Projects in Awesome Lists tagged with gan

https://github.com/lquirosd/P2PaLA

Page to PAGE Layout Analysis Tool

computer-vision deep-neural-networks document-layout-analysis gan generative-adversarial-network handwritten-text-recognition image-segmentation page-xml pix2pix pytorch

Last synced: 03 Nov 2024

https://github.com/maum-ai/phaseaug

ICASSP 2023 Accepted

gan speech-synthesis vocoder

Last synced: 01 Jan 2025

https://github.com/rlaphoenix/VSGAN

PyTorch-based Super-Resolution and Restoration Image Processing Module for VapourSynth

deep-learning editing esrgan gan image-manipulation python pytorch restoration upscaling vapoursynth

Last synced: 03 Nov 2024

https://github.com/williamyang1991/GP-UNIT

[CVPR 2022] Unsupervised Image-to-Image Translation with Generative Prior

biggan cvpr2022 gan image-to-image-translation

Last synced: 05 Nov 2024

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

A minimal implementaion (less than 150 lines of code with visualization) of DCGAN/WGAN in PyTorch with jupyter notebooks

gan wgan

Last synced: 19 Dec 2024

https://github.com/descriptinc/cargan

Official repository for the paper "Chunked Autoregressive GAN for Conditional Waveform Synthesis"

audio autoregression gan vocoder

Last synced: 02 Oct 2024

https://github.com/mahmoodlab/nucleisegmentation

cGAN-based Multi Organ Nuclei Segmentation

cgan gan histopathology nuclei pathology segmentation

Last synced: 03 Jan 2025

https://github.com/ethanhe42/gan-mnist

Generative Adversarial Network for MNIST with tensorflow

dcgan-model deep-learning face gan generative-adversarial-network mnist tensorflow

Last synced: 31 Dec 2024

https://github.com/mfrashad/ClothingGAN

AI-Powered Clothing Design Generator

fashion gan generative-model

Last synced: 05 Nov 2024

https://github.com/sihyun-yu/digan

Official PyTorch implementation of Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks (ICLR 2022).

gan implicit-neural-representation inr video-generation

Last synced: 04 Nov 2024

https://github.com/csinva/gan-vae-pretrained-pytorch

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

ai cifar cnn convolutional-neural-networks dcgan deep-learning gan gans generative-adversarial-network generative-adversarial-networks machine-learning ml mnist neural-network pretrained pretrained-models python pytorch pytorch-implementation statistics

Last synced: 19 Dec 2024

https://github.com/snap-research/cat

[CVPR 2021] Teachers Do More Than Teach: Compressing Image-to-Image Models (CAT)

compression cyclegan deep-learning gan gaugan image-to-image pix2pix pytorch

Last synced: 20 Dec 2024

https://github.com/snap-research/CAT

[CVPR 2021] Teachers Do More Than Teach: Compressing Image-to-Image Models (CAT)

compression cyclegan deep-learning gan gaugan image-to-image pix2pix pytorch

Last synced: 28 Nov 2024

https://github.com/znxlwm/tensorflow-mnist-gan-dcgan

Tensorflow implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Netwokrs for MNIST dataset.

dcgan gan generative-adversarial-network mnist tensorflow

Last synced: 19 Dec 2024

https://github.com/StefanDenn3r/Unsupervised_Anomaly_Detection_Brain_MRI

Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study

anomaly-detection autoencoder deep-learning gan mri segmentation unsupervised-learning variational-autoencoder

Last synced: 26 Oct 2024

https://github.com/adobe-research/sam_inversion

[CVPR 2022] GAN inversion and editing with spatially-adaptive multiple latent layers

computer-graphics computer-vision deep-learning gan generative-adversarial-network image-manipulation machine-learning pytorch

Last synced: 20 Dec 2024

https://github.com/ivanbongiorni/gan-rnn_timeseries-imputation

Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.

