Awesome Open Source
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The Top 4,059 Deep Learning Open Source Projects

Categories > Machine Learning > Deep Learning
Tensorflow ⭐ 157,606
An Open Source Machine Learning Framework for Everyone
Opencv ⭐ 55,630
Open Source Computer Vision Library
Keras ⭐ 51,950
Deep Learning for humans
Pytorch ⭐ 49,640
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Tensorflow Examples ⭐ 40,926
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Faceswap ⭐ 37,823
Deepfakes Software For All
100 Days Of Ml Code ⭐ 32,558
100 Days of ML Coding
Caffe ⭐ 31,801
Caffe: a fast open framework for deep learning.
Deep Learning Papers Reading Roadmap ⭐ 30,173
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Real Time Voice Cloning ⭐ 28,044
Clone a voice in 5 seconds to generate arbitrary speech in real-time
Algorithm_interview_notes Chinese ⭐ 27,525
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
Madewithml ⭐ 27,395
Learn how to responsibly deliver value with ML.
Deepfacelab ⭐ 27,368
DeepFaceLab is the leading software for creating deepfakes.
Machine Learning For Software Engineers ⭐ 25,219
A complete daily plan for studying to become a machine learning engineer.
D2l Zh ⭐ 24,859
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。
Tesseract.js ⭐ 24,114
Pure Javascript OCR for more than 100 Languages 📖🎉🖥
Handson Ml ⭐ 23,128
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Awesome Deep Learning Papers ⭐ 23,064
The most cited deep learning papers
Openpose ⭐ 21,438
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
Data Science Ipython Notebooks ⭐ 21,361
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.
Pytorch Tutorial ⭐ 21,323
PyTorch Tutorial for Deep Learning Researchers
Fastai ⭐ 21,148
The fastai deep learning library
Spacy ⭐ 20,939
💫 Industrial-strength Natural Language Processing (NLP) in Python
Ml From Scratch ⭐ 20,067
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.
Deepspeech ⭐ 17,746
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.
Awesome Deep Learning ⭐ 17,405
A curated list of awesome Deep Learning tutorials, projects and communities.
Cntk ⭐ 17,053
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
Spleeter ⭐ 17,007
Deezer source separation library including pretrained models.
Awesome Datascience ⭐ 16,707
📝 An awesome Data Science repository to learn and apply for real world problems.
Ray ⭐ 16,683
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.
100 Days Of Ml Code ⭐ 16,486
100-Days-Of-ML-Code中文版
Paddle ⭐ 16,071
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）
Tensorflow Course ⭐ 15,649
📡 Simple and ready-to-use tutorials for TensorFlow
Photoprism ⭐ 15,497
Open-Source Photo Management powered by Go and Google TensorFlow
Pytorch Cyclegan And Pix2pix ⭐ 15,459
Image-to-Image Translation in PyTorch
Streamlit ⭐ 15,359
Streamlit — The fastest way to build data apps in Python
Tfjs ⭐ 15,302
A WebGL accelerated JavaScript library for training and deploying ML models.
Netron ⭐ 15,242
Visualizer for neural network, deep learning, and machine learning models
Lectures ⭐ 15,029
Oxford Deep NLP 2017 course
Pytorch Handbook ⭐ 14,861
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
Labelimg ⭐ 14,853
🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images
Pytorch Lightning ⭐ 14,598
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
Learnopencv ⭐ 14,307
Learn OpenCV : C++ and Python Examples
Openface ⭐ 14,079
Face recognition with deep neural networks.
Yolov5 ⭐ 14,073
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Cheatsheets Ai ⭐ 13,863
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
Qix ⭐ 13,587
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang
Screenshot To Code ⭐ 13,421
A neural network that transforms a design mock-up into a static website.
Ai Expert Roadmap ⭐ 13,372
Roadmap to becoming an Artificial Intelligence Expert in 2021
Shap ⭐ 13,310
A game theoretic approach to explain the output of any machine learning model.
