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Search results for generative adversarial network

generative-adversarial-network x

2,936 search results found

Annotated_deep_learning_paper_implementations ⭐ 41,877

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Draggan ⭐ 34,063

Official Code for DragGAN (SIGGRAPH 2023)

Gfpgan ⭐ 33,600

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

Ai For Beginners ⭐ 30,191

12 Weeks, 24 Lessons, AI for All!

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!

Cyclegan ⭐ 11,829

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

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》)

Ganhacks ⭐ 10,210

starter from "How to Train a GAN?" at NIPS2016

Mit Deep Learning ⭐ 9,897

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Fashion Mnist ⭐ 9,856

A MNIST-like fashion product database. Benchmark 👇

Keras Gan ⭐ 8,842

Keras implementations of Generative Adversarial Networks.

Leedl Tutorial ⭐ 8,682

《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalech

Pix2pix ⭐ 8,452

Image-to-image translation with conditional adversarial nets

So Vits Svc Fork ⭐ 8,080

so-vits-svc fork with realtime support, improved interface and more features.

Deeplearning ⭐ 7,463

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Machine Learning Notes ⭐ 7,461

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

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

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

Dcgan Tensorflow ⭐ 6,761

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

Mmagic ⭐ 6,527

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.

Adversarialnetspapers ⭐ 6,390

Awesome paper list with code about generative adversarial nets

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

T81_558_deep_learning ⭐ 5,590

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

Tecogan ⭐ 5,580

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

Gluon Cv ⭐ 5,422

Gluon CV Toolkit

Gans Awesome Applications ⭐ 4,667

Curated list of awesome GAN applications and demo

Image Super Resolution ⭐ 4,392

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

Animegan2 Pytorch ⭐ 3,976

PyTorch implementation of AnimeGANv2

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

Really Awesome Gan ⭐ 3,507

A list of papers on Generative Adversarial (Neural) Networks

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。

Makegirlsmoe_web ⭐ 3,301

Create Anime Characters with MakeGirlsMoe

Stockpredictionai ⭐ 3,235

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good q

Zhihu ⭐ 3,228

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

Pytorch Studiogan ⭐ 3,226

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

Srgan ⭐ 3,184

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Stylegan2 Pytorch ⭐ 3,147

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

Faceswap Gan ⭐ 3,134

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

Singan ⭐ 3,129

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

Generative_inpainting ⭐ 3,108

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

[CVPR2020] Adversarial Latent Autoencoders

Photo2cartoon ⭐ 2,819

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

Tensorflow Cookbook ⭐ 2,813

Simple Tensorflow Cookbook for easy-to-use

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

Dalle Playground ⭐ 2,749

A playground to generate images from any text prompt using Stable Diffusion (past: using DALL-E Mini)

Pixel2style2pixel ⭐ 2,698

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

Awesome Deeplearning ⭐ 2,670

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

Wassersteingan ⭐ 2,651

Munit ⭐ 2,612

Multimodal Unsupervised Image-to-Image Translation

Alphatree Graphic Deep Neural Network ⭐ 2,466

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(ro 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的 caffe官方源码，应用部分含推荐算法和知识图谱

Diffusion Models Papers Survey Taxonomy ⭐ 2,411

Diffusion model papers, survey, and taxonomy

Edge Connect ⭐ 2,404

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

Biggan Pytorch ⭐ 2,356

The author's officially unofficial PyTorch BigGAN implementation.

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)

Papers ⭐ 2,239

Summaries of machine learning papers

Tensorflow Tutorials ⭐ 2,123

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

Pytorch Generative Model Collections ⭐ 1,985

Collection of generative models in Pytorch version.

Unsupervised Image-to-Image Translation

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.

Awesome Gan For Medical Imaging ⭐ 1,919

Awesome GAN for Medical Imaging

Weekly.manong.io ⭐ 1,909

码农周刊 - 每周五发送，欢迎订阅！欢迎加入读者圈子，一起交流！

Art Dcgan ⭐ 1,908

Modified implementation of DCGAN focused on generative art. Includes pre-trained models for landscapes, nude-portraits, and others.

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

Gandissect ⭐ 1,770

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

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

Passgan ⭐ 1,711

A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/1709.00440)

Pytorch Cpp ⭐ 1,710

C++ Implementation of PyTorch Tutorials for Everyone

Ailia Models ⭐ 1,708

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

Awesome Text To Image ⭐ 1,692

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

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

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.

Ganspace ⭐ 1,593

Discovering Interpretable GAN Controls [NeurIPS 2020]

Compare_gan ⭐ 1,555

Compare GAN code.

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