cnn forecasting gan machine-learning python rnn seq2seq tensorflow tensorflow2

Last synced: 19 Dec 2024

https://github.com/awjuliani/Pix2Pix-Film

An implementation of Pix2Pix in Tensorflow for use with frames from films

gan pix2pix tensorflow

Last synced: 27 Nov 2024

https://github.com/awjuliani/pix2pix-film

An implementation of Pix2Pix in Tensorflow for use with frames from films

gan pix2pix tensorflow

Last synced: 17 Nov 2024

https://github.com/ahkarami/great-deep-learning-tutorials

A Great Collection of Deep Learning Tutorials and Repositories

computer-vision deep-learning deep-learning-tutorial deep-neural-networks gan machine-learning nlp

Last synced: 13 Nov 2024

https://github.com/mostafaelaraby/wavegan-pytorch

Pytorch Implementation of wavegan model to generate audio

ai-music gan music-generation pytorch wavegan wavegan-pytorch

Last synced: 19 Dec 2024

https://github.com/t04glovern/aws-s3-cat-images

Generating Cat images using StyleGAN

ai gan nn sagemaker stylegan stylegan-model

Last synced: 24 Nov 2024

https://github.com/foivospar/NED

PyTorch implementation for NED (CVPR 2022). It can be used to manipulate the facial emotions of actors in videos based on emotion labels or reference styles.

3dmm cvpr2022 deepfakes emotion expression-manipulation face face-edit gan image-generation pytorch talking-head

Last synced: 17 Nov 2024

https://github.com/jonathanraiman/tensorflow-infogan

:dolls: InfoGAN: Interpretable Representation Learning

chairs-dataset computer-vision gan generative-adversarial-network infogan mnist neural-network python tensorflow

Last synced: 21 Nov 2024

https://github.com/dr413677671/promptgallery-stable-diffusion-webui

A prompt cookbook worked as stable-diffusion-webui extenstions.

computer-vision deep-learning gan gradio image-generation stable-diffusion stable-diffusion-webui stable-diffusion-webui-plugin vuejs

Last synced: 20 Dec 2024

https://github.com/dr413677671/PromptGallery-stable-diffusion-webui

A prompt cookbook worked as stable-diffusion-webui extenstions.

computer-vision deep-learning gan gradio image-generation stable-diffusion stable-diffusion-webui stable-diffusion-webui-plugin vuejs

Last synced: 25 Nov 2024

https://github.com/CDOTAD/AlphaGAN-Matting

This project is an unofficial implementation of AlphaGAN: Generative adversarial networks for natural image matting published at the BMVC 2018

gan matting pytorch

Last synced: 15 Nov 2024

https://github.com/jwyang/lr-gan.pytorch

Pytorch code for our ICLR 2017 paper "Layered-Recursive GAN for image generation"

gan unsupervised-learning

Last synced: 19 Nov 2024

https://github.com/znxlwm/tensorflow-mnist-cgan-cdcgan

Tensorflow implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Adversarial Networks (cDCGAN) for MANIST dataset.

cgan conditional-gan gan generative-adversarial-network mnist tensorflow

Last synced: 23 Nov 2024

https://github.com/xingangpan/shadegan

Code for ShadeGAN (NeurIPS2021)

3d-aware-image-synthesis deep-learning gan generative-adversarial-network

Last synced: 27 Oct 2024

https://github.com/bryandlee/stylegan2-encoder-pytorch

PyTorch Implementation of In-Domain GAN Inversion for StyleGAN2

gan image-generation

Last synced: 11 Nov 2024

https://github.com/yogeshbalaji/Generate_To_Adapt

Implementation of "Generate To Adapt: Aligning Domains using Generative Adversarial Networks"

deep-learning domain-adaptation gan machine-learning

Last synced: 15 Nov 2024

https://github.com/ncsoft/avocodo

Official implementation of "Avocodo: Generative Adversarial Network for Artifact-Free Vocoder" (AAAI2023)

avocodo gan pytorch vocoder

Last synced: 13 Nov 2024

https://github.com/cluebenchmark/electra

中文预训练 ELECTRA 模型: 基于对抗学习 pretrain Chinese Model

adversarial-networks albert bert electra gan language-model pretrained-models

Last synced: 03 Jan 2025

https://github.com/felixmohr/deep-learning-with-python

Example projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.