Dive Into Dl Pytorch ⭐ 13,149
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。
Mediapipe ⭐ 13,105
Cross-platform, customizable ML solutions for live and streaming media.
Fastbook ⭐ 12,974
The fastai book, published as Jupyter Notebooks
Stanford Cs 229 Machine Learning ⭐ 12,266
VIP cheatsheets for Stanford's CS 229 Machine Learning
Ncnn ⭐ 12,181
ncnn is a high-performance neural network inference framework optimized for the mobile platform
Awesome Nlp ⭐ 12,148
📖 A curated list of resources dedicated to Natural Language Processing (NLP)
Easyocr ⭐ 12,100
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Awesome Pytorch List ⭐ 12,016
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Facenet ⭐ 11,908
Face recognition using Tensorflow
Applied Ml ⭐ 11,760
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Imgaug ⭐ 11,501
Image augmentation for machine learning experiments.
Horovod ⭐ 11,453
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
Machine Learning Tutorials ⭐ 11,421
machine learning and deep learning tutorials, articles and other resources
Tensor2tensor ⭐ 11,420
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
First Order Model ⭐ 11,420
This repository contains the source code for the paper First Order Motion Model for Image Animation
Ml Agents ⭐ 11,381
Unity Machine Learning Agents Toolkit
Pix2code ⭐ 11,272
pix2code: Generating Code from a Graphical User Interface Screenshot
Onnx ⭐ 11,003
Open standard for machine learning interoperability
Nsfw_data_scraper ⭐ 10,857
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
Deepcreampy ⭐ 10,831
Decensoring Hentai with Deep Neural Networks
Recommenders ⭐ 10,683
Best Practices on Recommendation Systems
Cyclegan ⭐ 10,666
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
Dive Into Machine Learning ⭐ 10,634
Dive into Machine Learning with Python Jupyter notebook and scikit-learn!
D2l En ⭐ 10,478
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.
Turicreate ⭐ 10,347
Turi Create simplifies the development of custom machine learning models.
Allennlp ⭐ 10,341
An open-source NLP research library, built on PyTorch.
Dlib ⭐ 10,327
A toolkit for making real world machine learning and data analysis applications in C++
Stanford Tensorflow Tutorials ⭐ 10,049
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
Deep_learning_object_detection ⭐ 10,046
A paper list of object detection using deep learning.
Fast Style Transfer ⭐ 10,017
TensorFlow CNN for fast style transfer ⚡🖥🎨🖼
Nni ⭐ 9,993
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Neural Doodle ⭐ 9,623
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.)
Tflearn ⭐ 9,557
Deep learning library featuring a higher-level API for TensorFlow.
Ml Nlp ⭐ 9,557
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。
Awesome Production Machine Learning ⭐ 9,518
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Mit Deep Learning Book Pdf ⭐ 9,455
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Bert As Service ⭐ 9,422
Mapping a variable-length sentence to a fixed-length vector using BERT model
Deep Learning Drizzle ⭐ 9,380
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Fashion Mnist ⭐ 9,290
A MNIST-like fashion product database. Benchmark 👇
Pytorch Book ⭐ 9,044
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》)
Sonnet ⭐ 8,927
TensorFlow-based neural network library
Tensorflow Tutorials ⭐ 8,828
TensorFlow Tutorials with YouTube Videos
Mit Deep Learning ⭐ 8,675
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Effectivetensorflow ⭐ 8,671
TensorFlow tutorials and best practices.
Mlalgorithms ⭐ 8,575
Minimal and clean examples of machine learning algorithms implementations
Pix2pix ⭐ 8,528
Image-to-image translation with conditional adversarial nets
Tfjs Core ⭐ 8,518
WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
Caffe2 ⭐ 8,428
Caffe2 is a lightweight, modular, and scalable deep learning framework.
Albumentations ⭐ 8,395
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
The Incredible Pytorch ⭐ 8,364
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
1-100 of 4,059 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210