The Top 22,918 Deep Learning Open Source Projects on Github

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deep-learning x

Advertising 📦 9

Application Programming Interfaces 📦 120

Applications 📦 181

Artificial Intelligence 📦 72

Blockchain 📦 70

Build Tools 📦 111

Cloud Computing 📦 79

Code Quality 📦 28

Collaboration 📦 30

Command Line Interface 📦 48

Community 📦 81

Companies 📦 60

Compilers 📦 60

Computer Science 📦 74

Configuration Management 📦 39

Content Management 📦 167

Control Flow 📦 197

Data Formats 📦 77

Data Processing 📦 266

Data Storage 📦 132

Economics 📦 60

Frameworks 📦 198

Graphics 📦 103

Hardware 📦 148

Integrated Development Environments 📦 47

Learning Resources 📦 147

Libraries 📦 119

Lists Of Projects 📦 21

Machine Learning 📦 336

Mapping 📦 61

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 97

Networking 📦 304

Operating Systems 📦 84

Operations 📦 120

Package Managers 📦 52

Programming Languages 📦 229

Runtime Environments 📦 96

Science 📦 42

Security 📦 375

Social Media 📦 26

Software Architecture 📦 70

Software Development 📦 68

Software Performance 📦 57

Software Quality 📦 127

Text Editors 📦 45

Text Processing 📦 131

User Interface 📦 310

User Interface Components 📦 465

Version Control 📦 29

Virtualization 📦 68

Web Browsers 📦 38

Web Servers 📦 25

Web User Interface 📦 194

The Top 22,918 Deep Learning Open Source Projects on Github

Categories > Machine Learning > Deep Learning

Tensorflow ⭐ 160,879

An Open Source Machine Learning Framework for Everyone

Opencv ⭐ 58,186

Open Source Computer Vision Library

Keras ⭐ 53,296

Deep Learning for humans

Pytorch ⭐ 52,363

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Tensorflow Examples ⭐ 41,293

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Faceswap ⭐ 39,682

Deepfakes Software For All

100 Days Of Ml Code ⭐ 33,030

100 Days of ML Coding

Caffe ⭐ 32,043

Caffe: a fast open framework for deep learning.

Real Time Voice Cloning ⭐ 31,321

Clone a voice in 5 seconds to generate arbitrary speech in real-time

Ailearning ⭐ 31,087

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

Deep Learning Papers Reading Roadmap ⭐ 30,680

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Deepfacelab ⭐ 29,947

DeepFaceLab is the leading software for creating deepfakes.

Madewithml ⭐ 28,992

Learn how to responsibly deliver value with ML.

D2l Zh ⭐ 28,182

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。

Machine Learning For Software Engineers ⭐ 25,292

A complete daily plan for studying to become a machine learning engineer.

Tesseract.js ⭐ 25,140

Pure Javascript OCR for more than 100 Languages 📖🎉🖥

Handson Ml ⭐ 23,646

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

Openpose ⭐ 22,582

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

Pytorch Tutorial ⭐ 21,979

PyTorch Tutorial for Deep Learning Researchers

Awesome Deep Learning Papers ⭐ 21,874

The most cited deep learning papers

Spacy ⭐ 21,827

💫 Industrial-strength Natural Language Processing (NLP) in Python

Data Science Ipython Notebooks ⭐ 21,791

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

Fastai ⭐ 21,666

The fastai deep learning library

Ml From Scratch ⭐ 20,187

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

Yolov5 ⭐ 18,997

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Deepspeech ⭐ 18,492

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

Awesome Deep Learning ⭐ 17,908

A curated list of awesome Deep Learning tutorials, projects and communities.

Spleeter ⭐ 17,893

Deezer source separation library including pretrained models.

Applied Ml ⭐ 17,666

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

Photoprism ⭐ 17,576

Photos App powered by Go and Google TensorFlow 🌈

Awesome Datascience ⭐ 17,434

📝 An awesome Data Science repository to learn and apply for real world problems.

Cntk ⭐ 17,085

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

Paddle ⭐ 17,034

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

Netron ⭐ 16,961

Visualizer for neural network, deep learning, and machine learning models

Darknet ⭐ 16,760

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

Streamlit ⭐ 16,655

Streamlit — The fastest way to build data apps in Python

100 Days Of Ml Code ⭐ 16,532

100-Days-Of-ML-Code中文版

Pytorch Lightning ⭐ 16,348

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

Pytorch Cyclegan And Pix2pix ⭐ 16,286

Image-to-Image Translation in PyTorch

Labelimg ⭐ 15,879

🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images

Tfjs ⭐ 15,756

A WebGL accelerated JavaScript library for training and deploying ML models.

Tensorflow Course ⭐ 15,697

📡 Simple and ready-to-use tutorials for TensorFlow

Pytorch Handbook ⭐ 15,523

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

Learnopencv ⭐ 15,218

Learn OpenCV : C++ and Python Examples

Shap ⭐ 14,713

A game theoretic approach to explain the output of any machine learning model.

Mediapipe ⭐ 14,705

Cross-platform, customizable ML solutions for live and streaming media.

Lectures ⭐ 14,554

Oxford Deep NLP 2017 course

Openface ⭐ 14,181

Face recognition with deep neural networks.

