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The Top 2,367 Deep Learning Keras Open Source Projects

Categories > Machine Learning > Deep Learning
Keras ⭐ 55,935
Deep Learning for humans
dependent packages 330total releases 65most recent commit 10 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 5 months ago
Netron ⭐ 19,651
Visualizer for neural network, deep learning, and machine learning models
dependent packages 63total releases 474most recent commit 10 hours agopypi netron} Downloads
100 Days Of Ml Code ⭐ 17,892
100-Days-Of-ML-Code中文版
most recent commit 4 months ago
Ncnn ⭐ 15,259
ncnn is a high-performance neural network inference framework optimized for the mobile platform
total releases 15most recent commit a day ago
D2l En ⭐ 14,584
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 10 hours ago
Screenshot To Code ⭐ 13,679
A neural network that transforms a design mock-up into a static website.
most recent commit 3 months 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 ⭐ 13,085
Open standard for machine learning interoperability
dependent packages 245total releases 26most recent commit a day agopypi onnx} Downloads
Horovod ⭐ 12,659
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
dependent packages 10total releases 72most recent commit 11 hours agopypi horovod} Downloads
Best Of Ml Python ⭐ 11,410
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit a day ago
Autokeras ⭐ 8,543
AutoML library for deep learning
dependent packages 3total releases 56most recent commit 2 months agopypi autokeras} Downloads
Keras Gan ⭐ 8,537
Keras implementations of Generative Adversarial Networks.
most recent commit 7 months ago
Awesome Semantic Segmentation ⭐ 8,065
🤘 awesome-semantic-segmentation
most recent commit a year ago
Deep Learning Models ⭐ 6,266
Keras code and weights files for popular deep learning models.
most recent commit 5 years ago
Deepo ⭐ 6,197
Setup and customize deep learning environment in seconds.
most recent commit 5 months ago
Asrt_speechrecognition ⭐ 5,470
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 3 months ago
Einops ⭐ 5,437
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
dependent packages 195total releases 7most recent commit 23 days agopypi einops} Downloads
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 7 months agopypi keras-rl} Downloads
Ai Learn ⭐ 5,131
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 months ago
Practical_rl ⭐ 4,994
A course in reinforcement learning in the wild
most recent commit a month ago
Keras Js ⭐ 4,879
Run Keras models in the browser, with GPU support using WebGL
dependent packages 6total releases 7most recent commit 2 months agonpm keras-js} Downloads
T81_558_deep_learning ⭐ 4,723
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
most recent commit a day ago
Hyperlpr ⭐ 4,626
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 2 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 5 months ago
Wandb ⭐ 4,555
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
most recent commit 10 hours 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 9 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 ⭐ 4,415
PlaidML is a framework for making deep learning work everywhere.
most recent commit 12 hours ago
Satellite Image Deep Learning ⭐ 4,368
Resources for deep learning with satellite & aerial imagery
most recent commit a day ago
Machinelearning ⭐ 4,185
Basic Machine Learning and Deep Learning
most recent commit 10 months ago
Bigdl ⭐ 3,997
Building Large-Scale AI Applications for Distributed Big Data
dependent packages 10total releases 16most recent commit 11 hours ago
Unet ⭐ 3,641
unet for image segmentation
most recent commit a year ago
Pytorch Summary ⭐ 3,629
Model summary in PyTorch similar to `model.summary()` in Keras
dependent packages 12total releases 12most recent commit 13 days agopypi torchsummary} Downloads
Image Super Resolution ⭐ 3,376
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
most recent commit 7 months ago
Deep Learning In Production ⭐ 3,301
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
most recent commit a month ago
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,152
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 7 days ago
Polyaxon ⭐ 3,136
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 10total releases 331most recent commit 18 hours agopypi polyaxon} Downloads
Byteps ⭐ 3,130
A high performance and generic framework for distributed DNN training
total releases 8most recent commit 5 months ago
Deep Learning Model Convertor ⭐ 3,066
The convertor/conversion of deep learning models for different deep learning frameworks/softwares.
most recent commit 6 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
Machine_learning_complete ⭐ 2,885
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
most recent commit 20 days ago
Alpha Zero General ⭐ 2,873
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
most recent commit 6 days ago
Deep Learning Keras Tensorflow ⭐ 2,863
Introduction to Deep Neural Networks with Keras and Tensorflow
most recent commit 10 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 4 months ago
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 4total releases 67most recent commit 8 months agopypi pytorchcv} Downloads
Stellargraph ⭐ 2,327
StellarGraph - Machine Learning on Graphs
dependent packages 3total releases 24most recent commit 5 months agopypi stellargraph} Downloads
Deeplearning4j Examples ⭐ 2,266
Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)
most recent commit 15 hours ago
Awesome Image Classification ⭐ 2,138
A curated list of deep learning image classification papers and codes
most recent commit 4 months ago
Spektral ⭐ 2,136
Graph Neural Networks with Keras and Tensorflow 2.