dcgan deep-learning gan generative-adversarial-network lstm neural-networks python python3 style-transfer tensorflow tensorflow-tutorials vae variational-autoencoder

Last synced: 26 Sep 2024

https://github.com/AAnoosheh/ComboGAN

cyclegan domain-adaptation gan image-manipulation neural-network

Last synced: 02 Nov 2024

https://github.com/zalandoresearch/psgan

Periodic Spatial Generative Adversarial Networks

dcgan gan generative-adversarial-networks generative-model lasagne machine-learning python theano

Last synced: 10 Nov 2024

https://github.com/peteryuX/esrgan-tf2

ESRGAN (Enhanced Super-Resolution Generative Adversarial Networks, published in ECCV 2018) implemented in Tensorflow 2.0+. This is an unofficial implementation. With Colab.

colab colab-notebook esrgan esrgan-tf2 gan perceptual-losses sr super-resolution tensorflow tf2

Last synced: 27 Oct 2024

https://github.com/podgorskiy/gpnd

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

aae adversarial-autoencoders adversarial-learning anomaly-detection autoencoder deep-learning deep-neural-networks deep-novelty-detection gan generative-adversarial-network machine-learning mnist nips-2018 novelty-detection novelty-detector pdf probability pytorch

Last synced: 12 Nov 2024

https://github.com/jackaduma/cyclegan-vc3

Voice Conversion by CycleGAN (语音克隆/语音转换)：CycleGAN-VC3

aigc cyclegan cyclegan-vc cyclegan-vc2 cyclegan-vc3 gan pytorch pytorch-implementation voice-cloning voice-conversion

Last synced: 11 Nov 2024

https://github.com/gusgad/capsule-GAN

Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".

capsnet capsule-network gan generative-adversarial-network keras python

Last synced: 28 Oct 2024

https://github.com/donydchen/sem2nerf

👩🏼‍🦰😺[ECCV'22] Official PyTorch Implementation of Sem2NeRF: Converting Single-View Semantic Masks to NeRFs

eccv-2022 eccv2022 gan image-generation image-manipulation image-to-image image-translation nerf pytorch semantic-to-nerf

Last synced: 16 Nov 2024

https://github.com/bojone/o-gan

O-GAN: Extremely Concise Approach for Auto-Encoding Generative Adversarial Networks

encoder gan vae

Last synced: 14 Nov 2024

https://github.com/thomasjhuang/deep-learning-for-document-dewarping

An application of high resolution GANs to dewarp images of perturbed documents

document gan ocr ocr-recognition pix2pix

Last synced: 26 Oct 2024

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

Pytorch implementation of pix2pix for various datasets.

cgan conditional-gan gan generative-adversarial-networks generative-model image-translation pix2pix pytorch unet

Last synced: 23 Nov 2024

https://github.com/zpdesu/ii2s

Improved StyleGAN Embedding: Where are the Good Latents?

deeo-learning gan generative-model image-embedding

Last synced: 15 Nov 2024

https://github.com/lilianweng/unified-gan-tensorflow

A Tensorflow implementation of GAN, WGAN and WGAN with gradient penalty.

dcgan-tensorflow gan tensorflow wgan wgan-gp

Last synced: 29 Nov 2024

https://github.com/eezkni/UEGAN

[TIP-2020] Pytorch implementation of "Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network"

compter-vision enhancement-and-restoration gan generative-adversarial-network image-manipulation unsupervised-learning

Last synced: 26 Oct 2024

https://github.com/advimman/deep-landscape

Official repository for the paper "DeepLandscape: Adversarial Modeling of Landscape Videos" (ECCV2020)

deep-learning gan generative-adversarial-network reenactment video-generation

Last synced: 11 Nov 2024

https://github.com/marcbelmont/gan-image-similarity

InfoGAN inspired neural network trained on zap50k images (using Tensorflow + tf-slim). Intermediate layers of the discriminator network are used to do image similarity.

