Top Deep Learning Projects

A list of popular github projects related to deep learning (ranked by stars).

Last Update: 2020.07.09 | Project Name | Stars | Description | | ------- | ------ | ------ | |tensorflow|146k|An Open Source Machine Learning Framework for Everyone| |keras|48.9k|Deep Learning for humans| |opencv|46.1k|Open Source Computer Vision Library| |pytorch|40k|Tensors and Dynamic neural networks in Python with strong GPU acceleration| |TensorFlow-Examples|38.1k|TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)| |tesseract|35.3k|Tesseract Open Source OCR Engine (main repository)| |face_recognition|35.2k|The world's simplest facial recognition api for Python and the command line| |faceswap|31.4k|Deepfakes Software For All| |transformers|30.4k|🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.| |100-Days-Of-ML-Code|29.1k|100 Days of ML Coding| |julia|28.1k|The Julia Language: A fresh approach to technical computing.| |gold-miner|26.6k|🥇掘金翻译计划，可能是世界最大最好的英译中技术社区，最懂读者和译者的翻译平台：| |awesome-scalability|26.6k|The Patterns of Scalable, Reliable, and Performant Large-Scale Systems| |basics|24.5k|📚 Learn ML with clean code, simplified math and illustrative visuals.| |bert|23.9k|TensorFlow code and pre-trained models for BERT| |funNLP|22.1k|(Machine Learning)NLP面试中常考到的知识点和代码实现、nlp4han:中文自然语言处理工具集(断句/分词/词性标注/组块/句法分析/语义分析/NER/N元语法/HMM/代词消解/情感分析/拼写检查、XLM：Face…| |xgboost|19.4k|Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow| |Real-Time-Voice-Cloning|18.4k|Clone a voice in 5 seconds to generate arbitrary speech in real-time| |d2l-zh|17.9k|《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。| |openpose|17.8k|OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation| |Coursera-ML-AndrewNg-Notes|17.7k|吴恩达老师的机器学习课程个人笔记| |DeepFaceLab|17.3k|DeepFaceLab is the leading software for creating deepfakes.| |pytorch-tutorial|17.3k|PyTorch Tutorial for Deep Learning Researchers| |Mask_RCNN|17.2k|Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow| |spaCy|16.8k|💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython| |NLP-progress|16.2k|Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.| |100-Days-Of-ML-Code|15.6k|100-Days-Of-ML-Code中文版| |cs-video-courses|14.9k|List of Computer Science courses with video lectures.| |WaveFunctionCollapse|14.7k|Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics.| |lectures|14.7k|Oxford Deep NLP 2017 course| |reinforcement-learning|14.7k|Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accom…| |pwc|14.7k|Papers with code. Sorted by stars. Updated weekly.| |TensorFlow-Course|14.6k|Simple and ready-to-use tutorials for TensorFlow| |DeepSpeech|14.4k|A TensorFlow implementation of Baidu's DeepSpeech architecture| |pumpkin-book|14k|《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book| |tfjs|13.5k|A WebGL accelerated JavaScript library for training and deploying ML models.| |examples|13.5k|A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.| |openface|13.5k|Face recognition with deep neural networks.| |Qix|13.3k|Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang| |spleeter|12.7k|Deezer source separation library including pretrained models.| |Virgilio|12.7k|Your new Mentor for Data Science E-Learning.| |nndl.github.io|12.7k|《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning| |Screenshot-to-code|12.7k|A neural network that transforms a design mock-up into a static website.| |pytorch-CycleGAN-and-pix2pix|12.4k|Image-to-Image Translation in PyTorch| |pytorch-handbook|11.9k|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| |gun|11.9k|An open source cybersecurity protocol for syncing decentralized graph data.| |Paddle|11.8k|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…| |tensorflow-zh|11.8k|谷歌全新开源人工智能系统TensorFlow官方文档中文版| |darknet|11.4k|YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )| |learnopencv|11.4k|Learn OpenCV : C++ and Python Examples| |neural-networks-and-deep-learning|11.3k|Code samples for my book "Neural Networks and Deep Learning"| |google-research|11.2k|Google Research| |labelImg|11.2k|🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images| |gensim|11k|Topic Modelling for Humans| |pix2code|10.9k|pix2code: Generating Code from a Graphical User Interface Screenshot| |facenet|10.8k|Face recognition using Tensorflow| |DeOldify|10.7k|A Deep Learning based project for colorizing and restoring old images (and video!)| |python-machine-learning-book|10.7k|The "Python Machine Learning (1st edition)" book code repository and info resource| |stanford-cs-229-machine-learning|10.6k|VIP cheatsheets for Stanford's CS 229 Machine Learning| |mmdetection|10.5k|OpenMMLab Detection Toolbox and Benchmark| |face-api.js|10.4k|JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js| |Awesome-pytorch-list|10.4k|A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,t…| |nsfw_data_scraper|10.2k|Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier| |convnetjs|10k|Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.| |CycleGAN|9.8k|Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.| |streamlit|9.8k|Streamlit — The fastest way to build data apps in Python| |DeepCreamPy|9.7k|Decensoring Hentai with Deep Neural Networks| |stylegan|9.7k|StyleGAN - Official TensorFlow Implementation| |Dive-into-DL-PyTorch|9.6k|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。| |stanford-tensorflow-tutorials|9.6k|This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.| |horovod|9.6k|Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.| |Deep-Learning-with-TensorFlow-book|9.4k|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.| |[neural-dood