate preset banks for famous and free VST plugin Synth1
artificial-intelligence gan machine-learning music synthesizer
Last synced: 27 Oct 2024
https://github.com/sutd-visual-computing-group/dag-gans
Data Augmentation optimized for GAN
biggan cyclegan dag data-augmentation gan pytorch tensorflow
Last synced: 15 Nov 2024
https://github.com/openagi/tefla
Tensorflow based deep-learning library.
ai deep-learning gan generative-adversarial-network lstm ml nlp tensorflow-framework
Last synced: 14 Oct 2024
https://github.com/xinario/catgan_pytorch
Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks
catgan dcgan gan generative-adversarial-network pytorch semi-supervised-learning unsupervised-learning
Last synced: 10 Nov 2024
https://github.com/musyoku/LSGAN
Chainer implementation of Least Squares GAN (LSGAN)
Last synced: 03 Nov 2024
https://github.com/mingtaoguo/calligraphic-images-denoising-by-gan
Calligraphic Images Denoising by GAN
Last synced: 20 Nov 2024
https://github.com/zhongdao/faceattributemanipulation
An implementation of Learning Residual Images for Face Attribute Manipulation
Last synced: 15 Nov 2024
https://github.com/thaoshibe/beautygan-pytorch-reimplementation
A re-implementation of BeautyGAN: Instance-level Facial Makeup Transfer with Deep Generative Adversarial Network (ACM MM'18)
color-matching computer-vision computervision deep-learning gan makeup-transfer pytorch
Last synced: 20 Nov 2024
https://github.com/angeluriot/Generative_adversarial_network
A deep learning model that can create high quality images by training on a dataset.
deep-learning gan generative-ai pytorch
Last synced: 08 Nov 2024
https://github.com/ekinakyurek/gan-70-lines-of-julia
A Knet implementation of MLP GAN for MNIST data.
adversarial-networks gan knet machine-learning mlp-gan
Last synced: 15 Oct 2024
https://github.com/iamalexkorotin/Wasserstein2GenerativeNetworks
PyTorch implementation of "Wasserstein-2 Generative Networks" (ICLR 2021)
deep-learning gan generative-adversarial-network optimal-transport pytorch style-transfer
Last synced: 30 Oct 2024
https://github.com/vita-group/sandwich-batch-normalization
[WACV 2022] "Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity" by Xinyu Gong, Wuyang Chen, Tianlong Chen and Zhangyang Wang
adversarial-training batch-normalization gan nas neural-architecture-search normalization pytorch sabn sandwich-batch-normalization style-transfer
Last synced: 16 Nov 2024
https://github.com/andi611/conditional-seqgan-tensorflow
Conditional Sequence Generative Adversarial Network trained with policy gradient, Implementation in Tensorflow
chatbot conditional-gan gan machine-learning nlp nlp-machine-learning seqgan tensorflow
Last synced: 07 Nov 2024
https://github.com/rickiepark/deep-learning-with-python-2nd
<케라스 창시자에게 배우는 딥러닝 2판> 도서의 코드 저장소
cnn deep-learning gan image-augmentation image-classification image-segmentation image-style-transfer keras keras-tuner machine-translation mixed-precision multi-gpu neural-network rnn tensorflow text-classification text-generation time-series tpu transformer
Last synced: 21 Dec 2024
https://github.com/LynnHo/GAN-Papers
GAN papers
gan generative-adversarial-network
Last synced: 02 Nov 2024
https://github.com/AlexiaJM/Generative-model-most-similar-images
Function that output the 5 most similar training (real) images to the given generated (fake) images.
deep-learning gan generative-adversarial-network generator picture
Last synced: 04 Nov 2024
https://github.com/gunhochoi/lsgan-tf
Simple implementation of Least Squares Generative Adversarial Networks
gan infogan lsgan python simple tensorflow
Last synced: 22 Nov 2024
https://github.com/alexiajm/generative-model-most-similar-images
Function that output the 5 most similar training (real) images to the given generated (fake) images.
deep-learning gan generative-adversarial-network generator picture
Last synced: 14 Nov 2024
https://github.com/byronhsu/fegan
Self-Supervised Deep Learning for Fisheye Image Rectification (pytorch implementation).
computer-vision deep-learning fisheye gan image-rectification self-supervised-learning unsupervised-learning
Last synced: 29 Dec 2024
https://github.com/gaborvecsei/cdcgan-keras
Conditional Deep Convolutional GAN
cdcgan dcgan deep-convolutional-networks deep-learning gan generative-adversarial-network keras machine-learning mnist tensorflow
Last synced: 28 Oct 2024
https://github.com/maghoumi/deepnag
Deep Non-Adversarial Gesture Generation
deep-learning deep-neural-networks dynamic-time-warping gan generative-adversarial-network gesture-generation pytorch sequence-generation soft-dtw
Last synced: 21 Nov 2024
https://github.com/znxlwm/pytorch-cyclegan
Pytorch implementation of CycleGAN.