Fastbook ⭐ 13,827

The fastai book, published as Jupyter Notebooks

Dive Into Dl Pytorch ⭐ 13,747

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Screenshot To Code ⭐ 13,538

A neural network that transforms a design mock-up into a static website.

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

Cheatsheets Ai ⭐ 13,281

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

Ncnn ⭐ 13,219

ncnn is a high-performance neural network inference framework optimized for the mobile platform

Pytorch_geometric ⭐ 13,179

Graph Neural Network Library for PyTorch

Easyocr ⭐ 12,905

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Mockingbird ⭐ 12,762

🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time

Awesome Nlp ⭐ 12,494

📖 A curated list of resources dedicated to Natural Language Processing (NLP)

Awesome Pytorch List ⭐ 12,419

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

Airsim ⭐ 12,405

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

Jina ⭐ 12,306

Cloud-native neural search framework for 𝙖𝙣𝙮 kind of data

Deeplearning4j ⭐ 12,254

Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.

Ml Agents ⭐ 12,005

Unity Machine Learning Agents Toolkit

Facenet ⭐ 11,969

Face recognition using Tensorflow

Imgaug ⭐ 11,905

Image augmentation for machine learning experiments.

Horovod ⭐ 11,882

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

Deep Learning With Tensorflow Book ⭐ 11,864

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

First Order Model ⭐ 11,814

This repository contains the source code for the paper First Order Motion Model for Image Animation

Onnx ⭐ 11,716

Open standard for machine learning interoperability

Tensor2tensor ⭐ 11,714

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

Recommenders ⭐ 11,704

Best Practices on Recommendation Systems

Machine Learning Tutorials ⭐ 11,643

machine learning and deep learning tutorials, articles and other resources

D2l En ⭐ 11,552

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

Pix2code ⭐ 11,313

pix2code: Generating Code from a Graphical User Interface Screenshot

Nsfw_data_scraper ⭐ 10,854

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

Dive Into Machine Learning ⭐ 10,781

Dive into Machine Learning with Python Jupyter notebook and scikit-learn! First posted in 2016, maintained as of 2021. Pull requests welcome.

Dlib ⭐ 10,723

A toolkit for making real world machine learning and data analysis applications in C++

Allennlp ⭐ 10,643

An open-source NLP research library, built on PyTorch.

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Turicreate ⭐ 10,484

Turi Create simplifies the development of custom machine learning models.

Stanford Cs 229 Machine Learning ⭐ 10,399

VIP cheatsheets for Stanford's CS 229 Machine Learning

Awesome Production Machine Learning ⭐ 10,391

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Deep_learning_object_detection ⭐ 10,271

A paper list of object detection using deep learning.

Fast Style Transfer ⭐ 10,123

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

Stanford Tensorflow Tutorials ⭐ 10,042

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

Ai Expert Roadmap ⭐ 10,037

Roadmap to becoming an Artificial Intelligence Expert in 2021

Cyclegan ⭐ 9,881

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

Deep Learning Drizzle ⭐ 9,658

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

Tflearn ⭐ 9,512

Deep learning library featuring a higher-level API for TensorFlow.

Neural Doodle ⭐ 9,399

Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)

Bert As Service ⭐ 9,360

Mapping a variable-length sentence to a fixed-length vector using BERT model

Ml Nlp ⭐ 9,314

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

Albumentations ⭐ 9,197

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Fashion Mnist ⭐ 9,039

A MNIST-like fashion product database. Benchmark 👇

Sonnet ⭐ 9,032

TensorFlow-based neural network library

Mit Deep Learning Book Pdf ⭐ 8,952

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

Effectivetensorflow ⭐ 8,646

TensorFlow tutorials and best practices.

Tensorflow Tutorials ⭐ 8,644

TensorFlow Tutorials with YouTube Videos

Pytorch Book ⭐ 8,618

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》)

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Artificial Intelligence 📦 72

Blockchain 📦 70

Build Tools 📦 111

Cloud Computing 📦 79

Code Quality 📦 28

Collaboration 📦 30

Command Line Interface 📦 48

Community 📦 81

Companies 📦 60

Compilers 📦 60

Computer Science 📦 74

Configuration Management 📦 39

Content Management 📦 167

Control Flow 📦 197

Data Formats 📦 77

Data Processing 📦 266

Data Storage 📦 132

Economics 📦 60

Frameworks 📦 198

Graphics 📦 103

Hardware 📦 148

Integrated Development Environments 📦 47

Learning Resources 📦 147

Libraries 📦 119

Lists Of Projects 📦 21

Machine Learning 📦 336

Mapping 📦 61

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 97

Networking 📦 304

Operating Systems 📦 84

Operations 📦 120

Package Managers 📦 52

Programming Languages 📦 229

Runtime Environments 📦 96

Science 📦 42

Security 📦 375

Social Media 📦 26

Software Architecture 📦 70

Software Development 📦 68

Software Performance 📦 57

Software Quality 📦 127

Text Editors 📦 45

Text Processing 📦 131

User Interface 📦 310

User Interface Components 📦 465

Version Control 📦 29

Virtualization 📦 68

Web Browsers 📦 38

Web Servers 📦 25

Web User Interface 📦 194

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