Last synced: 15 Nov 2024

https://github.com/sanghoon/tf-exercise-gan

Tensorflow implementation of different GANs and their comparisions

began celeba dcgan evaluation gan gan-implementations gang-of-gans madgan mnist wgan

Last synced: 02 Nov 2024

https://github.com/lzhbrian/metrics

IS, FID score Pytorch and TF implementation, TF implementation is a wrapper of the official ones.

api commandline fid frechet-distance frechet-inception-distance gan inception inception-score is metrics pytorch tensorflow

Last synced: 07 Nov 2024

https://github.com/Vermeille/Torchelie

Torchélie is a set of utility functions, layers, losses, models, trainers and other things for PyTorch.

gan loss perceptual pytorch torch utils vqvae

Last synced: 12 Nov 2024

https://github.com/andi611/zerospeech-tts-without-t

A Pytorch implementation for the ZeroSpeech 2019 challenge.

adversarial-learning asr autoencoder automatic-speech-recognition gan text-to-speech tts tts-without-t zerospeech

Last synced: 07 Nov 2024

https://github.com/zalandoresearch/spatial_gan

Spatial Generative Adversarial Networks

dcgan gan generative-adversarial-network lasagne machine-learning python theano

Last synced: 10 Nov 2024

https://github.com/xinario/sagan

Sharpness-aware Low Dose CT Denoising Using Conditional Generative Adversarial Network

computed-tomography convolutional-neural-networks deep-learning denoising gan generative-adversarial-network image-to-image-translation kaggle low-dose

Last synced: 10 Nov 2024

https://github.com/vita-group/gan-slimming

[ECCV 2020] "All-in-One GAN Compression by Unified Optimization" by Haotao Wang, Shupeng Gui, Haichuan Yang, Ji Liu, and Zhangyang Wang

compression cyclegan gan pytorch

Last synced: 16 Nov 2024

https://github.com/greenelab/sprint_gan

Privacy-preserving generative deep neural networks support clinical data sharing

data-sharing differential-privacy gan generative-adversarial-network neural-network supplement

Last synced: 13 Nov 2024

https://github.com/21-projects-for-deep-learning/MyBook

cnn deeplearning deeplearningbook gan keras lstm rnn tensorflow

Last synced: 27 Oct 2024

https://github.com/hep-lbdl/CaloGAN

Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation

atlas calogan calorimeter cern deep-learning gan generative-adversarial-network hep high-energy-physics machine-learning physics

Last synced: 30 Oct 2024

https://github.com/shi-labs/stylenat

New flexible and efficient image generation framework that sets new SOTA on FFHQ-256 with FID 2.05, 2022

gan image-generation neighborhood-attention

Last synced: 24 Nov 2024

https://github.com/sibozhang/Speech2Video

Code for ACCV 2020 "Speech2Video Synthesis with 3D Skeleton Regularization and Expressive Body Poses"

3d accv aigc body computer-vision face gan generative-ai gesture hand pose rnn simulation speech speech2video-synthesis talking-head talking-heads video

Last synced: 17 Nov 2024

https://github.com/williamyang1991/tet-gan

[AAAI 2019] TET-GAN: Text Effects Transfer via Stylization and Destylization

aaai2019 gan style-transfer text-effect text-effects

Last synced: 30 Dec 2024

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

Chainer implementation of Wasserstein GAN

chainer dcgan gan wgan

Last synced: 03 Nov 2024

https://github.com/iliasprc/deep-fakes

deepfake-dataset deepfake-detection deepfake-videos deepfakes deepfakes-classification deepfakes-materials gan generative-adversarial-network

