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The Top 7,290 Keras Open Source Projects

Keras ⭐ 55,274
Deep Learning for humans
dependent packages 881total releases 53most recent commit 4 hours agopypi Keras} Downloads
Data Science Ipython Notebooks ⭐ 22,662
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.
most recent commit 2 months ago
Mask_rcnn ⭐ 21,634
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
total releases 5most recent commit a month ago
Tqdm ⭐ 21,628
A Fast, Extensible Progress Bar for Python and CLI
dependent packages 8,863total releases 129most recent commit 2 months agopypi tqdm} Downloads
Netron ⭐ 18,826
Visualizer for neural network, deep learning, and machine learning models
dependent packages 61total releases 464most recent commit a day agopypi netron} Downloads
100 Days Of Ml Code ⭐ 17,892
100-Days-Of-ML-Code中文版
most recent commit 2 months ago
Ncnn ⭐ 14,641
ncnn is a high-performance neural network inference framework optimized for the mobile platform
total releases 13most recent commit 9 hours ago
Screenshot To Code ⭐ 13,679
A neural network that transforms a design mock-up into a static website.
most recent commit 4 days ago
D2l En ⭐ 13,496
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
most recent commit 2 days ago
Cheatsheets Ai ⭐ 13,281
Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat
most recent commit 3 years ago
Onnx ⭐ 12,546
Open standard for machine learning interoperability
dependent packages 225total releases 25most recent commit a day agopypi onnx} Downloads
Horovod ⭐ 12,456
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
dependent packages 10total releases 71most recent commit 2 days agopypi horovod} Downloads
Best Of Ml Python ⭐ 10,260
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 2 days ago
Eat_tensorflow2_in_30_days ⭐ 9,199
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
most recent commit 5 months ago
Keras Gan ⭐ 8,537
Keras implementations of Generative Adversarial Networks.
most recent commit 4 months ago
Autokeras ⭐ 8,495
AutoML library for deep learning
dependent packages 3total releases 56most recent commit 11 days agopypi autokeras} Downloads
Awesome Semantic Segmentation ⭐ 8,065
🤘 awesome-semantic-segmentation
most recent commit a year ago
Keras Yolo3 ⭐ 6,830
A Keras implementation of YOLOv3 (Tensorflow backend)
most recent commit 9 months ago
Faceai ⭐ 6,666
一款入门级的人脸、视频、文字检测以及识别的项目.
most recent commit 2 years ago
Tensorflow2_tutorials_chinese ⭐ 6,541
tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials
most recent commit a year ago
Leeml Notes ⭐ 6,377
李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.i
most recent commit 8 months ago
Deep Learning Models ⭐ 6,266
Keras code and weights files for popular deep learning models.
most recent commit 4 years ago
Deepo ⭐ 6,197
Setup and customize deep learning environment in seconds.
most recent commit 2 months ago
Asrt_speechrecognition ⭐ 5,437
A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统
most recent commit 4 days ago
Mmdnn ⭐ 5,430
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.
total releases 10most recent commit a year ago
Keras Rl ⭐ 5,175
Deep Reinforcement Learning for Keras.
dependent packages 2total releases 7most recent commit 5 months agopypi keras-rl} Downloads
Practical_rl ⭐ 4,896
A course in reinforcement learning in the wild
most recent commit a month ago
Einops ⭐ 4,730
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
dependent packages 195total releases 7most recent commit 2 months agopypi einops} Downloads
Keras Js ⭐ 4,723
Run Keras models in the browser, with GPU support using WebGL
dependent packages 6total releases 7most recent commit 4 years agonpm keras-js} Downloads
Chineseocr ⭐ 4,703
yolo3+ocr
most recent commit 3 months ago
Sketch Code ⭐ 4,596
Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.
most recent commit 3 months ago
T81_558_deep_learning ⭐ 4,525
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
most recent commit 4 days ago
Hyperlpr ⭐ 4,503
基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.
total releases 2most recent commit 3 months ago
Tensorspace ⭐ 4,487
Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js
dependent packages 1total releases 13most recent commit 7 months agonpm tensorspace} Downloads
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.
