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The Top 770 Keras Open Source Projects

Data Science Ipython Notebooks ⭐ 21,215
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.
Mask_rcnn ⭐ 20,137
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Tqdm ⭐ 18,592
A Fast, Extensible Progress Bar for Python and CLI
100 Days Of Ml Code ⭐ 16,425
100-Days-Of-ML-Code中文版
Netron ⭐ 14,834
Visualizer for neural network, deep learning, and machine learning models
Cheatsheets Ai ⭐ 13,772
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
Screenshot To Code ⭐ 13,355
A neural network that transforms a design mock-up into a static website.
Ncnn ⭐ 11,881
ncnn is a high-performance neural network inference framework optimized for the mobile platform
Horovod ⭐ 11,328
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
Onnx ⭐ 10,803
Open standard for machine learning interoperability
D2l En ⭐ 10,136
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.
Faceai ⭐ 8,775
一款入门级的人脸、视频、文字检测以及识别的项目.
Keras Gan ⭐ 8,173
Keras implementations of Generative Adversarial Networks.
Autokeras ⭐ 8,014
AutoML library for deep learning
Deepo ⭐ 6,008
Set up deep learning environment in a single command line.
Mmdnn ⭐ 5,354
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
Best Of Ml Python ⭐ 5,336
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Keras Rl ⭐ 5,063
Deep Reinforcement Learning for Keras.
Keras Js ⭐ 4,828
Run Keras models in the browser, with GPU support using WebGL
Practical_rl ⭐ 4,545
A course in reinforcement learning in the wild
Sketch Code ⭐ 4,479
Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.
Tensorspace ⭐ 4,433
Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js
Textgenrnn ⭐ 4,425
Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.
Asrt_speechrecognition ⭐ 4,244
A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统
Deeplearningzerotoall ⭐ 4,173
TensorFlow Basic Tutorial Labs
Pipeline ⭐ 4,113
PipelineAI Kubeflow Distribution
Bigdl ⭐ 3,736
BigDL: Distributed Deep Learning Framework for Apache Spark
T81_558_deep_learning ⭐ 3,708
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
Ai Learn ⭐ 3,549
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
Unet ⭐ 3,530
unet for image segmentation
Segmentation_models ⭐ 3,252
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
Einops ⭐ 3,225
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
Pytorch Summary ⭐ 3,148
Model summary in PyTorch similar to `model.summary()` in Keras
Client ⭐ 3,060
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
Deep Learning Model Convertor ⭐ 2,956
The convertor/conversion of deep learning models for different deep learning frameworks/softwares.
Deep Learning In Production ⭐ 2,907
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
Image Super Resolution ⭐ 2,847
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
Byteps ⭐ 2,844
A high performance and generic framework for distributed DNN training
Polyaxon ⭐ 2,843
Machine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)
Keras Vis ⭐ 2,834
Neural network visualization toolkit for keras
Deep Learning Keras Tensorflow ⭐ 2,833
Introduction to Deep Neural Networks with Keras and Tensorflow
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 2,811
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.
Deepjazz ⭐ 2,719
Deep learning driven jazz generation using Keras & Theano!
Capsnet Keras ⭐ 2,424
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
Alpha Zero General ⭐ 2,396
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
Keras Attention Mechanism ⭐ 2,395
Attention mechanism Implementation for Keras.
Imgclsmob ⭐ 2,199
Sandbox for training deep learning networks
Deepinterests ⭐ 2,189
深度有趣
Keras Bert ⭐ 2,178
Implementation of BERT that could load official pre-trained models for feature extraction and prediction
Captcha_break ⭐ 2,109
验证码识别
Donkeycar ⭐ 2,093
Open source hardware and software platform to build a small scale self driving car.
Hyperas ⭐ 2,088
Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization
Deep Learning With Keras Notebooks ⭐ 2,069
Jupyter notebooks for using & learning Keras
Foolbox ⭐ 1,936
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
Transparent_latent_gan ⭐ 1,921
Use supervised learning to illuminate the latent space of GAN for controlled generation and edit
Autonomousdrivingcookbook ⭐ 1,843
Scenarios, tutorials and demos for Autonomous Driving
Turkce Yapay Zeka Kaynaklari ⭐ 1,827
Türkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (machine learning) çalışmalarının derlendiği sayfa.
