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Search results for python generative adversarial network

generative-adversarial-network x

523 search results found

Draggan ⭐ 34,063

Official Code for DragGAN (SIGGRAPH 2023)

Gfpgan ⭐ 33,600

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

Pytorch Cyclegan And Pix2pix ⭐ 21,090

Image-to-Image Translation in PyTorch

So Vits Svc ⭐ 20,615

SoftVC VITS Singing Voice Conversion

Deoldify ⭐ 16,998

A Deep Learning based project for colorizing and restoring old images (and video!)

Pytorch Gan ⭐ 15,262

PyTorch implementations of Generative Adversarial Networks.

Bringing Old Photos Back To Life ⭐ 13,853

Bringing Old Photo Back to Life (CVPR 2020 oral)

The Gan Zoo ⭐ 13,546

A list of all named GANs!

Fashion Mnist ⭐ 9,856

A MNIST-like fashion product database. Benchmark 👇

Keras Gan ⭐ 8,842

Keras implementations of Generative Adversarial Networks.

Paddlegan ⭐ 7,443

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.

Pytorch Tutorial ⭐ 7,372

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

Tensorlayer ⭐ 7,348

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

Pix2pixhd ⭐ 6,179

Synthesizing and manipulating 2048x1024 images with conditional GANs

Generative Models ⭐ 6,010

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

Progressive_growing_of_gans ⭐ 5,717

Progressive Growing of GANs for Improved Quality, Stability, and Variation

Tecogan ⭐ 5,580

This repo contains source code and materials for the TEmporally COherent GAN SIGGRAPH project.

Image Super Resolution ⭐ 4,392

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

Tensorflow Tutorial ⭐ 3,873

Tensorflow tutorial from basic to hard

Simswap ⭐ 3,823

An arbitrary face-swapping framework on images and videos with one single trained model!

Interactive Image Generation via Generative Adversarial Networks

Tensorflow Generative Model Collections ⭐ 3,570

Collection of generative models in Tensorflow

Styletts2 ⭐ 3,464

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

Deepnude An Image To Image Technology ⭐ 3,404

DeepNude's algorithm and general image generation theory and practice research, including pix2pix, CycleGAN, UGATIT, DCGAN, SinGAN, ALAE, mGANprior, StarGAN-v2 and VAE models (TensorFlow2 implementation). DeepNude的算法以及通用生成对抗网络（GAN,Generative Adversarial Network）图像生成的理论与实践研究。

Pytorch Studiogan ⭐ 3,226

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

Stylegan2 Pytorch ⭐ 3,147

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

Singan ⭐ 3,129

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

[CVPR2020] Adversarial Latent Autoencoders

Photo2cartoon ⭐ 2,819

人像卡通化探索项目 (photo-to-cartoon translation project)

Wassersteingan ⭐ 2,651

Edge Connect ⭐ 2,404

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

Ipercore ⭐ 2,355

Liquid Warping GAN with Attention: A Unified Framework for Human Image Synthesis

Ml Tutorial Experiment ⭐ 2,352

Coding the Machine Learning Tutorial for Learning to Learn

Pytorch Fid ⭐ 2,325

Compute FID scores with PyTorch.

Machine Learning ⭐ 2,260

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

Pytorch Generative Model Collections ⭐ 1,985

Collection of generative models in Pytorch version.

Contrastive Unpaired Translation ⭐ 1,955

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

Neural Photo Editor ⭐ 1,928

A simple interface for editing natural photos with generative neural networks.

Improved_wgan_training ⭐ 1,886

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

Transparent_latent_gan ⭐ 1,807

Use supervised learning to illuminate the latent space of GAN for controlled generation and edit

Anime2sketch ⭐ 1,800

A sketch extractor for anime/illustration.

Synthetic data generation for tabular data

Big Sleep ⭐ 1,726

A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN. Technique was originally created by https://twitter.com/advadnoun

Ailia Models ⭐ 1,708

The collection of pre-trained, state-of-the-art AI models for ailia SDK

Deblurgan ⭐ 1,657

Image Deblurring using Generative Adversarial Networks

Zi2zi ⭐ 1,639

Learning Chinese Character style with conditional GAN

Mmgeneration ⭐ 1,601

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

Compare_gan ⭐ 1,555

Compare GAN code.

