generative-adversarial-network | Topic

Topic: "generative-adversarial-network"

XingangPan/DragGAN

Official Code for DragGAN (SIGGRAPH 2023)

Language: Python - Size: 33.2 MB - Last synced at: 20 days ago - Pushed at: about 1 year ago - Stars: 35,913 - Forks: 3,443

svc-develop-team/so-vits-svc 📦

SoftVC VITS Singing Voice Conversion

Language: Python - Size: 10.6 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 26,385 - Forks: 4,900

junyanz/pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

Language: Python - Size: 8.01 MB - Last synced at: 27 days ago - Pushed at: about 1 year ago - Stars: 24,042 - Forks: 6,451

microsoft/Bringing-Old-Photos-Back-to-Life

Bringing Old Photo Back to Life (CVPR 2020 oral)

Language: Python - Size: 40 MB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 15,529 - Forks: 2,067

hindupuravinash/the-gan-zoo

A list of all named GANs!

Language: Python - Size: 2.1 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 14,541 - Forks: 2,571

junyanz/CycleGAN

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

Language: Lua - Size: 12.2 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 12,643 - Forks: 1,961

phillipi/pix2pix

Image-to-image translation with conditional adversarial nets

Language: Lua - Size: 2.38 MB - Last synced at: 3 months ago - Pushed at: about 4 years ago - Stars: 10,358 - Forks: 1,722

advimman/lama

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

Language: Jupyter Notebook - Size: 8.52 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 8,804 - Forks: 937

MorvanZhou/PyTorch-Tutorial

Build your neural network easy and fast, 莫烦Python中文教学

Language: Jupyter Notebook - Size: 14.7 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 8,303 - Forks: 3,109

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

Language: Jupyter Notebook - Size: 31.3 MB - Last synced at: 22 days ago - Pushed at: 11 months ago - Stars: 7,167 - Forks: 1,080

NVIDIA/pix2pixHD

Synthesizing and manipulating 2048x1024 images with conditional GANs

Language: Python - Size: 54.4 MB - Last synced at: 8 days ago - Pushed at: 8 months ago - Stars: 6,782 - Forks: 1,412

nashory/gans-awesome-applications

Curated list of awesome GAN applications and demo

Size: 233 KB - Last synced at: 24 days ago - Pushed at: almost 2 years ago - Stars: 5,066 - Forks: 815

MorvanZhou/Tensorflow-Tutorial

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

Language: Python - Size: 37.1 MB - Last synced at: 24 days ago - Pushed at: over 4 years ago - Stars: 4,346 - Forks: 1,866

junyanz/iGAN

Interactive Image Generation via Generative Adversarial Networks

Language: Python - Size: 9.35 MB - Last synced at: 23 days ago - Pushed at: almost 5 years ago - Stars: 4,000 - Forks: 588

lucidrains/stylegan2-pytorch

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

Language: Python - Size: 4.91 MB - Last synced at: 1 day ago - Pushed at: 5 months ago - Stars: 3,775 - Forks: 586

mseitzer/pytorch-fid

Compute FID scores with PyTorch.

Language: Python - Size: 109 KB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 3,643 - Forks: 529

podgorskiy/ALAE

[CVPR2020] Adversarial Latent Autoencoders

Language: Python - Size: 203 MB - Last synced at: 23 days ago - Pushed at: over 4 years ago - Stars: 3,523 - Forks: 555

POSTECH-CVLab/PyTorch-StudioGAN

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

Language: Python - Size: 29.2 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 3,457 - Forks: 347

shaoanlu/faceswap-GAN

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

Language: Jupyter Notebook - Size: 2.16 MB - Last synced at: 24 days ago - Pushed at: about 3 years ago - Stars: 3,419 - Forks: 842

makegirlsmoe/makegirlsmoe_web

Create Anime Characters with MakeGirlsMoe

Language: JavaScript - Size: 51.9 MB - Last synced at: 24 days ago - Pushed at: over 2 years ago - Stars: 3,401 - Forks: 321

