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-doodle | 9.4k | 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.) |
caire | 9.3k | Content aware image resize library |
fast-style-transfer | 9.2k | TensorFlow CNN for fast style transfer ⚡🖥🎨🖼 |
ncnn | 9.2k | ncnn is a high-performance neural network inference framework optimized for the mobile platform |
kubeflow | 9.1k | Machine Learning Toolkit for Kubernetes |
nltk | 9k | NLTK Source |
flair | 9k | A very simple framework for state-of-the-art Natural Language Processing (NLP) |
ml-agents | 9k | Unity Machine Learning Agents Toolkit |
allennlp | 8.8k | An open-source NLP research library, built on PyTorch. |
botpress | 8.8k | 🤖 The Conversational Platform with built-in language understanding (NLU), beautiful graphical interface and Dialog Manager (DM). Easily create chatbots and AI-based virtual assistants. |
the-gan-zoo | 8.7k | A list of all named GANs! |
EffectiveTensorflow | 8.6k | TensorFlow tutorials and best practices. |
tfjs-core | 8.5k | WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript. |
fairseq | 8.4k | Facebook AI Research Sequence-to-Sequence Toolkit written in Python. |
sonnet | 8.4k | TensorFlow-based neural network library |
mit-deep-learning-book-pdf | 8.3k | MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville |
TensorFlow-Tutorials | 8.3k | TensorFlow Tutorials with YouTube Videos |
pytorch_geometric | 8.2k | Geometric Deep Learning Extension Library for PyTorch |
tutorials | 8.2k | 机器学习相关教程 |
fashion-mnist | 8k | A MNIST-like fashion product database. Benchmark 👉 |
bert-as-service | 7.9k | Mapping a variable-length sentence to a fixed-length vector using BERT model |
pix2pix | 7.8k | Image-to-image translation with conditional adversarial nets |
mediapipe | 7.7k | MediaPipe is the simplest way for |