Chess Alpha Zero ⭐ 1,810
Chess reinforcement learning by AlphaGo Zero methods.
Spektral ⭐ 1,774
Graph Neural Networks with Keras and Tensorflow 2.
Deepschool.io ⭐ 1,771
Deep Learning tutorials in jupyter notebooks.
Practical Machine Learning With Python ⭐ 1,766
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
Invoicenet ⭐ 1,751
Deep neural network to extract intelligent information from invoice documents.
Automl Gs ⭐ 1,744
Provide an input CSV and a target field to predict, generate a model + code to run it.
Ssd_keras ⭐ 1,733
A Keras port of Single Shot MultiBox Detector
Deepface ⭐ 1,675
A Lightweight Deep Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Framework for Python
Keras_to_tensorflow ⭐ 1,576
General code to convert a trained keras model into an inference tensorflow model
Auto_ml ⭐ 1,538
[UNMAINTAINED] Automated machine learning for analytics & production
Keras Contrib ⭐ 1,505
Keras community contributions
Tools To Design Or Visualize Architecture Of Neural Network ⭐ 1,500
Tools to Design or Visualize Architecture of Neural Network
Elephas ⭐ 1,483
Distributed Deep learning with Keras & Spark
Hiddenlayer ⭐ 1,463
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
Ganotebooks ⭐ 1,441
wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch
Cloudml Samples ⭐ 1,424
Cloud ML Engine is now a part of AI Platform
Anago ⭐ 1,411
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
Talos ⭐ 1,408
Hyperparameter Optimization for TensorFlow, Keras and PyTorch
Adblockradio ⭐ 1,403
An adblocker for live radio streams and podcasts. Machine learning meets Shazam.
Cakechat ⭐ 1,402
CakeChat: Emotional Generative Dialog System
Image Quality Assessment ⭐ 1,372
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
Satellite Image Deep Learning ⭐ 1,325
Resources for deep learning with satellite & aerial imagery
Nlp Journey ⭐ 1,321
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.
Deepaa ⭐ 1,313
make ASCII Art by Deep Learning
Keras Resnet ⭐ 1,302
Residual networks implementation using Keras-1.0 functional API
Aim ⭐ 1,298
Aim — a super-easy way to record, search and compare 1000s of ML training runs
Keras Tcn ⭐ 1,246
Keras Temporal Convolutional Network.
Mlbox ⭐ 1,228
MLBox is a powerful Automated Machine Learning python library.
Merlin ⭐ 1,183
This is now the official location of the Merlin project.
Advancedeast ⭐ 1,158
AdvancedEAST is an algorithm used for Scene image text detect, which is primarily based on EAST, and the significant improvement was also made, which make long text predictions more accurate.https://github.com/huoyijie/raspberrypi-car
Repo 2017 ⭐ 1,133
Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano
Image Outpainting ⭐ 1,107
🏖 Keras Implementation of Painting outside the box
One Pixel Attack Keras ⭐ 1,104
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
Fabrik ⭐ 1,087
🏭 Collaboratively build, visualize, and design neural nets in browser
Livelossplot ⭐ 1,085
Live training loss plot in Jupyter Notebook for Keras, PyTorch and others
Five Video Classification Methods ⭐ 1,066
Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow
Model Optimization ⭐ 1,062
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
Cv Pretrained Model ⭐ 1,036
A collection of computer vision pre-trained models.
Super Resolution ⭐ 1,031
Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution
Twitter Sentiment Analysis ⭐ 1,030
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
Lambda Packs ⭐ 1,018
Precompiled packages for AWS Lambda
Tensorflow Onnx ⭐ 1,015
Convert TensorFlow, Keras and Tflite models to ONNX
Keras Textclassification ⭐ 1,011
中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
1-100 of 770 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