stylegan2

There are 15 repositories under stylegan2 topic.

PaddlePaddle / PaddleGAN
PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.
gan cyclegan pix2pix super-resolution image-generation image-editing motion-transfer photo2cartoon psgan resolution wav2lip gpen first-order-motion-model realsr edvr basicvsrplusplus stylegan2 animeganv2
Language:Python 8050
BasicSR
XPixelGroup / BasicSR
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.
basicsr basicvsr dfdnet ecbsr edsr edvr esrgan pytorch rcan restoration srgan srresnet stylegan2 super-resolution swinir
Language:Python 7749
VToonify
williamyang1991 / VToonify
[SIGGRAPH Asia 2022] VToonify: Controllable High-Resolution Portrait Video Style Transfer
face siggraph-asia style-transfer stylegan2 toonify video-style-transfer
Language:Jupyter Notebook 3588
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 3468
rosinality / stylegan2-pytorch
Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch
stylegan2
Language:Python 2822
DualStyleGAN
williamyang1991 / DualStyleGAN
[CVPR 2022] Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer
style-transfer face stylegan2 stylegan-image-manipulation toonify caricatures cvpr2022
Language:Jupyter Notebook 1684
wpeebles / gangealing
Official PyTorch Implementation of "GAN-Supervised Dense Visual Alignment" (CVPR 2022 Oral, Best Paper Finalist)
alignment computer-vision correspondence cvpr cvpr2022 deep-learning gan generative image-manipulation pytorch stylegan stylegan2 tracking
Language:Python 1013
mit-han-lab / anycost-gan
[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
computer-vision deep-learning computer-graphics generative-adversarial-network gan image-generation image-manipulation image-editing gans pytorch stylegan2
Language:Python 785
bes-dev / MobileStyleGAN.pytorch
An official implementation of MobileStyleGAN in PyTorch
stylegan2 stylegan2-pytorch openvino sylegan gan mobile-development image-synthesis
Language:Python 691
EndlessSora / focal-frequency-loss
[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis
generative-models loss-function frequency-domain frequency-analysis complementary autoencoder variational-autoencoder gan pix2pix spade loss image-reconstruction image-synthesis stylegan2 iccv2021 generative-adversarial-network generic image-generation
Language:Python 678
happy-jihye / Cartoon-StyleGAN
Fine-tuning StyleGAN2 for Cartoon Face Generation
animegan cartoongan gan stylegan2
Language:Jupyter Notebook 658
StyleGANEX
williamyang1991 / StyleGANEX
[ICCV 2023] StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces
face face-editing face-manipulation stylegan2
Language:Jupyter Notebook 526
rosinality / alias-free-gan-pytorch
Unofficial implementation of Alias-Free Generative Adversarial Networks. (https://arxiv.org/abs/2106.12423) in PyTorch
alias-free-gan stylegan2 gan
Language:Python 505
FusionBrainLab / HairFastGAN
[NeurIPS 2024] The official implementation of HairFastGAN. A framework for virtual hairstyle fitting.
face-editing generative-adversarial-network image-editing image-processing stylegan2
Language:Python 432
woctezuma / stylegan2-projecting-images
Projecting images to latent space with StyleGAN2.
google-colab google-colaboratory google-colab-notebook colab colaboratory colab-notebook gan generative-adversarial-network stylegan style-gan stylegan-model stylegan2
Language:Jupyter Notebook 299
HistoGAN
mahmoudnafifi / HistoGAN
Reference code for the paper HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms (CVPR 2021).
gan gans style-transfer image-editing color-transfer recoloring image-recoloring deep-learning deeplearning stylegan color-histogram histogram cvpr2021 cvpr pytorch style-transfer-algorithms style-transfers stylegan2 image-manipulation
Language:Jupyter Notebook 287
Yuxinn-J / Scenimefy
[ICCV 2023] Scenimefy: Learning to Craft Anime Scene via Semi-Supervised Image-to-Image Translation
anime iccv2023 style-transfer stylegan2
Language:Python 283
matthias-wright / flaxmodels
Pretrained deep learning models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.
stylegan2 gpt2 resnet vgg jax flax pretrained-models deep-learning
Language:Python 259
EndlessSora / DeceiveD
[NeurIPS 2021] Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data
generative-adversarial-network gan image-generation image-synthesis limited-data few-shot stylegan2 neurips-2021 generative-model
Language:Python 235
hila-chefer / TargetCLIP
[ECCV 2022] Official PyTorch implementation of the paper Image-Based CLIP-Guided Essence Transfer.
image-generation clip stylegan2 computer-graphics eccv2022 image-editing image-manipulation
Language:Jupyter Notebook 231
HideUnderBush / UI2I_via_StyleGAN2
Unsupervised image-to-image translation method via pre-trained StyleGAN2 network
stylegan2 image-translation pytorch
Language:Python 225
minyoungg / pix2latent
Code for: Transforming and Projecting Images into Class-conditional Generative Networks
pytorch cma-es inverting-images nevergrad biggan stylegan2 gan
Language:Python 194
SHI-Labs / FcF-Inpainting
[WACV 2023] Keys to Better Image Inpainting: Structure and Texture Go Hand in Hand
pytorch image-inpainting stylegan2 fast-fourier-convolution fcfgan
Language:Jupyter Notebook 190
sapphire497 / style-transformer
Official implementation for "Style Transformer for Image Inversion and Editing" (CVPR 2022)
generative-adversarial-network stylegan2 transformer attention-mechanism
Language:Python 181
FixNoise
LeeDongYeun / FixNoise
Official Pytorch Implementation for "Fix the Noise: Disentangling Source Feature for Controllable Domain Translation" (CVPR 2023, CVPRW 2022 Best paper)
stylegan2 gans generative-adversarial-networks stylegan
Language:Jupyter Notebook 177
rosasalberto / StyleGAN2-TensorFlow-2.x
Unofficial implementation of StyleGAN2 using TensorFlow 2.x.
stylegan2 tensorflow2
Language:Jupyter Notebook 143
parthsuresh / stylegan2-colab
StyleGAN2 - Colab Notebook containing code for training + visualization + projection
gan colab-notebook colab stylegan2
Language:Python 127
jgkwak95 / SURF-GAN
[ECCV 2022] Official Pytorch implementation of "Injecting 3D Perception of Controllable NeRF-GAN into StyleGAN for Editable Portrait Image Synthesis"
3d-aware-image-synthesis stylegan2 3d generative-adversarial-network neural-rendering eccv2022 toonify image-to-image-translation
Language:Python 126
giannisdaras / ilo
[ICML 2021] Official implementation: Intermediate Layer Optimization for Inverse Problems using Deep Generative Models
stylegan stylegan2 ilo stylegan-pytorch denoising super-resolution inpainting compressed-sensing
Language:Python 121
skyflynil / stylegan2
StyleGAN2 - Official TensorFlow Implementation with practical improvements
stylegan2 colab non-square
Language:Python 119
VinAIResearch / HyperInverter
HyperInverter: Improving StyleGAN Inversion via Hypernetwork (CVPR 2022)
cvpr2022 gan-inversion generative-adversarial-network image-interpolation image-manipulation stylegan-encoder stylegan-inversion stylegan2 stylegan2-ada
Language:Python 119
FusionBrainLab / StyleFeatureEditor
Official Implementation for "The Devil is in the Details: StyleFeatureEditor for Detail-Rich StyleGAN Inversion and High Quality Image Editing"
cvpr2024 face-editing generative-adversarial-networks image-editing image-processing stylegan2
Language:Jupyter Notebook 107
xrenaa / StyleSpace-pytorch
Implementation of StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation in PyTorch
stylegan2 stylegan
Language:Jupyter Notebook 98
MingtaoGuo / DragGAN_pytorch
Unofficial implementation of DragGAN with StyleGAN2/3 pretrained models
draggan gans stylegan2 stylegan3 image-editing
Language:Python 96
Charmve / VOGUE-Try-On
Personal repository for "VOGUE: Try-On by StyleGAN Interpolation Optimization" (CVPR 2021). SOTA results for garments to deform according to the given body shape, while preserving pattern and material details.
stylegan stylegan2 vogue try-on tryton charmve csail
Language:HTML 94
robgon-art / MachineRay
This is a project that uses AI to create abstract art. It is released under the CC BY-NC-SA license. See License.txt for details.
stylegan2 gan art artificial-intelligence neural-networks machine-learning abstract-art
Language:Jupyter Notebook 91

