Awesome Open Source

Programming Languages

Search results for python generative adversarial network

generative-adversarial-network x

579 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!

Pytorch Book ⭐ 11,409

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

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 ⭐ 7,288

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.

Gluon Cv ⭐ 5,422

Gluon CV Toolkit

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!

Animegan ⭐ 3,738

A Tensorflow implementation of AnimeGAN for fast photo animation ! This is the Open source of the paper 「AnimeGAN: a novel lightweight GAN for photo animation」, which uses the GAN framwork to transform real-world photos into anime images.

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)

Text To Image ⭐ 1,941

Text to image synthesis using thought vectors

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"

Pi Rec ⭐ 1,835

🔥 PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain. 🔥 图像翻译，条件GAN，AI绘画

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

Impersonator ⭐ 1,630

PyTorch implementation of our ICCV 2019 paper: Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis

Lightning Bolts ⭐ 1,620

Toolbox of models, callbacks, and datasets for AI/ML researchers.

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"

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

Gigagan Pytorch ⭐ 1,406

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

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

Pytorch_gan_zoo ⭐ 1,352

A mix of GAN implementations including progressive growing

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

Ctgan ⭐ 1,066

Conditional GAN for generating synthetic tabular data.

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)

Related Searches

Python Deep Learning (19,132)

Python Dataset (14,792)

Python Docker (14,113)

Python Machine Learning (14,099)

Python Tensorflow (13,736)

Python Jupyter Notebook (12,976)

Python Network (11,495)

Python Natural Language Processing (9,064)

Python Artificial Intelligence (8,580)

Python Pytorch (7,877)

1-100 of 579 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.