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deep-learning x

generative-adversarial-network x

394 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, ... 🧠

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

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》)

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

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

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

T81_558_deep_learning ⭐ 5,590

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

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.

Interactive Image Generation via Generative Adversarial Networks

Styletts2 ⭐ 3,464

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

Makegirlsmoe_web ⭐ 3,301

Create Anime Characters with MakeGirlsMoe

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.

[CVPR2020] Adversarial Latent Autoencoders

Photo2cartoon ⭐ 2,819

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

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

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.

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

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

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)

Ailia Models ⭐ 1,708

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

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

Ganspace ⭐ 1,593

Discovering Interpretable GAN Controls [NeurIPS 2020]

Advanced Deep Learning With Keras ⭐ 1,534

Advanced Deep Learning with Keras, published by Packt

Bicyclegan ⭐ 1,443

Toward Multimodal Image-to-Image Translation

Ganimation ⭐ 1,432

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

Grenade ⭐ 1,430

Deep Learning in Haskell

Dlcv_for_beginners ⭐ 1,409

《深度学习与计算机视觉》配套代码

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

Ganlab ⭐ 1,290

GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks

Deep Learning With Cats ⭐ 1,258

Deep learning with cats (^._.^)

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

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

Tensorflow 101 ⭐ 1,100

learn code with tensorflow

Awesome Colab Notebooks ⭐ 1,093

Collection of google colaboratory notebooks for fast and easy experiments

Coreml Models ⭐ 1,012

Converted CoreML Model Zoo.

Coloring Greyscale Images ⭐ 997

Coloring black and white images with deep learning.

Tensorflow Programs And Tutorials ⭐ 981

Implementations of CNNs, RNNs, GANs, etc

Deblurganv2 ⭐ 967

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

A machine learning library for detecting anomalies in signals.

Paddlevit ⭐ 951

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

Gans In Action ⭐ 929

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

Keras Dcgan ⭐ 918

Keras implementation of Deep Convolutional Generative Adversarial Networks

Gangealing ⭐ 914

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

Awesomeanimeresearch ⭐ 900

Papers, repository and other data about anime or manga research. Please let me know if you have information that the list does not include.

Melgan Neurips ⭐ 872

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

Delving Deep Into Gans ⭐ 817

Generative Adversarial Networks (GANs) resources sorted by citations

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

Intro_dgm ⭐ 758

An Introduction to Deep Generative Modeling: Examples

Anycost Gan ⭐ 751

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

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.

Cartoongan Tensorflow ⭐ 707

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

Gansketching ⭐ 704

Sketch Your Own GAN: Customizing a GAN model with hand-drawn sketches.

Srgan Tensorflow ⭐ 694

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

Adversarial_video_generation ⭐ 685

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.

Apdrawinggan ⭐ 684

Code for APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs (CVPR 2019 Oral)

Context Encoder ⭐ 675

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

Anime Inpainting ⭐ 655

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

Generative_deep_learning_2nd_edition ⭐ 652

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

Ai_all_resources ⭐ 647

A curated list of Best Artificial Intelligence Resources

Videogan ⭐ 645

Generating Videos with Scene Dynamics. NIPS 2016.

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