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generative-adversarial-network x

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130 search results found

Annotated_deep_learning_paper_implementations ⭐ 53,666

🧑‍🏫 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, ... 🧠

Ai For Beginners ⭐ 30,191

12 Weeks, 24 Lessons, AI for All!

The Gan Zoo ⭐ 13,546

A list of all named GANs!

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 👇

Leedl Tutorial ⭐ 8,682

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

Deeplearning ⭐ 7,463

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

Pytorch Tutorial ⭐ 7,372

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

Generative Models ⭐ 6,010

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

T81_558_deep_learning ⭐ 5,590

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

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

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

[CVPR2020] Adversarial Latent Autoencoders

Dalle Playground ⭐ 2,749

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

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

Ml Tutorial Experiment ⭐ 2,352

Coding the Machine Learning Tutorial for Learning to Learn

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

Neural Photo Editor ⭐ 1,928

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

Synthetic data generation for tabular data

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

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

Lightning Bolts ⭐ 1,660

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

Zi2zi ⭐ 1,639

Learning Chinese Character style with conditional GAN

Musegan ⭐ 1,515

An AI for Music Generation

Data Augmentation Review ⭐ 1,499

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

Grenade ⭐ 1,430

Deep Learning in Haskell

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

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

Awesome Colab Notebooks ⭐ 1,093

Collection of google colaboratory notebooks for fast and easy experiments

Coreml Models ⭐ 1,012

Converted CoreML Model Zoo.

Orion ⭐ 1,011

A machine learning library for detecting anomalies in signals.

Tensorflow Programs And Tutorials ⭐ 981

Implementations of CNNs, RNNs, GANs, etc

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.

Time Series Prediction ⭐ 762

tfts: Time series deep learning models in TensorFlow

Awesome Gans ⭐ 710

Awesome Generative Adversarial Networks with tensorflow

Context Encoder ⭐ 675

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

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

Handson Unsupervised Learning ⭐ 604

Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)

Deep Learning From Scratch ⭐ 590

《深度学习入门-基于Python的理论与实现》，包含源代码和高清PDF(带书签)；慕课网imooc《

Mimicry ⭐ 556

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

Cool Fashion Papers ⭐ 512

👔👗🕶️🎩 Cool resources about Fashion + AI! (papers, datasets, workshops, companies, ...) (constantly updating)

Gan For Tabular Data ⭐ 442

We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.

Deep Learning Book ⭐ 440

《Deep Learning》《深度学习》 by Ian Goodfellow, Yoshua Bengio and Aaron Courville

Anime Face Dataset ⭐ 411

🖼 A collection of high-quality anime faces.

Implementation of Apple's Learning from Simulated and Unsupervised Images through Adversarial Training

Papers In 100 Lines Of Code ⭐ 395

Implementation of papers in 100 lines of code.

Data Science Learning ⭐ 395

Repository of code and resources related to different data science and machine learning topics. For learning, practice and teaching purposes.

Generative Adversarial Networks Roadmap ⭐ 346

The Roadmap to Learn Generative Adversarial Networks (GANs)

Cat Generator ⭐ 346

Generate cat images with neural networks

Gan Playground ⭐ 314

GAN Playground - Experiment with Generative Adversarial Nets in your browser. An introduction to GANs.

Pytorch Gans ⭐ 282

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

Ml Workspace ⭐ 276

Machine Learning (Beginners Hub), information(courses, books, cheat sheets, live sessions) related to machine learning, data science and python is available

My Data Competition Experience ⭐ 271

本人多次机器学习与大数据竞赛Top5的经验总结，满满的干货，拿好不谢

Unetgan ⭐ 266

Official Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)

This repo is all the machine learning related project codes and their corresponding blog posts at the graduate level.

High Fidelity Generative Compression ⭐ 252

Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression

Shared_colab_notebooks ⭐ 244

A Repo to store the Google Colaboratory Notebooks that I have created and shared

Stacked Generative Adversarial Networks

Torchfusion ⭐ 237

A modern deep learning framework built to accelerate research and development of AI systems

Data_science_blogs ⭐ 232

A repository to keep track of all the code that I end up writing for my blog posts.

Glcic Pytorch ⭐ 230

A High-Quality PyTorch Implementation of "Globally and Locally Consistent Image Completion".

Gan Sandbox ⭐ 223

Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.

Ml 2021 Notes ⭐ 220

李宏毅老師 2021 年機器學習課程筆記

Opt Mmd ⭐ 206

Learning kernels to maximize the power of MMD tests

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

Text2art ⭐ 190

AI-powered Text-to-Art Generator - Text2Art.com

Amazing Machine Learning Opensource 2019 ⭐ 189

Amazing Machine Learning Open Source Tools and Projects for the Past Year (v.2019)

Mlsys Ladder ⭐ 188

Learning Machine Learning, The Chinese Taoist Way

Pollinations ⭐ 180

Image_generator ⭐ 180

DCGAN image generator 🖼️.

Awesome Gans And Deepfakes ⭐ 171

A curated list of GAN & Deepfake papers and repositories.

Aulas da Escola de Inteligência Artificial de São Paulo

Data Scientist Books ⭐ 158

Data-Scientist-Books (Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, Long Short Term Memory, Generative Adversarial Network, Time Series Forecasting, Probability and Statistics, and more.)

Great Deep Learning Tutorials ⭐ 153

A Great Collection of Deep Learning Tutorials and Repositories

Gan Vae Pretrained Pytorch ⭐ 148

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

Tensorflow Pix2pix ⭐ 145

A lightweight pix2pix Tensorflow implementation.

Implementation of the paper "NetGAN: Generating Graphs via Random Walks".

Frontalization ⭐ 139

Pytorch deep learning face frontalization model

Msg Gan V1 ⭐ 130

MSG-GAN: Multi-Scale Gradients GAN (Architecture inspired from ProGAN but doesn't use layer-wise growing)

Sam_inversion ⭐ 122

[CVPR 2022] GAN inversion and editing with spatially-adaptive multiple latent layers

Generative Evaluation Prdc ⭐ 121

Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.

Masking GAN - Image attribute mask generation

Gan Rnn_timeseries Imputation ⭐ 118

Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.

Generate_to_adapt ⭐ 115

Implementation of "Generate To Adapt: Aligning Domains using Generative Adversarial Networks"

[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".

Chemgan Challenge ⭐ 112

Code for the paper: ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? arXiv preprint arXiv:1708.08227.

3dpose_gan ⭐ 111

The authors' implementation of Unsupervised Adversarial Learning of 3D Human Pose from 2D Joint Locations

Ml Dl Scripts ⭐ 106

The repository provides usefull python scripts for ML and data analysis

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

Spatial_gan ⭐ 97

Spatial Generative Adversarial Networks

Periodic Spatial Generative Adversarial Networks

Python Machine Learning Book 3rd Edition ⭐ 93

<머신 러닝 교과서 3판>의 코드 저장소

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