cyclegan gan generative-adversarial-network generative-model image-translation pytorch
Last synced: 23 Nov 2024
https://github.com/Baukebrenninkmeijer/On-the-Generation-and-Evaluation-of-Synthetic-Tabular-Data-using-GANs
Repository for the results of my master thesis, about the generation and evaluation of synthetic data using GANs
data-evaluation data-synthesis gan generative-adversarial-networks synthetic-data synthetic-dataset-generation tabular-data
Last synced: 12 Nov 2024
https://github.com/ayaanzhaque/EC-GAN
EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs (AAAI 2021)
aaai2021 artificial-data classification gan gan-generator semi-supervised-algorithms semi-supervised-learning
Last synced: 15 Nov 2024
https://github.com/mseitzer/srgan
Pytorch implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"
computer-vision deep-learning gan generative-adversarial-network pytorch super-resolution
Last synced: 14 Oct 2024
https://github.com/mingtaoguo/sngan_projection_tensorflow
Simply implement the paper: cGANs with Projection Discriminator by TensorFlow
Last synced: 20 Nov 2024
https://github.com/victordibia/tpudcgan
Train DCGAN with TPUs on Google Cloud
dcgan dcgan-tensorflow deep-learning gan machine-learning tpu
Last synced: 01 Jan 2025
https://github.com/hyunjoonbok/Python-Projects
Portfolio in Python
augmentation cnn-classification data data-visualization dataanalytics datascience deep-learning forecasting gan lightgbm machine-learning nlp rnn rnn-pytorch textclassification timeseries xgboost
Last synced: 08 Nov 2024
https://github.com/podgorskiy/stylegan_blobless
Original stylegan without blobs (without retraining).
blob deeplearning gan pytorch stylegan
Last synced: 12 Nov 2024
https://github.com/maluuba/geneva_datasets
Scripts to generate the CoDraw and i-CLEVR datasets used for the GeNeVA task proposed in our ICCV 2019 paper "Tell, Draw, and Repeat: Generating and modifying images based on continual linguistic instruction"
chatpainter codraw computer-vision gan generative-adversarial-networks generative-neural-visual-artist geneva geneva-datasets geneva-gan i-clevr iccv iccv-2019 iccv2019 interactive-image-generation keep-drawing-it recurrent-gan tell-draw-repeat
Last synced: 16 Nov 2024
https://github.com/GiorgosKarantonis/Adversarial-Attacks-with-Relativistic-AdvGAN
Using relativism to improve GAN-based Adversarial Attacks. 🦾
adversarial-attacks adversarial-examples advgan artificial-intelligence gan generative-adversarial-networks machine-learning madrylab-challenge relativistic-gan rsgan
Last synced: 02 Dec 2024
https://github.com/jiauzhang/tracking-arxiv
微信公众号：机器感知 | Tracking the Latest Arxiv Papers
diffusion gan nerf text-to-image transformer
Last synced: 25 Dec 2024
https://github.com/thisisiron/spectral_normalization-tf2
🌈 Spectral Normalization implemented as Tensorflow 2
gan keras spectral-normalization tensorflow tensorflow2 tf2
Last synced: 08 Nov 2024
https://github.com/jonbruner/ezgan
An extremely simple generative adversarial network, built with TensorFlow
gan generative-adversarial-network tensorflow
Last synced: 11 Nov 2024
https://github.com/mingtaoguo/learning-residual-images-for-face-attribute-manipulation
The code of the paper 'Learning-Residual-Images-for-Face-Attribute-Manipulation' is implemented by TensorFlow
face-attribute-manipulation gan learning-residual-image remove-glasses tensorflow
Last synced: 20 Nov 2024
https://github.com/adriacabeza/human-extractor
:bust_in_silhouette: Cutting people out automatically using Image translation's architecture Pix2Pix
adversarial-machine-learning computer-vision gan google-colab pix2pix pix2pix-tensorflow python retodotcsv2080super tensorflow tensorflow-2
Last synced: 12 Nov 2024
https://github.com/aliaksandrsiarohin/wc-gan
Whitening and Coloring transform for GANs
coloring-transform gan whitening
Last synced: 30 Nov 2024
https://github.com/adriacabeza/Human-Extractor
:bust_in_silhouette: Cutting people out automatically using Image translation's architecture Pix2Pix
adversarial-machine-learning computer-vision gan google-colab pix2pix pix2pix-tensorflow python retodotcsv2080super tensorflow tensorflow-2
Last synced: 26 Oct 2024
https://github.com/podgorskiy/stylegancpp
Unofficial implementation of StyleGAN's generator
cpp deep-learning gan generative-adversarial-network stylegan
Last synced: 12 Nov 2024
https://github.com/airaria/gan_hanzi
Generating (fake) Chinese characters using GAN
deep-learning gan keras tensorflow
Last synced: 11 Nov 2024
https://github.com/musyoku/improved-gan
Chainer implementation of GAN / Deep Convolutional GAN (DCGAN) based on "Improved Techniques for Training GANs"
Last synced: 03 Nov 2024
https://github.com/hourout/gan-keras
tensorflow2.x implementations of Generative Adversarial Networks.