Last synced: 20 Nov 2024

https://github.com/eveningglow/multitask-CycleGAN

Pytorch implementation of multitask CycleGAN with auxiliary classification loss

computer-vision cyclegan deep-learning gan generative-adversarial-network image-translation pytorch

Last synced: 15 Nov 2024

https://github.com/orobix/visual-feature-attribution-using-wasserstein-gans-pytorch

Implementation of Visual Feature Attribution using Wasserstein GANs (VAGANs, https://arxiv.org/abs/1711.08998) in PyTorch

anomaly-detection cnn gan python pytorch vgan

Last synced: 11 Nov 2024

https://github.com/rickiepark/python-machine-learning-book-3rd-edition

<머신 러닝 교과서 3판>의 코드 저장소

classification convolutional-neural-network deep-learning gan keras machine-learning neural-network notebooks recurrent-neural-networks regression reinforcement-learning scikit-learn supervised-learning tensorflow unsupervised-learning

Last synced: 21 Dec 2024

https://github.com/tlatkowski/inpainting-gmcnn-keras

Keras implementation of "Image Inpainting via Generative Multi-column Convolutional Neural Networks" paper published at NIPS 2018

cnn computer-vision convolutional-neural-networks deep-learning deep-neural-networks gan generative-adversarial-network image-inpainting improved-wasserstein improved-wgan inpainting keras neurips-2018 nips-2018 nvidia places365 python3 tensorflow wasserstein-gan wgan-gp

Last synced: 01 Nov 2024

https://github.com/jonasricker/diffusion-model-deepfake-detection

[VISAPP2024] Towards the Detection of Diffusion Model Deepfakes

deepfake-detection deepfakes diffusion-models gan pytorch

Last synced: 31 Dec 2024

https://github.com/sony/san

PyTorch implementation of slicing adversarial network (SAN)

deep-generative-model gan generative-model machine-learning optimal-transport pytorch sliced-wasserstein-distance wasserstein-distance

Last synced: 15 Nov 2024

https://github.com/luoxier/CycleGAN_Tensorlayer

Re-implement CycleGAN in Tensorlayer

cyclegan gan resize-convolution tensorlayer

Last synced: 30 Oct 2024

https://github.com/tokestermw/text-gan-tensorflow

TensorFlow GAN implementation using Gumbel Softmax

artificial-intelligence deep-learning gan gumbel-softmax language-model python tensorflow tensorflow-gan

Last synced: 07 Nov 2024

https://github.com/hwalsuklee/tensorflow-mnist-aae

Tensorflow implementation of adversarial auto-encoder for MNIST

aae adversarial-autoencoders adversarial-networks autoencoder gan manifold manifold-learning mnist tensorflow vae

Last synced: 14 Oct 2024

https://github.com/maluuba/geneva

Code to train and evaluate the GeNeVA-GAN model 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 dialogue gan generative-adversarial-networks generative-neural-visual-artist geneva geneva-gan i-clevr iccv iccv-2019 iccv2019 interactive-generative-art interactive-image-generation keep-drawing-it tell-draw-repeat

Last synced: 16 Nov 2024

https://github.com/ofnote/tryongan

TryOnGAN: Unofficial Implementation

deep-learning fashion gan generative-adversarial-network pytorch viton

Last synced: 16 Nov 2024

https://github.com/lddl/gan-go

Generative Adversarial Network in Go via Gorgonia

deep-learning gan generative-adversarial-network gorgonia machine-learning neural-network neural-networks

Last synced: 21 Nov 2024

https://github.com/mingtaoguo/chinese-character-and-calligraphic-image-processing