dependent packages 1total releases 14most recent commit a year agopypi textgenrnn} Downloads
Plaidml ⭐ 4,395
PlaidML is a framework for making deep learning work everywhere.
most recent commit 2 days ago
Bert4keras ⭐ 4,393
keras implement of transformers for humans
dependent packages 10total releases 71most recent commit 17 days agopypi bert4keras} Downloads
Keras Retinanet ⭐ 4,283
Keras implementation of RetinaNet object detection.
dependent packages 4total releases 7most recent commit 2 months agopypi keras-retinanet} Downloads
Machinelearning ⭐ 4,185
Basic Machine Learning and Deep Learning
most recent commit 8 months ago
Deeplearningzerotoall ⭐ 4,126
TensorFlow Basic Tutorial Labs
most recent commit a year ago
Pipeline ⭐ 4,113
PipelineAI Kubeflow Distribution
total releases 85most recent commit 2 years ago
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：Py 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
most recent commit 2 years ago
Bigdl ⭐ 3,931
Building Large-Scale AI Applications for Distributed Big Data
dependent packages 10total releases 16most recent commit a day ago
Client ⭐ 3,917
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 216total releases 224most recent commit 3 hours agopypi wandb} Downloads
Deepface ⭐ 3,863
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
dependent packages 3total releases 74most recent commit 2 days agopypi deepface} Downloads
Lstm Neural Network For Time Series Prediction ⭐ 3,774
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
most recent commit 7 months ago
Unet ⭐ 3,641
unet for image segmentation
most recent commit 8 months ago
Segmentation_models ⭐ 3,598
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
dependent packages 12total releases 8most recent commit 5 months agopypi segmentation-models} Downloads
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.
most recent commit 2 years ago
Tensorflow Handbook ⭐ 3,509
简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程
most recent commit 9 months ago
Pytorch Summary ⭐ 3,454
Model summary in PyTorch similar to `model.summary()` in Keras
dependent packages 12total releases 12most recent commit 2 months agopypi torchsummary} Downloads
Image Super Resolution ⭐ 3,376
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
most recent commit 4 months ago
Satellite Image Deep Learning ⭐ 3,293
Resources for deep learning with satellite & aerial imagery
most recent commit 6 hours ago
Deep Learning In Production ⭐ 3,267
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
most recent commit 16 days ago
Ml Notes ⭐ 3,198
notes about machine learning
most recent commit 6 months ago
Byteps ⭐ 3,130
A high performance and generic framework for distributed DNN training
total releases 8most recent commit 2 months ago
Polyaxon ⭐ 3,094
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 10total releases 330most recent commit 4 days agopypi polyaxon} Downloads
Deep Learning Model Convertor ⭐ 3,066
The convertor/conversion of deep learning models for different deep learning frameworks/softwares.
most recent commit 3 months ago
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,050
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.
most recent commit 3 months ago
Keras Resources ⭐ 3,034
Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library
most recent commit 3 years ago
Seq2seq ⭐ 2,984
Sequence to Sequence Learning with Keras
most recent commit 3 years ago
Deep Learning Keras Tensorflow ⭐ 2,863
Introduction to Deep Neural Networks with Keras and Tensorflow
most recent commit 7 months ago
Yad2k ⭐ 2,604
YAD2K: Yet Another Darknet 2 Keras
most recent commit a year ago
Alpha Zero General ⭐ 2,604
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
most recent commit 6 months ago
Keras Vis ⭐ 2,592
Neural network visualization toolkit for keras
dependent packages 1total releases 11most recent commit 2 years agopypi keras-vis} Downloads
Deepjazz ⭐ 2,583
Deep learning driven jazz generation using Keras & Theano!
most recent commit 3 years ago
Keras Attention Mechanism ⭐ 2,580
Attention mechanism Implementation for Keras.