JiahuiYu/generative_inpainting

DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

Language: Python - Size: 13.4 MB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 3,380 - Forks: 792

eladrich/pixel2style2pixel

Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework

Language: Jupyter Notebook - Size: 90.8 MB - Last synced at: 24 days ago - Pushed at: over 2 years ago - Stars: 3,245 - Forks: 575

sdv-dev/SDV

Synthetic data generation for tabular data

Language: Python - Size: 31.6 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 3,026 - Forks: 365

dragen1860/Deep-Learning-with-PyTorch-Tutorials

深度学习与PyTorch入门实战视频教程配套源代码和PPT

Language: Python - Size: 87.2 MB - Last synced at: 23 days ago - Pushed at: over 5 years ago - Stars: 3,008 - Forks: 1,310

znxlwm/pytorch-generative-model-collections

Collection of generative models in Pytorch version.

Language: Python - Size: 124 MB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 2,631 - Forks: 541

knazeri/edge-connect

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

Language: Python - Size: 1.31 MB - Last synced at: 23 days ago - Pushed at: over 1 year ago - Stars: 2,573 - Forks: 533

taesungp/contrastive-unpaired-translation

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

Language: Python - Size: 17.5 MB - Last synced at: 23 days ago - Pushed at: almost 2 years ago - Stars: 2,348 - Forks: 427

Yutong-Zhou-cv/Awesome-Text-to-Image

(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

Size: 69.2 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 2,339 - Forks: 200

xinario/awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

Size: 154 KB - Last synced at: 8 days ago - Pushed at: about 3 years ago - Stars: 2,336 - Forks: 457

switchablenorms/CelebAMask-HQ

A large-scale face dataset for face parsing, recognition, generation and editing.

Language: Python - Size: 41.5 MB - Last synced at: 23 days ago - Pushed at: about 1 year ago - Stars: 2,217 - Forks: 356

paarthneekhara/text-to-image

Text to image synthesis using thought vectors

Language: Python - Size: 6.03 MB - Last synced at: 30 days ago - Pushed at: over 7 years ago - Stars: 2,168 - Forks: 398

GaParmar/img2img-turbo

One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more

Language: Python - Size: 31.1 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 2,046 - Forks: 236

prabhuomkar/pytorch-cpp

C++ Implementation of PyTorch Tutorials for Everyone

Language: C++ - Size: 501 KB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 2,045 - Forks: 269

Mukosame/Anime2Sketch

A sketch extractor for anime/illustration.

Language: Python - Size: 16.8 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 2,028 - Forks: 170

open-mmlab/mmgeneration

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

Language: Python - Size: 26.6 MB - Last synced at: 23 days ago - Pushed at: almost 2 years ago - Stars: 1,987 - Forks: 235

albertpumarola/GANimation

GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]

Language: Python - Size: 75.2 KB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 1,976 - Forks: 414

salu133445/musegan

An AI for Music Generation

Language: Python - Size: 71.8 MB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 1,943 - Forks: 387

lucidrains/gigagan-pytorch

Implementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of nearly a decade of research into GANs

Language: Python - Size: 1.04 MB - Last synced at: 24 days ago - Pushed at: 5 months ago - Stars: 1,895 - Forks: 108

harskish/ganspace

Discovering Interpretable GAN Controls [NeurIPS 2020]

Language: Jupyter Notebook - Size: 45.7 MB - Last synced at: 30 days ago - Pushed at: over 2 years ago - Stars: 1,791 - Forks: 267

CSAILVision/gandissect

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

Language: Python - Size: 25.4 MB - Last synced at: 1 day ago - Pushed at: about 4 years ago - Stars: 1,769 - Forks: 280

lucidrains/lightweight-gan

Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two

Language: Python - Size: 11.9 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 1,659 - Forks: 219

AgaMiko/data-augmentation-review

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

Size: 3.59 MB - Last synced at: 2 months ago - Pushed at: 10 months ago - Stars: 1,632 - Forks: 207

ydataai/ydata-synthetic

Synthetic data generators for tabular and time-series data

Language: Jupyter Notebook - Size: 16.4 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 1,544 - Forks: 248

junyanz/BicycleGAN

Toward Multimodal Image-to-Image Translation

Language: Python - Size: 30.1 MB - Last synced at: 29 days ago - Pushed at: almost 5 years ago - Stars: 1,503 - Forks: 253

descriptinc/descript-audio-codec

State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.

