Most popular deep-learning repositories and open source projects

Deep learning is an AI function and subset of machine learning, used for processing large amounts of complex data.

tensorflow

An Open Source Machine Learning Framework for Everyone

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorF...

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opencv

Open Source Computer Vision Library

52848   64627   64627  

pytorch

Tensors and Dynamic neural networks in Python with strong GPU accelera...

16728   60019   60019  

keras

Deep Learning for humans

19197   56508   56508  

faceswap

Deepfakes Software For All

11979   42644   42644  

TensorFlow-Examples

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

15157   42365   42365  

100-Days-Of-ML-Code

100 Days of ML Coding

9735   39007   39007  

Real-Time-Voice-Cloning

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

6845   37342   37342  

d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被60个国家的...

8150   36011   36011  

DeepFaceLab

DeepFaceLab is the leading software for creating deepfakes.

8015   35588   35588  

Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn...

7084   33864   33864  

caffe

Caffe: a fast open framework for deep learning.

18994   32944   32944  

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

11619   32340   32340  

Made-With-ML

Learn how to responsibly deliver value with machine learning.

5203   31281   31281  

tesseract.js

Pure Javascript OCR for more than 100 Languages 📖🎉🖥

1915   28449   28449  

Algorithm_Interview_Notes-Chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep...

8544   27552   27552  

machine-learning-for-software-engineers

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

6085   26264   26264  

openpose

OpenPose: Real-time multi-person keypoint detection library for body,...

7356   25250   25250  

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

7469   25092   25092  

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

12997   24928   24928  

MockingBird

🚀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 second...

3653   24700   24700  

spaCy

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

3966   24489   24489  

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caff...

7376   24156   24156  

awesome-deep-learning-papers

The most cited deep learning papers

4487   24071   24071  

GFPGAN

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

3571   23999   23999  

photoprism

AI-Powered Photos App for the Decentralized Web 🌈💎✨

1303   23080   23080  

fastai

The fastai deep learning library

7314   22940   22940  

ray

Ray is a unified framework for scaling AI and Python applications. Ray...

4016   22818   22818  

AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

2010   22463   22463  

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science...

3050   21666   21666  

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of mac...

4252   21635   21635  

streamlit

Streamlit — The fastest way to build data apps in Python

1909   21188   21188  

spleeter

Deezer source separation library including pretrained models.

2292   20740   20740  

DeepSpeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-t...

3603   20501   20501  

lightning

Build and train PyTorch models and connect them to the ML lifecycle us...

2630   20494   20494  

netron

Visualizer for neural network, deep learning, and machine learning mod...

2327   20365   20365  

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real...

5229   19847   19847  

awesome-deep-learning

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

5734   19674   19674  

100-Days-Of-ML-Code

100-Days-Of-ML-Code中文版

5293   19310   19310  

mediapipe

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

4038   19206   19206  

Paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from In...

4754   19096   19096  

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

5522   18634   18634  

labelImg

LabelImg is now part of the Label Studio community. The popular image...

5641   18632   18632  

shap

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

2686   17818   17818  

pytorch-handbook

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...

5130   17442   17442  

learnopencv

Learn OpenCV : C++ and Python Examples

10734   17347   17347  

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with...

6149   17334   17334  

CNTK

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

4376   17256   17256  

tfjs

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

1771   16748   16748