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The Top 4,072 Deep Learning Tensorflow Open Source Projects on Github

Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Tensorflow
Tensorflow ⭐ 159,979
An Open Source Machine Learning Framework for Everyone
Keras ⭐ 52,891
Deep Learning for humans
Tensorflow Examples ⭐ 41,252
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Real Time Voice Cloning ⭐ 30,537
Clone a voice in 5 seconds to generate arbitrary speech in real-time
Handson Ml ⭐ 23,392
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Data Science Ipython Notebooks ⭐ 21,061
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.
Deepspeech ⭐ 17,788
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.
Spleeter ⭐ 17,340
Deezer source separation library including pretrained models.
Photoprism ⭐ 16,771
Open-Source Photo Management powered by Go and Google TensorFlow 🌈
Netron ⭐ 16,571
Visualizer for neural network, deep learning, and machine learning models
100 Days Of Ml Code ⭐ 16,532
100-Days-Of-ML-Code中文版
Tensorflow Course ⭐ 15,697
📡 Simple and ready-to-use tutorials for TensorFlow
Ncnn ⭐ 12,905
ncnn is a high-performance neural network inference framework optimized for the mobile platform
Facenet ⭐ 11,969
Face recognition using Tensorflow
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.
Horovod ⭐ 11,761
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
Onnx ⭐ 11,541
Open standard for machine learning interoperability
D2l En ⭐ 11,219
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.
Nni ⭐ 10,383
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Deepcreampy ⭐ 10,163
Decensoring Hentai with Deep Neural Networks
Stanford Tensorflow Tutorials ⭐ 10,042
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
Tflearn ⭐ 9,512
Deep learning library featuring a higher-level API for TensorFlow.
Bert As Service ⭐ 9,360
Mapping a variable-length sentence to a fixed-length vector using BERT model
Sonnet ⭐ 9,032
TensorFlow-based neural network library
Effectivetensorflow ⭐ 8,646
TensorFlow tutorials and best practices.
Tensorflow Tutorials ⭐ 8,644
TensorFlow Tutorials with YouTube Videos
Mit Deep Learning ⭐ 8,440
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Autokeras ⭐ 8,180
AutoML library for deep learning
Tensorlayer ⭐ 6,735
Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥
Cvat ⭐ 6,231
Powerful and efficient Computer Vision Annotation Tool (CVAT)
Tensorpack ⭐ 6,065
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
Deepo ⭐ 6,010
Set up deep learning environment in a single command line.
Python Machine Learning Book 2nd Edition ⭐ 5,944
The "Python Machine Learning (2nd edition)" book code repository and info resource
Darkflow ⭐ 5,905
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
Best Of Ml Python ⭐ 5,820
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Xlnet ⭐ 5,709
XLNet: Generalized Autoregressive Pretraining for Language Understanding
Onnxruntime ⭐ 5,586
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Tensorflow 2.x Tutorials ⭐ 5,496
TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。
Deeppavlov ⭐ 5,432
An open source library for deep learning end-to-end dialog systems and chatbots.
Seq2seq ⭐ 5,300
A general-purpose encoder-decoder framework for Tensorflow
Serving ⭐ 5,223
A flexible, high-performance serving system for machine learning models
Topdeeplearning ⭐ 4,901
A list of popular github projects related to deep learning
Docs ⭐ 4,860
TensorFlow documentation
Introtodeeplearning ⭐ 4,860
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Keras Js ⭐ 4,723
Run Keras models in the browser, with GPU support using WebGL
Graph_nets ⭐ 4,679
Build Graph Nets in Tensorflow
Practical_rl ⭐ 4,675
A course in reinforcement learning in the wild
Sketch Code ⭐ 4,525
Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.
Edward ⭐ 4,503
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
Tensorflow World ⭐ 4,501
🌎 Simple and ready-to-use tutorials for TensorFlow
Deeplearning ⭐ 4,439
深度学习入门教程, 优秀文章, Deep Learning Tutorial
Textgenrnn ⭐ 4,426
Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.
Hyperlpr ⭐ 4,303
基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.
Tensorspace ⭐ 4,171
Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js
Ssd Tensorflow ⭐ 4,049
Single Shot MultiBox Detector in TensorFlow
T81_558_deep_learning ⭐ 3,986
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
Ai Learn ⭐ 3,947
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
Tf Pose Estimation ⭐ 3,824
Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.
Einops ⭐ 3,723
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
Hub ⭐ 3,592
Dataset format for AI. Easily build and manage datasets for machine and deep learning. Stream data real-time & version-control it. https://activeloop.ai
Hyperlpr ⭐ 3,546
基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.
Hands On Ml Zh ⭐ 3,536
📖 [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下线！！】
Probability ⭐ 3,499
Probabilistic reasoning and statistical analysis in TensorFlow
Tensorflow Yolov3 ⭐ 3,457
🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"
Client ⭐ 3,420
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
Tensorflow Project Template ⭐ 3,387
A best practice for tensorflow project template architecture.
Adanet ⭐ 3,309
Fast and flexible AutoML with learning guarantees.
Tnn ⭐ 3,153
TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework.
Image Super Resolution ⭐ 3,099
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
Byteps ⭐ 2,977
A high performance and generic framework for distributed DNN training
Polyaxon ⭐ 2,928
Machine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)
Deep Learning Model Convertor ⭐ 2,909
The convertor/conversion of deep learning models for different deep learning frameworks/softwares.
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 2,878
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
Easy Tensorflow ⭐ 2,844
Simple and comprehensive tutorials in TensorFlow
Deep Learning Keras Tensorflow ⭐ 2,822
Introduction to Deep Neural Networks with Keras and Tensorflow
Lstm Human Activity Recognition ⭐ 2,818
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
East ⭐ 2,771
A tensorflow implementation of EAST text detector
Neural Style Tf ⭐ 2,755
TensorFlow (Python API) implementation of Neural Style
Automatic_speech_recognition ⭐ 2,739
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
Nlp Architect ⭐ 2,729
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
Deepqa ⭐ 2,688
My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot
Deep_reinforcement_learning_course ⭐ 2,665
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
Deep Learning Book ⭐ 2,650
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
Tensorflow Internals ⭐ 2,641
It is open source ebook about TensorFlow kernel and implementation mechanism.
Keras Vis ⭐ 2,592
Neural network visualization toolkit for keras
Python Machine Learning Book 3rd Edition ⭐ 2,536
The "Python Machine Learning (3rd edition)" book code repository
Deepface ⭐ 2,528
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
Alpha Zero General ⭐ 2,524
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
Thinc ⭐ 2,389
🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
Deepvariant ⭐ 2,354
DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.
Imgclsmob ⭐ 2,316
Sandbox for training deep learning networks
Luminoth ⭐ 2,315
Deep Learning toolkit for Computer Vision.
Tensorflow And Deeplearning Tutorial ⭐ 2,312
A TensorFlow & Deep Learning online course I taught in 2016
Semantic Segmentation Suite ⭐ 2,311
Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
Yolov3 Tf2 ⭐ 2,278
YoloV3 Implemented in Tensorflow 2.0
Deepdetect ⭐ 2,274
Deep Learning API and Server in C++14 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
Ml Workspace ⭐ 2,232
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Djl ⭐ 2,171
An Engine-Agnostic Deep Learning Framework in Java
Deep Learning For Recommendation Systems ⭐ 2,141
This repository contains Deep Learning based articles , paper and repositories for Recommender Systems
Tensorflow.net ⭐ 2,110
.NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.
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