Language: Python - Size: 720 KB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 1,483 - Forks: 143

amrzv/awesome-colab-notebooks

Collection of google colaboratory notebooks for fast and easy experiments

Language: Python - Size: 1.88 MB - Last synced at: 24 days ago - Pushed at: about 1 month ago - Stars: 1,463 - Forks: 264

sdv-dev/CTGAN

Conditional GAN for generating synthetic tabular data.

Language: Python - Size: 1.83 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1,410 - Forks: 314

mit-han-lab/data-efficient-gans

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

Language: Python - Size: 33.9 MB - Last synced at: 30 days ago - Pushed at: 9 months ago - Stars: 1,307 - Forks: 176

aitorzip/PyTorch-CycleGAN

A clean and readable Pytorch implementation of CycleGAN

Language: Python - Size: 534 KB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 1,291 - Forks: 298

jayleicn/animeGAN

A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.

Language: Jupyter Notebook - Size: 16.2 MB - Last synced at: 29 days ago - Pushed at: almost 3 years ago - Stars: 1,284 - Forks: 197

davidADSP/Generative_Deep_Learning_2nd_Edition

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

Language: Jupyter Notebook - Size: 13.8 MB - Last synced at: 30 days ago - Pushed at: about 1 year ago - Stars: 1,271 - Forks: 493

sintel-dev/Orion

Unsupervised time series anomaly detection library

Language: Python - Size: 34.5 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 1,258 - Forks: 183

autonomousvision/giraffe

This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields"

Language: Python - Size: 29.5 MB - Last synced at: 29 days ago - Pushed at: over 3 years ago - Stars: 1,242 - Forks: 156

Khrylx/PyTorch-RL

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

Language: Python - Size: 30.5 MB - Last synced at: 29 days ago - Pushed at: over 4 years ago - Stars: 1,211 - Forks: 190

RubensZimbres/Repo-2017

My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

Language: Python - Size: 40.4 MB - Last synced at: 30 days ago - Pushed at: over 3 years ago - Stars: 1,191 - Forks: 677

HyperGAN/HyperGAN

Composable GAN framework with api and user interface

Language: Python - Size: 37.3 MB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 1,189 - Forks: 160

vanhuyz/CycleGAN-TensorFlow

An implementation of CycleGan using TensorFlow

Language: Python - Size: 4.08 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1,186 - Forks: 446

rinongal/StyleGAN-nada

Language: Python - Size: 23 MB - Last synced at: 29 days ago - Pushed at: over 2 years ago - Stars: 1,179 - Forks: 145

jmtomczak/intro_dgm

"Deep Generative Modeling": Introductory Examples

Language: Jupyter Notebook - Size: 7.57 MB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 1,147 - Forks: 184

lzhbrian/image-to-image-papers

🦓<->🦒 🌃<->🌆 A collection of image to image papers with code (constantly updating)

Size: 54.7 KB - Last synced at: 3 days ago - Pushed at: over 5 years ago - Stars: 1,123 - Forks: 154

VITA-Group/DeblurGANv2

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

Language: Python - Size: 64.5 MB - Last synced at: 29 days ago - Pushed at: almost 3 years ago - Stars: 1,105 - Forks: 279

youyuge34/Anime-InPainting

An application tool of edge-connect, which can do anime inpainting and drawing. 动漫人物图片自动修复，去马赛克，填补，去瑕疵

Language: Python - Size: 5.63 MB - Last synced at: 29 days ago - Pushed at: about 6 years ago - Stars: 1,101 - Forks: 153

