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The Top 2,313 Deep Learning Keras Open Source Projects on Github

Categories > Machine Learning > Deep Learning
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.
Netron ⭐ 16,630
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
Screenshot To Code ⭐ 13,323
A neural network that transforms a design mock-up into a static website.
Cheatsheets Ai ⭐ 13,281
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
Ncnn ⭐ 12,960
ncnn is a high-performance neural network inference framework optimized for the mobile platform
Horovod ⭐ 11,778
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
Onnx ⭐ 11,569
Open standard for machine learning interoperability
D2l En ⭐ 11,258
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.
Keras Gan ⭐ 8,383
Keras implementations of Generative Adversarial Networks.
Autokeras ⭐ 8,183
AutoML library for deep learning
Deepo ⭐ 6,010
Set up deep learning environment in a single command line.
Best Of Ml Python ⭐ 5,836
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Keras Js ⭐ 4,723
Run Keras models in the browser, with GPU support using WebGL
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.
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.
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
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
Einops ⭐ 3,723
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
Client ⭐ 3,432
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
Pytorch Summary ⭐ 3,151
Model summary in PyTorch similar to `model.summary()` in Keras
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 ⭐ 2,931
Machine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)
Deep Learning In Production ⭐ 2,909
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
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.
Deep Learning Keras Tensorflow ⭐ 2,822
Introduction to Deep Neural Networks with Keras and Tensorflow
Keras Vis ⭐ 2,592
Neural network visualization toolkit for keras
Deepjazz ⭐ 2,583
Deep learning driven jazz generation using Keras & Theano!
Deepface ⭐ 2,541
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
Keras Attention Mechanism ⭐ 2,476
Attention mechanism Implementation for Keras.
Imgclsmob ⭐ 2,316
Sandbox for training deep learning networks
Deepinterests ⭐ 1,990
深度有趣
Spektral ⭐ 1,876
Graph Neural Networks with Keras and Tensorflow 2.
Deep Learning With Keras Notebooks ⭐ 1,868
Jupyter notebooks for using & learning Keras
Autonomousdrivingcookbook ⭐ 1,861
Scenarios, tutorials and demos for Autonomous Driving
Deepschool.io ⭐ 1,777
Deep Learning tutorials in jupyter notebooks.
Invoicenet ⭐ 1,763
Deep neural network to extract intelligent information from invoice documents.
Satellite Image Deep Learning ⭐ 1,751
Resources for deep learning with satellite & aerial imagery
Captcha_break ⭐ 1,677
验证码识别
Turkce Yapay Zeka Kaynaklari ⭐ 1,642
Türkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (machine learning) çalışmalarının derlendiği sayfa.
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.
Ssd_keras ⭐ 1,562
A Keras port of Single Shot MultiBox Detector
Hiddenlayer ⭐ 1,531
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
Keras Contrib ⭐ 1,519
Keras community contributions
Keras_to_tensorflow ⭐ 1,508
General code to convert a trained keras model into an inference tensorflow model
Elephas ⭐ 1,494
Distributed Deep learning with Keras & Spark
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
Talos ⭐ 1,407
Hyperparameter Optimization for TensorFlow, Keras and PyTorch
Anago ⭐ 1,394
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
Deepaa ⭐ 1,318
make ASCII Art by Deep Learning
Keras Tcn ⭐ 1,266
Keras Temporal Convolutional Network.
Image Quality Assessment ⭐ 1,260
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
Mlbox ⭐ 1,242
MLBox is a powerful Automated Machine Learning python library.
Keras Resnet ⭐ 1,194
Residual networks implementation using Keras-1.0 functional API
Tensorflow Onnx ⭐ 1,190
Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX
Merlin ⭐ 1,189
This is now the official location of the Merlin project.
Cakechat ⭐ 1,169
CakeChat: Emotional Generative Dialog System
Model Optimization ⭐ 1,140
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
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-car
Livelossplot ⭐ 1,117
Live training loss plot in Jupyter Notebook for Keras, PyTorch and others
One Pixel Attack Keras ⭐ 1,078
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
Image Outpainting ⭐ 1,064
🏖 Keras Implementation of Painting outside the box
Face Mask Detection ⭐ 1,038
Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
Tools To Design Or Visualize Architecture Of Neural Network ⭐ 1,017
Tools to Design or Visualize Architecture of Neural Network
Repo 2017 ⭐ 1,017
Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano
Cv Pretrained Model ⭐ 991
A collection of computer vision pre-trained models.
Five Video Classification Methods ⭐ 960
Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow
Keras Dcgan ⭐ 918
Keras implementation of Deep Convolutional Generative Adversarial Networks
Devol ⭐ 910
Genetic neural architecture search with Keras
Ktrain ⭐ 909
ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
Keract ⭐ 902
Layers Outputs and Gradients in Keras. Made easy.
Deconvfaces ⭐ 897
Generating faces with deconvolution networks
Neuropod ⭐ 879
A uniform interface to run deep learning models from multiple frameworks
Advanced Deep Learning With Keras ⭐ 870
Advanced Deep Learning with Keras, published by Packt
Deep Learning Experiments ⭐ 867
Notes and experiments to understand deep learning concepts
Dl Workshop Series ⭐ 860
Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)
Keras Flask Deploy Webapp ⭐ 856
😺 Pretty & simple image classifier app template. Deploy your own trained model or pre-trained model (VGG, ResNet, Densenet) to a web app using Flask in 10 minutes.
Facerank ⭐ 821
FaceRank - Rank Face by CNN Model based on TensorFlow (add keras version). FaceRank-人脸打分基于 TensorFlow (新增 Keras 版本) 的 CNN 模型（QQ群：167122861）。技术支持：http://tensorflow123.com
Pconv Keras ⭐ 812
Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai
Twitter Sentiment Analysis ⭐ 806
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
Coloring Greyscale Images ⭐ 798
Coloring black and white images with deep learning.
Boltzmann Machines ⭐ 787
Boltzmann Machines in TensorFlow with examples
Frugally Deep ⭐ 782
Header-only library for using Keras models in C++.
Deep Learning Project Template ⭐ 762
A best practice for deep learning project template architecture.
Tensorflow Tutorial ⭐ 751
TensorFlow and Deep Learning Tutorials
Labml ⭐ 747
🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
Windows Machine Learning ⭐ 744
Samples and Tools for Windows ML.
Pytorch2keras ⭐ 740
PyTorch to Keras model convertor
Cifar 10 Cnn ⭐ 726
Play deep learning with CIFAR datasets
Cartoongan Tensorflow ⭐ 707
Generate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.
Keras Idiomatic Programmer ⭐ 705
Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
Noise2noise ⭐ 703
An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"
Keras_realtime_multi Person_pose_estimation ⭐ 677
Keras version of Realtime Multi-Person Pose Estimation project
Densenet ⭐ 658
DenseNet implementation in Keras
Attention Is All You Need Keras ⭐ 641
A Keras+TensorFlow Implementation of the Transformer: Attention Is All You Need
1-100 of 2,313 projects

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