most recent commit a month ago
Keras Tuner ⭐ 2,540
Hyperparameter tuning for humans
dependent packages 39total releases 14most recent commit 5 days agopypi keras-tuner} Downloads
Analytics Zoo ⭐ 2,487
Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray
dependent packages 3total releases 194most recent commit 2 months agopypi bigdl-orca} Downloads
Image Segmentation Keras ⭐ 2,475
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
total releases 3most recent commit 2 days ago
Aim ⭐ 2,461
Aim 💫 — easy-to-use and performant open-source ML experiment tracker.
total releases 172most recent commit a day ago
Tensorflow ⭐ 2,444
Project containig related material for my TensorFlow articles
most recent commit 17 days ago
Machine_learning_complete ⭐ 2,431
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
most recent commit 14 days ago
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 4total releases 67most recent commit 5 months agopypi pytorchcv} Downloads
Stellargraph ⭐ 2,327
StellarGraph - Machine Learning on Graphs
dependent packages 3total releases 24most recent commit 3 months agopypi stellargraph} Downloads
Capsnet Keras ⭐ 2,321
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
most recent commit 2 years ago
Keras Bert ⭐ 2,281
Implementation of BERT that could load official pre-trained models for feature extraction and prediction
dependent packages 13total releases 98most recent commit 4 months agopypi keras-bert} Downloads
Donkeycar ⭐ 2,262
Open source hardware and software platform to build a small scale self driving car.
total releases 13most recent commit 4 days ago
Foolbox ⭐ 2,235
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
dependent packages 4total releases 70most recent commit 3 days agopypi foolbox} Downloads
Deeplearning4j Examples ⭐ 2,232
Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)
most recent commit 3 months ago
Hackingneuralnetworks ⭐ 2,215
A small course on exploiting and defending neural networks
most recent commit 2 years ago
Awesome Image Classification ⭐ 2,138
A curated list of deep learning image classification papers and codes
most recent commit a month ago
Hyperas ⭐ 2,103
Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization
dependent packages 3total releases 9most recent commit 6 months agopypi hyperas} Downloads
Gat ⭐ 2,078
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
most recent commit 10 months ago
Spektral ⭐ 2,062
Graph Neural Networks with Keras and Tensorflow 2.
dependent packages 2total releases 32most recent commit 10 days agopypi spektral} Downloads
Chinese_ocr ⭐ 2,037
CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras
most recent commit 3 years ago
Deepinterests ⭐ 1,990
深度有趣
most recent commit 2 years ago
Chinese Ocr ⭐ 1,985
[python3.6] 运用tf实现自然场景文字检测,keras/pytorch实现ctpn+crnn+ctc实现不定长场景
most recent commit 3 years ago
Turkce Yapay Zeka Kaynaklari ⭐ 1,893
Türkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (machine learning) çalışmalarının derlendiği sayfa.
most recent commit 7 months ago
Deep Learning With Keras Notebooks ⭐ 1,868
Jupyter notebooks for using & learning Keras
most recent commit 3 years ago
Autonomousdrivingcookbook ⭐ 1,861
Scenarios, tutorials and demos for Autonomous Driving
most recent commit 3 years ago
Webdnn ⭐ 1,854
The Fastest DNN Running Framework on Web Browser
total releases 12most recent commit 3 months ago
Efficientnet ⭐ 1,853
Implementation of EfficientNet model. Keras and TensorFlow Keras.
dependent packages 8total releases 9most recent commit 10 months agopypi efficientnet} Downloads
Transparent_latent_gan ⭐ 1,807
Use supervised learning to illuminate the latent space of GAN for controlled generation and edit
most recent commit 4 years ago
Deepschool.io ⭐ 1,788
Deep Learning tutorials in jupyter notebooks.
most recent commit 4 days ago
Invoicenet ⭐ 1,763
Deep neural network to extract intelligent information from invoice documents.
most recent commit a year ago
Pinto_model_zoo ⭐ 1,682
A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.
most recent commit 4 days ago
Captcha_break ⭐ 1,677
验证码识别
most recent commit 2 years ago
Chess Alpha Zero ⭐ 1,666
Chess reinforcement learning by AlphaGo Zero methods.
most recent commit 2 years ago
Automl Gs ⭐ 1,642
Provide an input CSV and a target field to predict, generate a model + code to run it.
total releases 2most recent commit 3 years ago
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