The Top 717 Keras Open Source Projects

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The Top 717 Keras Open Source Projects

Categories > Machine Learning > Keras

Basics ⭐25,112

📚 Learn ML with clean code, simplified math and illustrative visuals.

Data Science Ipython Notebooks ⭐19,827

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 ⭐18,857

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

100 Days Of Ml Code ⭐15,936

100-Days-Of-ML-Code中文版

Cheatsheets Ai ⭐13,584

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 ⭐12,996

A neural network that transforms a design mock-up into a static website.

Netron ⭐12,148

Visualizer for neural network, deep learning, and machine learning models

Horovod ⭐10,467

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

ncnn is a high-performance neural network inference framework optimized for the mobile platform

Open standard for machine learning interoperability

D2l En ⭐8,080

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks. Adopted at 140 universities.

Keras Gan ⭐7,669

Keras implementations of Generative Adversarial Networks.

Autokeras ⭐7,592

AutoML library for deep learning

Faceai ⭐7,372

一款入门级的人脸、视频、文字检测以及识别的项目.

Set up deep learning environment in a single command line.

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.

Keras Rl ⭐4,864

Deep Reinforcement Learning for Keras.

Keras Js ⭐4,791

Run Keras models in the browser, with GPU support using WebGL

Sketch Code ⭐4,351

Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.

Tensorspace ⭐4,290

Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js

Practical_rl ⭐4,227

A course in reinforcement learning in the wild

Textgenrnn ⭐4,146

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

Pipeline ⭐4,080

PipelineAI Kubeflow Distribution

Deeplearningzerotoall ⭐4,036

TensorFlow Basic Tutorial Labs

BigDL: Distributed Deep Learning Framework for Apache Spark

Asrt_speechrecognition ⭐3,533

A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

unet for image segmentation

T81_558_deep_learning ⭐3,058

Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks

Deep Learning Model Convertor ⭐2,815

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

Deep Learning Keras Tensorflow ⭐2,791

Introduction to Deep Neural Networks with Keras and Tensorflow

Keras Vis ⭐2,747

Neural network visualization toolkit for keras

Pytorch Summary ⭐2,743

Model summary in PyTorch similar to `model.summary()` in Keras

Segmentation_models ⭐2,726

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Deepjazz ⭐2,663

Deep learning driven jazz generation using Keras & Theano!

Polyaxon ⭐2,639

Machine Learning Platform for Kubernetes

Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐2,599

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.

Ai Learn ⭐2,592

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

Deep Learning In Production ⭐2,556

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

Byteps ⭐2,488

A high performance and generic framework for distributed DNN training

Client ⭐2,433

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

Capsnet Keras ⭐2,381

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

Image Super Resolution ⭐2,279

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

Keras Attention Mechanism ⭐2,190

Attention mechanism Implementation for Keras.

Alpha Zero General ⭐2,061

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

Deepinterests ⭐2,058

Hyperas ⭐2,051

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

Deep Learning With Keras Notebooks ⭐1,995

Jupyter notebooks for using & learning Keras

Donkeycar ⭐1,983

Open source hardware and software platform to build a small scale self driving car.

Keras Bert ⭐1,981

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

Captcha_break ⭐1,897

验证码识别

Transparent_latent_gan ⭐1,877

Use supervised learning to illuminate the latent space of GAN for controlled generation and edit

Einops ⭐1,824

Deep learning operations reinvented (for pytorch, tensorflow, chainer, gluon and others)

Imgclsmob ⭐1,822

Sandbox for training convolutional networks for computer vision

Deepschool.io ⭐1,738

Deep Learning tutorials in jupyter notebooks.

Autonomousdrivingcookbook ⭐1,737

Scenarios, tutorials and demos for Autonomous Driving

Automl Gs ⭐1,698

Provide an input CSV and a target field to predict, generate a model + code to run it.

Foolbox ⭐1,695

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

Chess Alpha Zero ⭐1,692

Chess reinforcement learning by AlphaGo Zero methods.

Turkce Yapay Zeka Kaynaklari ⭐1,687

Türkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (machine learning) çalışmalarının derlendiği sayfa.

Ssd_keras ⭐1,672

A Keras port of Single Shot MultiBox Detector

Practical Machine Learning With Python ⭐1,630

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 ⭐1,558

Deep neural network to extract intelligent information from invoice documents.

Keras_to_tensorflow ⭐1,508

General code to convert a trained keras model into an inference tensorflow model

Auto_ml ⭐1,504

[UNMAINTAINED] Automated machine learning for analytics & production

Spektral ⭐1,501

Graph Neural Networks with Keras and Tensorflow 2.

Keras Contrib ⭐1,457

Keras community contributions

Elephas ⭐1,431

Distributed Deep learning with Keras & Spark

Ganotebooks ⭐1,403

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

Adblockradio ⭐1,382

An adblocker for live radio streams and podcasts. Machine learning meets Shazam.

Cloudml Samples ⭐1,367

Cloud ML Engine is now a part of AI Platform

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

Hyperparameter Optimization for TensorFlow, Keras and PyTorch

Hiddenlayer ⭐1,323

Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.

Cakechat ⭐1,291

CakeChat: Emotional Generative Dialog System

Deepaa ⭐1,266

make ASCII Art by Deep Learning

Keras Resnet ⭐1,261

Residual networks implementation using Keras-1.0 functional API

Nlp Journey ⭐1,233

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.

Image Quality Assessment ⭐1,195

Convolutional Neural Networks to predict the aesthetic and technical quality of images.

MLBox is a powerful Automated Machine Learning python library.

Merlin ⭐1,141

This is now the official location of the Merlin project.

Advancedeast ⭐1,106

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.

Image Outpainting ⭐1,096

🏖 Keras Implementation of Painting outside the box

One Pixel Attack Keras ⭐1,072

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

Fabrik ⭐1,070

🏭 Collaboratively build, visualize, and design neural nets in browser

Keras Tcn ⭐1,044

Keras Temporal Convolutional Network.

Repo 2017 ⭐1,032

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

Five Video Classification Methods ⭐1,012

Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow

🎨 A CNN visualizer

Lambda Packs ⭐982

Precompiled packages for AWS Lambda

Livelossplot ⭐982

Live training loss plot in Jupyter Notebook for Keras, PyTorch and others

Satellite Image Deep Learning ⭐946

Resources for deep learning with satellite & aerial imagery

Keras Dcgan ⭐942

Keras implementation of Deep Convolutional Generative Adversarial Networks

Keras Frcnn ⭐940

Model Optimization ⭐927

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

Cv Pretrained Model ⭐927

A collection of computer vision pre-trained models.

Genetic neural architecture search with Keras

Twitter Sentiment Analysis ⭐915

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

Deconvfaces ⭐896

Generating faces with deconvolution networks

Classification_models ⭐870

Classification models trained on ImageNet. Keras.

Deep Learning Experiments ⭐863

Notes and experiments to understand deep learning concepts

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