dependent packages 2total releases 32most recent commit a month agopypi spektral} Downloads
Deepinterests ⭐ 1,990
深度有趣
most recent commit 2 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 9 months ago
Deep Learning With Keras Notebooks ⭐ 1,868
Jupyter notebooks for using & learning Keras
most recent commit 4 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 6 months ago
Efficientnet ⭐ 1,853
Implementation of EfficientNet model. Keras and TensorFlow Keras.
dependent packages 8total releases 9most recent commit a year agopypi efficientnet} Downloads
Deepschool.io ⭐ 1,788
Deep Learning tutorials in jupyter notebooks.
most recent commit 3 months ago
Invoicenet ⭐ 1,763
Deep neural network to extract intelligent information from invoice documents.
most recent commit a year ago
Captcha_break ⭐ 1,677
验证码识别
most recent commit 2 years ago
Practical Machine Learning With Python ⭐ 1,586
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.
most recent commit 2 years ago
Tensorflow Onnx ⭐ 1,581
Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX
dependent packages 35total releases 26most recent commit 2 days agopypi tf2onnx} Downloads
Ssd_keras ⭐ 1,562
A Keras port of Single Shot MultiBox Detector
most recent commit 2 years ago
Quiver ⭐ 1,536
Interactive convnet features visualization for Keras
most recent commit 2 years ago
Elephas ⭐ 1,536
Distributed Deep learning with Keras & Spark
total releases 23most recent commit 5 months ago
Hiddenlayer ⭐ 1,531
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
dependent packages 5total releases 3most recent commit 10 months agopypi hiddenlayer} Downloads
Deep_sort_yolov3 ⭐ 1,528
Real-time Multi-person tracker using YOLO v3 and deep_sort with tensorflow
most recent commit a year ago
Keras Contrib ⭐ 1,519
Keras community contributions
most recent commit 2 years ago
Talos ⭐ 1,514
Hyperparameter Optimization for TensorFlow, Keras and PyTorch
most recent commit 4 months ago
Keras Tcn ⭐ 1,512
Keras Temporal Convolutional Network.
most recent commit 10 days ago
Keras_to_tensorflow ⭐ 1,508
General code to convert a trained keras model into an inference tensorflow model
most recent commit 2 years ago
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 6total releases 78most recent commit 3 years agopypi auto_ml} Downloads
Anago ⭐ 1,428
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
total releases 14most recent commit 6 months ago
Deepmoji ⭐ 1,331
State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.
most recent commit 6 months ago
Nlp Journey ⭐ 1,328
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.
total releases 3most recent commit a year ago
Deepaa ⭐ 1,318
make ASCII Art by Deep Learning
most recent commit a year ago
Advanced Deep Learning With Keras ⭐ 1,314
Advanced Deep Learning with Keras, published by Packt
most recent commit 2 months ago
Mlbox ⭐ 1,282
MLBox is a powerful Automated Machine Learning python library.
total releases 21most recent commit 6 months ago
Model Optimization ⭐ 1,276
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
dependent packages 18total releases 26most recent commit 13 days agopypi tensorflow-model-optimization} Downloads
Image Quality Assessment ⭐ 1,260
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
most recent commit 2 years ago
Face Mask Detection ⭐ 1,244
Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
most recent commit 4 months ago
Keras Resnet ⭐ 1,194
Residual networks implementation using Keras-1.0 functional API
most recent commit 5 years ago
Merlin ⭐ 1,189
This is now the official location of the Merlin project.
most recent commit 2 years ago
Livelossplot ⭐ 1,169
Live training loss plot in Jupyter Notebook for Keras, PyTorch and others
dependent packages 6total releases 25most recent commit 4 months agopypi livelossplot} Downloads
Cakechat ⭐ 1,169
CakeChat: Emotional Generative Dialog System
most recent commit 2 years ago
Labml ⭐ 1,156
🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
dependent packages 6total releases 131most recent commit 3 days agopypi labml} Downloads
Repo 2017 ⭐ 1,146
Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano
most recent commit 8 months ago
Advancedeast ⭐ 1,134
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-c
most recent commit a year ago
Image Outpainting ⭐ 1,118
🏖 Keras Implementation of Painting outside the box
most recent commit 5 months ago
Lambda Networks ⭐ 1,110
Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute
total releases 11most recent commit 2 years ago
One Pixel Attack Keras ⭐ 1,078
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
most recent commit 2 years ago
Ssd_keras ⭐ 1,061
Port of Single Shot MultiBox Detector to Keras
most recent commit 3 years ago
Deep Learning With Keras ⭐ 1,038
Code repository for Deep Learning with Keras published by Packt
most recent commit 2 months ago
Ktrain ⭐ 1,034
ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
dependent packages 2total releases 173most recent commit 13 days agopypi ktrain} Downloads
Tools To Design Or Visualize Architecture Of Neural Network ⭐ 1,017
Tools to Design or Visualize Architecture of Neural Network
most recent commit 2 years ago
Async Rl ⭐ 1,013
Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"
most recent commit 4 years ago
Cv Pretrained Model ⭐ 991
A collection of computer vision pre-trained models.
most recent commit a year ago
Keract ⭐ 990
Layers Outputs and Gradients in Keras. Made easy.
most recent commit a month ago
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