deep-learning gan gan-keras generative-adversarial-networks keras keras-implementations neural-networks tensorflow-gan
Last synced: 05 Nov 2024
https://github.com/leocvml/CycleGAN-gluon-mxnet
this repo attemps to reproduce Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks(CycleGAN) use gluon reimplementation
computer-graphics computer-vision cyclegan gan generative-adversarial-network gluon iccv-2017 mxnet
Last synced: 08 Nov 2024
https://github.com/Hourout/GAN-keras
tensorflow2.x implementations of Generative Adversarial Networks.
deep-learning gan gan-keras generative-adversarial-networks keras keras-implementations neural-networks tensorflow-gan
Last synced: 13 Nov 2024
https://github.com/sshh12/inverse-style-gan
Looking up a generative latent vectors from (face) reference images.
deepfake face-recognition gan inverse-gan stylegan
Last synced: 27 Oct 2024
https://github.com/woctezuma/steam-stylegan2-ada
Train a StyleGAN2-ADA 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 stylegan stylegan-model stylegan2 stylegan2-ada
Last synced: 06 Dec 2024
https://github.com/neka-nat/image_completion_tf2
"Globally and Locally Consistent Image Completion" with Tensorflow2 Keras
deep-learning gan image-completion keras tensorflow tensorflow2
Last synced: 28 Oct 2024
https://github.com/woctezuma/steam-stylegan2
Train a StyleGAN2 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 stylegan2
Last synced: 06 Dec 2024
https://github.com/arquestro/ugan-pytorch
Color restoration of underwater images with UGAN, implemented with PyTorch.
color-restoration gan pytorch underwater-images
Last synced: 19 Oct 2024
https://github.com/orgoro/style-vae
Implementation of VAE and Style-GAN Architecture Achieving State of the Art Reconstruction
celeba gan generative-model perceptual-losses style-gan tensorflow vae
Last synced: 22 Oct 2024
https://github.com/lukoshkin/text2video
Text to Video Generation Problem
convgru dl gan text-processing text-to-video video-generation
Last synced: 07 Nov 2024
https://github.com/lukasmosser/deepflow
Pytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"
automatic-differentiation gan generative-adversarial-network geophysics partial-differential-equations pytorch
Last synced: 08 Nov 2024
https://github.com/gretelai/trainer
Simple interface to synthesize complex and highly dimensional datasets using Gretel APIs.
data-generation deep-learning gan gans language-model machine-learning synthetic-data
Last synced: 05 Nov 2024
https://github.com/shekkizh/ebgan.tensorflow
Tensorflow implementation of Energy Based Generative Adversarial Networks (EBGAN)
Last synced: 13 Nov 2024
https://github.com/rickiepark/generative_deep_learning_2nd_edition
<만들면서 배우는 생성 AI 2판>의 코드 저장소
deep-learning gan generative-ai gpt multimodal stable-diffusion transformer vae
Last synced: 21 Dec 2024
https://github.com/soumik12345/pix2pix
Image to Image Translation using Conditional GANs (Pix2Pix) implemented using Tensorflow 2.0
activation-functions cityscapes conditional-gan gan google-maps image-translation keras mish pix2pix tensorflow tensorflow-pix2pix
Last synced: 07 Jan 2025
https://github.com/valentingol/gan-face-editing
Face attribute manipulation with GAN for automatic data augmentation or individual editing.