Some interesting method like style transfer, GAN, deep neural networks for Chinese character and calligraphic image processing

calligraphy chinese-characters gan styletransfer zi2zi

Last synced: 20 Nov 2024

https://github.com/zurutech/ashpy

TensorFlow 2.0 library for distributed training, evaluation, model selection, and fast prototyping.

classification deep-learning gan keras-tensorflow machine-learning pix2pix tensorflow tensorflow2 training

Last synced: 11 Oct 2024

https://github.com/marload/gans-tensorflow2

🚀 Variants of GANs most easily implemented as TensorFlow2. GAN, DCGAN, LSGAN, WGAN, WGAN-GP, DRAGAN, ETC...

dcgan deeplearning gan generative-adversarial-network lsgan ssgan tensorflow tensorflow2 tf tf2 wgan wgan-gp

Last synced: 30 Nov 2024

https://github.com/mukosame/aoda

Official implementation of "Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis"(WACV 2022/CVPRW 2021)

computer-vision cvpr cvpr2021 deep-learning gan gans image-generation image-manipulation image2image open-domain pytorch sketch wacv wacv2022

Last synced: 07 Nov 2024

https://github.com/norod/my-colab-experiments

A repository for sharing ipynb's of my experiments with ML. Some notebooks are 'old' by now and might no longer work 'out of the box'.

gan ipynb-jupyter-notebook ipynb-notebook ml stylegan

Last synced: 27 Sep 2024

https://github.com/vita-group/ultra-data-efficient-gan-training

[NeurIPS'21] "Ultra-Data-Efficient GAN Training: Drawing A Lottery Ticket First, Then Training It Toughly", Tianlong Chen, Yu Cheng, Zhe Gan, Jingjing Liu, Zhangyang Wang

augmentation data-efficient data-efficient-gan-training gan generative-adversarial-network lottery-ticket-hypothesis

Last synced: 16 Nov 2024

https://github.com/bes-dev/pytorch_clip_guided_loss

A simple library that implements CLIP guided loss in PyTorch.

deep-learning gan image-synthesis neural-art synthetic-media vqgan-clip

Last synced: 27 Nov 2024

https://github.com/salu133445/ismir2019tutorial

Website for tutorial "Generating Music with GANs: An Overview and Case Studies"

gan generative-adversarial-network machine-learning music music-generation pytorch

Last synced: 29 Oct 2024

https://github.com/tlatkowski/gans-2.0

Generative Adversarial Networks in TensorFlow 2.0

cifar-10 cifar10 conditional-gan cyclegan deep-learning fashion-mnist fashionmnist gan generative-adversarial-network mnist mnist-classification python python3 style-transfer tensorflow tensorflow-2 tensorflow-examples tensorflow-models tensorflow2 vanilla-gan

Last synced: 12 Nov 2024

https://github.com/natowi/deep-learning-applications-with-gui

List of FOSS Deep Learning Applications with GUI and/or CLI

ai ai-tools cnn colorization deep-learning foss-deep-learning gan generative-adversarial-network gtp gui gui-application list llm stable-diffusion ui upscaling

Last synced: 29 Nov 2024

https://github.com/xiaoyiT/Course-Project---Speech-Driven-Facial-Animation

ECE 535 - Course Project, Deep Learning Framework

cnn deep-learning gan rnn tensorflow

Last synced: 15 Nov 2024

https://github.com/zsdonghao/Unsup-Im2Im

Unsupervised Image to Image Translation with Generative Adversarial Networks

deep-learning gan generative-adversarial-network image-to-image tensorflow tensorlayer

Last synced: 30 Oct 2024

https://github.com/ghaiszaher/foggy-cyclegan

Fog Simulation using Generative Adversarial Networks (GAN). This code is the implementation of the master thesis Simulating Weather Conditions on Digital Images. It uses a modified CycleGAN model to synthesize fog on clear images.

cyclegan cyclegan-tensorflow deep-learning dissertation fog gan generative-adversarial-network image-processing msc-thesis simulating-weather-conditions