stylegan2

PaddlePaddle / PaddleGAN

XPixelGroup / BasicSR

williamyang1991 / VToonify

POSTECH-CVLab / PyTorch-StudioGAN

rosinality / stylegan2-pytorch

williamyang1991 / DualStyleGAN

wpeebles / gangealing

mit-han-lab / anycost-gan

bes-dev / MobileStyleGAN.pytorch

EndlessSora / focal-frequency-loss

happy-jihye / Cartoon-StyleGAN

williamyang1991 / StyleGANEX

rosinality / alias-free-gan-pytorch

FusionBrainLab / HairFastGAN

woctezuma / stylegan2-projecting-images

mahmoudnafifi / HistoGAN

Yuxinn-J / Scenimefy

matthias-wright / flaxmodels

EndlessSora / DeceiveD

hila-chefer / TargetCLIP

HideUnderBush / UI2I_via_StyleGAN2

minyoungg / pix2latent

SHI-Labs / FcF-Inpainting

sapphire497 / style-transformer

LeeDongYeun / FixNoise

rosasalberto / StyleGAN2-TensorFlow-2.x

parthsuresh / stylegan2-colab

jgkwak95 / SURF-GAN

giannisdaras / ilo

skyflynil / stylegan2

VinAIResearch / HyperInverter

FusionBrainLab / StyleFeatureEditor

xrenaa / StyleSpace-pytorch

MingtaoGuo / DragGAN_pytorch

Charmve / VOGUE-Try-On

robgon-art / MachineRay