Advanced Deep Learning With Keras ⭐ 1,534

Advanced Deep Learning with Keras, published by Packt

Musegan ⭐ 1,515

An AI for Music Generation

Deepnude_official ⭐ 1,462

Transgan ⭐ 1,457

[NeurIPS‘2021] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang

Celebamask Hq ⭐ 1,456

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

Ganimation ⭐ 1,432

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

Wgan Gp ⭐ 1,412

A pytorch implementation of Paper "Improved Training of Wasserstein GANs"

Gigagan Pytorch ⭐ 1,406

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

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

Hifi Gan ⭐ 1,376

HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

Lightweight Gan ⭐ 1,368

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

Deep Learning With Cats ⭐ 1,258

Deep learning with cats (^._.^)

Data Efficient Gans ⭐ 1,231

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

Torchgan ⭐ 1,218

Research Framework for easy and efficient training of GANs based on Pytorch

Ydata Synthetic ⭐ 1,201

Synthetic data generators for tabular and time-series data

Hypergan ⭐ 1,190

Composable GAN framework with api and user interface

Gansformer ⭐ 1,188

Generative Adversarial Transformers

Niftynet ⭐ 1,170

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

Deep Learning With Pytorch Tutorials ⭐ 1,166

深度学习与PyTorch入门实战视频教程配套源代码和PPT

Repo 2017 ⭐ 1,146

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

Image Outpainting ⭐ 1,118

🏖 Keras Implementation of Painting outside the box

Cyclegan Tensorflow ⭐ 1,116

An implementation of CycleGan using TensorFlow

Tensorflow 101 ⭐ 1,100

learn code with tensorflow

Awesome Colab Notebooks ⭐ 1,093

Collection of google colaboratory notebooks for fast and easy experiments

Gan Compression ⭐ 1,063

[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs

Measures and metrics for image2image tasks. PyTorch.

Coloring Greyscale Images ⭐ 997

Coloring black and white images with deep learning.

End To End For Chinese Plate Recognition ⭐ 975

多标签分类,端到端的中文车牌识别基于mxnet, End-to-End Chinese plate recognition base on mxnet

Paddlevit ⭐ 951

🤖 PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+

Deepnude_nowatermark_withmodel ⭐ 937

DeepNude source code，without watermark，with demo and model download link，one command to run offline，GAN/Pytorch/pix2pix/pic2pic

Restyle Encoder ⭐ 935

Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" (ICCV 2021) https://arxiv.org/abs/2104.02699

Keras Dcgan ⭐ 918

Keras implementation of Deep Convolutional Generative Adversarial Networks

Stylegan Nada ⭐ 916

Gangealing ⭐ 914

Official PyTorch Implementation of GAN-Supervised Dense Visual Alignment (CVPR 2022 Oral, Best Paper Finalist)

Giraffe ⭐ 908

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

Melgan Neurips ⭐ 872

GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis

Cvpr2022 Dagan ⭐ 870

Official code for CVPR2022 paper: Depth-Aware Generative Adversarial Network for Talking Head Video Generation

Keras Adversarial ⭐ 842

Keras Generative Adversarial Networks

Hyperstyle ⭐ 836

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

Sngan_projection ⭐ 829

GANs with spectral normalization and projection discriminator

Torch Fidelity ⭐ 820

High-fidelity performance metrics for generative models in PyTorch

Instagan ⭐ 784

InstaGAN: Instance-aware Image Translation (ICLR 2019)

Genforce ⭐ 781

GenForce: an efficient PyTorch library for deep generative modeling (StyleGANv1v2, PGGAN, etc)

Ganomaly ⭐ 767

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

Time Series Prediction ⭐ 762

tfts: Time series deep learning models in TensorFlow

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

Anycost Gan ⭐ 751

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

Pggan Pytorch ⭐ 745

🔥🔥 PyTorch implementation of "Progressive growing of GANs (PGGAN)" 🔥🔥

Clean Fid ⭐ 745

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

Textgan Pytorch ⭐ 743

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

Self Attention Gan ⭐ 722

Twingan ⭐ 712

Twin-GAN -- Unpaired Cross-Domain Image Translation with Weight-Sharing GANs

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