stylegan3

There are 3 repositories under stylegan3 topic.

PyTorch-StudioGAN
POSTECH-CVLab / PyTorch-StudioGAN
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
pytorch deep-learning generative-adversarial-network biggan stylegan2 machine-learning stylegan2-ada stylegan3 data-efficient-gan-training clean-fid
Language:Python 3469
yuval-alaluf / stylegan3-editing
Official Implementation of "Third Time's the Charm? Image and Video Editing with StyleGAN3" (AIM ECCVW 2022) https://arxiv.org/abs/2201.13433
generative-adversarial-network stylegan stylegan3 stylegan-encoder image-editing
Language:Python 684
ouhenio / StyleGAN3-CLIP-notebooks
A collection of Jupyter notebooks to play with NVIDIA's StyleGAN3 and OpenAI's CLIP for a text-based guided image generation.
stylegan3 stylegan clip image-generation google-colab
Language:Jupyter Notebook 214
MingtaoGuo / DragGAN_pytorch
Unofficial implementation of DragGAN with StyleGAN2/3 pretrained models
draggan gans stylegan2 stylegan3 image-editing
Language:Python 96
younesbelkada / interfacegan
InterfaceGAN++: Exploring the limits of InterfaceGAN. In this repository, we propose an approach, termed as InterFaceGAN++, for semantic face editing based on the work from Shen et al. Specifically, we leverage the ideas from the previous work, by applying the method for new face attributes, and also for StyleGAN3. We qualitatively explain that moving the latent vector toward the trained boundaries leads in many cases to keeping the semantic information of the generated images (by preserving its local structure) and modify the desired attribute, thus helps to demonstrate the disentangled property of the StyleGANs.
deep-learning face-editing gan generative-adversarial-network stylegan stylegan2 stylegan3
Language:Python 66
rohit7044 / 3D-GANTex
3DGANTex: 3D Face Reconstruction with StyleGAN3-based Texture Synthesis from Multi-View Images
3d-face-reconstruction 3d-model 3ddfa gan latent-space stylegan3 texture-map
Language:Python 55
VinAIResearch / CREPS
Efficient Scale-Invariant Generator with Column-Row Entangled Pixel Synthesis (CVPR 2023)
generative-adversarial-network implicit-neural-representation scale-invariance stylegan3
Language:Python 32
syguan96 / Image2StyleGAN3
Inverse an image to the latent space of StyleGAN3
stylegan3 stylegan-inversion
Language:Python 28
ttop32 / ArcaneAnimeGAN
AnimeGAN2 trained on Arcane
pytorch torch anime animeganv2 animegan fastai blur alignment fine-tuning stylegan blending gan style-transfer image2image stylegan3 face-alignment animegan2 generative-adversarial-network arcanegan weight
Language:Jupyter Notebook 25
Dalageo / GANScapeGenerator
Generating Landscapes Using DCGAN and StyleGAN3 🏞️
dcgan deep-learning gan image-generation python pytorch stylegan3 nvidia nvidia-ngc stylegan
Language:Jupyter Notebook 12
miemie2013 / ncnn
ncnn implementation of StyleGAN2ADA and StyleGAN3.
ncnn stylegan stylegan2-ada stylegan3
Language:C++ 8
MDFahimAnjum / AliasFree-Diffusion-Models-PyTorch
This project investigates the integration of alias-free resampling techniques, inspired by StyleGAN3, into the UNet architecture of Diffusion models. Our approach focuses on improving model performance without introducing new trainable parameters, maintaining efficiency and simplicity.
diffusion-models rotate-image stylegan3
Language:Jupyter Notebook 7
lazerozen / reactive-stylegan-ndi
uses OSC to modify stylegan3 generation and sends result via NDI. Comes with a touchdsigner project.
python real-time stylegan3 touchdesigner
Language:Python 6
municola / robust-deepfake-detector
(2021) Robust Deepfake Detection project for the Deep Learning course at ETH. Authors: David Kamm, Nicolas Muntwyler, Alexander Timans, Moritz Vandenhirtz
stylegan3 robust-ai deepfake-detection adversarial-attacks
Language:Python 6
uselessai / person-reidentification
State-of-the-art https://arxiv.org/abs/2302.09119 https://intranet.matematicas.uady.mx/journal/index.php?c=50
augmentations data decoders gans generative-adversarial-network re-identification stylegan3