Puzer/stylegan-encoder Fork of NVlabs/stylegan

StyleGAN Encoder - converts real images to latent space

Language: Jupyter Notebook - Size: 10.1 MB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 1,074 - Forks: 164

GaParmar/clean-fid

PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]

Language: Python - Size: 4.61 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 1,067 - Forks: 73

huggingface/pytorch-pretrained-BigGAN

🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

Language: Python - Size: 332 KB - Last synced at: 8 days ago - Pushed at: over 4 years ago - Stars: 1,038 - Forks: 179

yuval-alaluf/hyperstyle

Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/2111.15666

Language: Python - Size: 51.5 MB - Last synced at: 29 days ago - Pushed at: almost 3 years ago - Stars: 1,020 - Forks: 115

GANs-in-Action/gans-in-action

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

Language: Jupyter Notebook - Size: 80.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 968 - Forks: 413

mnicnc404/CartoonGan-tensorflow 📦

Generate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.

Language: Python - Size: 338 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 926 - Forks: 239

danielroich/PTI

Official Implementation for "Pivotal Tuning for Latent-based editing of Real Images" (ACM TOG 2022) https://arxiv.org/abs/2106.05744

Language: Jupyter Notebook - Size: 8.23 MB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 918 - Forks: 115

williamSYSU/TextGAN-PyTorch

TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.

Language: Python - Size: 18.9 MB - Last synced at: 4 months ago - Pushed at: 12 months ago - Stars: 902 - Forks: 210

pathak22/context-encoder

[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs

Language: Lua - Size: 6.14 MB - Last synced at: 28 days ago - Pushed at: almost 5 years ago - Stars: 898 - Forks: 201

agrimgupta92/sgan

Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018

Language: Python - Size: 205 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 861 - Forks: 267

switchablenorms/DeepFashion_Try_On

Official code for "Towards Photo-Realistic Virtual Try-On by Adaptively Generating↔Preserving Image Content"，CVPR‘20 https://arxiv.org/abs/2003.05863

Language: Python - Size: 14.4 MB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 861 - Forks: 254

brade31919/SRGAN-tensorflow

Tensorflow implementation of the SRGAN algorithm for single image super-resolution

Language: Python - Size: 14.6 MB - Last synced at: 29 days ago - Pushed at: about 2 years ago - Stars: 856 - Forks: 280

shubhomoydas/ad_examples

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

Language: Python - Size: 125 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 855 - Forks: 184

wasidennis/AdaptSegNet

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

Language: Python - Size: 2.91 MB - Last synced at: 7 months ago - Pushed at: almost 5 years ago - Stars: 850 - Forks: 203

sangwoomo/instagan

InstaGAN: Instance-aware Image Translation (ICLR 2019)

Language: Python - Size: 58.2 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 837 - Forks: 161

nashory/pggan-pytorch

:fire::fire: PyTorch implementation of "Progressive growing of GANs (PGGAN)" :fire::fire:

Language: Python - Size: 98.6 KB - Last synced at: 29 days ago - Pushed at: over 2 years ago - Stars: 823 - Forks: 136

shaoanlu/fewshot-face-translation-GAN

Generative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.

Language: Jupyter Notebook - Size: 12.9 MB - Last synced at: 28 days ago - Pushed at: almost 4 years ago - Stars: 797 - Forks: 127

mit-han-lab/anycost-gan

[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing

Language: Python - Size: 16.7 MB - Last synced at: 21 days ago - Pushed at: over 1 year ago - Stars: 782 - Forks: 98

yuanming-hu/exposure

Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.

Language: Python - Size: 7.84 MB - Last synced at: 28 days ago - Pushed at: almost 4 years ago - Stars: 773 - Forks: 156

kozistr/Awesome-GANs

Awesome Generative Adversarial Networks with tensorflow

Language: Python - Size: 81.6 MB - Last synced at: 3 days ago - Pushed at: almost 3 years ago - Stars: 762 - Forks: 163

pbaylies/stylegan-encoder Fork of Puzer/stylegan-encoder