data-augmentation deep-learning face-attribute-manipulation face-editing gan pytorch stylegan2
Last synced: 28 Oct 2024
https://github.com/mingtaoguo/biggan-tensorflow
Reimplementation of the Paper: Large Scale GAN Training for High Fidelity Natural Image Synthesis
biggan gan spectral-normalization tensorflow
Last synced: 20 Nov 2024
https://github.com/weslynn/100-days-of-ai-code
100 Days of Artificial Intelligence Coding。人工智能100天. 100张知识卡片，100篇经典中英对照论文 100份代码 python+pytorch配置。
Last synced: 18 Jan 2025
https://github.com/mseitzer/csmri-refinement
Code for "Adversarial and Perceptual Refinement Compressed Sensing MRI Reconstruction"
compressed-sensing deep-learning gan generative-adversarial-networks mri-reconstruction perceptual-quality
Last synced: 14 Oct 2024
https://github.com/mingtaoguo/srgan-with-wgan-loss-tensorflow
SRGAN (super resolution generative adversarial networks) with WGAN loss function in TensorFlow
gan srgan superresolution tensorflow
Last synced: 20 Nov 2024
https://github.com/VinAIResearch/QC-StyleGAN
QC-StyleGAN - Quality Controllable Image Generation and Manipulation (NeurIPS 2022)
degradation-synthesis gan gan-inversion image-editing image-generation image-manipulation image-restoration stylegan
Last synced: 04 Nov 2024
https://github.com/christopher-beckham/binary_gan_demo
celeba celeba-dataset gan generative-adversarial-network pytorch
Last synced: 29 Oct 2024
https://github.com/kok202/apollogan
[pytorch] music generation project by GAN network
dcgan deep-learning gan music-composition pytorch
Last synced: 16 Nov 2024
https://github.com/lucasjinreal/pytorch_cycle_gan
CycleGAN with Productive Generate APIs. Generate Any Image from Your Transfer Model.
cyclegan gan pytorch style-transfer
Last synced: 06 Nov 2024
https://github.com/benckx/dcgan-for-psychonauts
Use DCGAN to create trippy videos
convolution convolutional-neural-networks creative-coding dcgan dcgan-tensorflow gan image-generation tensorflow video-generation
Last synced: 23 Nov 2024
https://github.com/Faldict/CapsuleGAN
An Experimental Implementation for CapsuleGAN.
Last synced: 02 Nov 2024
https://github.com/emptymalei/deep-learning
time series forecasting with deep learning
contrastive-model deep-learning forecasting gan generative-model machine-learning python self-supervised-learning
Last synced: 27 Oct 2024
https://github.com/vita-group/gan-lth
[ICLR 2021] "GANs Can Play Lottery Too" by Xuxi Chen, Zhenyu Zhang, Yongduo Sui, Tianlong Chen
gan generative-adversarial-network lottery-ticket-hypothesis pruning transfer
Last synced: 16 Nov 2024
https://github.com/yeyupiaoling/paddlepaddlecourse
《PaddlePaddle从入门到实战》源码
android cnn deel-learning dq gan image-classification lstm paddlepaddle rnn text-classification
Last synced: 23 Oct 2024
https://github.com/rvinas/adversarial-gene-expression
Adversarial generation of gene expression data using Generative Adversarial Networks
adversarial-machine-learning adversarial-networks bioinformatics e-coli gan gene-expression gene-regulatory-network generative-adversarial-network keras machine-learning tensorflow
Last synced: 27 Oct 2024
https://github.com/hwalsuklee/tensorflow-gan-1d-gaussian-ex
Tensorflow implementation of Generative Adversarial Network for approximating a 1D Gaussian distribution
1d-gaussian gan generative-adversarial-networks tensorflow tutorial
Last synced: 14 Oct 2024
https://github.com/arthurfdlr/ganightsky
🌌The Jupyter Notebook behind ThisNightSkyDoesNotExist - Train a StyleGan2-ADA on a custom image dataset scrapped from Instagram!
gan generative-adversarial-network generative-model google-colab stylegan2-ada
Last synced: 14 Nov 2024
https://github.com/gsurma/mono_depth_estimator
Mono depth estimation for self-driving cars 🚗
ai artificial-intelligence computer-graphics computer-vision deep-learning depth-estimation depth-prediction gan image-to-image-translation jupyter-notebook keras machine-learning mono-depth pix2pix pix2pix-tensorflow python self-driving-car stereo-matching stereo-vision
Last synced: 18 Nov 2024
https://github.com/jeanjerome/semisupervised_timeseries_infogan
A tensorflow implementation of informative generative adversarial network (InfoGAN ) to one dimensional ( 1D ) time series data with a supervised loss function. So it's called semisupervised Info GAN.
data-augmentation gan python tensorflow time-series
Last synced: 11 Oct 2024
https://github.com/nhynes/abc
SeqGAN but with more bells and whistles
deep-reinforcement-learning gan pytorch seqgan
Last synced: 28 Oct 2024