Language:Python 5
Atharva-Shah-2298 / DLS
The repository has scripts and notebooks to train generative models. We specifically aim to train histo-pathology images which are protected under HIPAA law, to make a robust dataset for future pathology computer vision endeavors.
autoencoder deep-learning deep-neural-networks pathology-image stylegan3 variational-autoencoder
Language:Jupyter Notebook 1
benjaminhr / phosphene
audio reactive visuals with StyleGAN
stylegan stylegan3
Language:Jupyter Notebook 1
jtabox / adversarial-bros
A Gradio app for creating bros face pics using BroGAN
bros faces stylegan3 brogan
Language:Python 1
oliverweissl / ConditionalStyleGANDatasets
Datasets formatted to be used for conditional StyleGAN v2 & v3.
dataset stylegan stylegan3
Language:Jupyter Notebook 1
Tollanador / stylegan3-fun
Modifications of the official PyTorch implementation of StyleGAN3, using PDillis's fork as base and incorporating code from other repo's, eg OSMR's blending
stylegan3 style-blending gan deep-neural-networks image-manipulation
Language:Python 1
alextimans / robust-deepfake-detector
'Robust Deepfake Detection' project for the Deep Learning course at ETH Zurich, 2021. Authors (alphabetic): David Kamm, Nicolas Muntwyler, Alexander Timans, Moritz Vandenhirtz.
adversarial-robustness deepfake-detection robust-ai stylegan3 synthetic-images
Language:Jupyter Notebook 0
edstoica / neuralColory_assets
StyleGAN3 and other neural network models of the berlin based visionary artist Michael "Colory" Krebs.
stylegan3 models training dataset real-esrgan artist
0
NicolaFarronato / lucid-sonic-dreams-sg3
lucid-sonic-dreams with Stylegan3 support
audio-reactive gan stylegan2 stylegan2-ada stylegan3
Language:Python 0
aibolem / stylegan3
Official PyTorch implementation of StyleGAN3
stylegan3
Language:Python
grid-stacks / StyleGAN3
Alias-Free Generative Adversarial Networks (StyleGAN3)
fastapi python3 stylegan3
Language:Python
leebri2n / transferGAN_eshaep
data-pipeline data-scraping dataset-generation gans generative-adversarial-networks generative-model machine-learning stylegan3 transfer-learning unsupervised-learning
Language:Python
mrhem0007 / third-time-charm
Because the world definitely needed another React dev's 3D experiments. Watch as I turn perfectly good WebGL into questionable entertainment. Side effects may include excessive GPU usage and mild confusion. 🎪
3d compiler cross-platform daisyui polymorphic portfolio prisma questionable-physics rollup source-to-source stylegan3 typescript vercel webgl
Wazhee / CXR-encoder
We use a cheXplain autoencoder architecture to encoder real chest x-ray images for counterfactual image generation
bias-mitigation chest-xray-images counterfactual-explanations encoder-decoder-architecture image-interpolation stylegan3
Language:Python
Wazhee / GCA
This repository is code for debiasing large chest X-ray datasets using StyleGAN3. We use code from HiddenInPlainSight repository to demonstrate our methods robustness agains adversarial attacks
augmentation bias-mitigation interpolation-techniques stylegan3
Language:Jupyter Notebook

stylegan3

POSTECH-CVLab / PyTorch-StudioGAN

yuval-alaluf / stylegan3-editing

ouhenio / StyleGAN3-CLIP-notebooks

MingtaoGuo / DragGAN_pytorch

younesbelkada / interfacegan

rohit7044 / 3D-GANTex

VinAIResearch / CREPS

syguan96 / Image2StyleGAN3

ttop32 / ArcaneAnimeGAN

Dalageo / GANScapeGenerator

miemie2013 / ncnn

MDFahimAnjum / AliasFree-Diffusion-Models-PyTorch

lazerozen / reactive-stylegan-ndi

municola / robust-deepfake-detector

uselessai / person-reidentification

Atharva-Shah-2298 / DLS

benjaminhr / phosphene

jtabox / adversarial-bros

oliverweissl / ConditionalStyleGANDatasets

Tollanador / stylegan3-fun

alextimans / robust-deepfake-detector

edstoica / neuralColory_assets

NicolaFarronato / lucid-sonic-dreams-sg3

aibolem / stylegan3

grid-stacks / StyleGAN3

leebri2n / transferGAN_eshaep

mrhem0007 / third-time-charm

Wazhee / CXR-encoder

Wazhee / GCA