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The Top 823 Neural Network Keras Open Source Projects on Github

Categories > Machine Learning > Neural Network
Netron ⭐ 16,942
Visualizer for neural network, deep learning, and machine learning models
Ncnn ⭐ 13,219
ncnn is a high-performance neural network inference framework optimized for the mobile platform
Onnx ⭐ 11,716
Open standard for machine learning interoperability
Keras Gan ⭐ 8,383
Keras implementations of Generative Adversarial Networks.
Keras Rl ⭐ 5,037
Deep Reinforcement Learning for Keras.
Keras Js ⭐ 4,723
Run Keras models in the browser, with GPU support using WebGL
Pipeline ⭐ 4,113
PipelineAI Kubeflow Distribution
T81_558_deep_learning ⭐ 4,097
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
Image Super Resolution ⭐ 3,190
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
Deep Learning Model Convertor ⭐ 3,031
The convertor/conversion of deep learning models for different deep learning frameworks/softwares.
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 2,934
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.
Keras Vis ⭐ 2,592
Neural network visualization toolkit for keras
Deepjazz ⭐ 2,583
Deep learning driven jazz generation using Keras & Theano!
Imgclsmob ⭐ 2,343
Sandbox for training deep learning networks
Keras Contrib ⭐ 1,519
Keras community contributions
Elephas ⭐ 1,494
Distributed Deep learning with Keras & Spark
Image Quality Assessment ⭐ 1,260
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
One Pixel Attack Keras ⭐ 1,078
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
Fabrik ⭐ 1,062
🏭 Collaboratively build, visualize, and design neural nets in browser
Cv Pretrained Model ⭐ 991
A collection of computer vision pre-trained models.
Neural Structured Learning ⭐ 883
Training neural models with structured signals.
Windows Machine Learning ⭐ 756
Samples and Tools for Windows ML.
Tensorflow Tutorial ⭐ 751
TensorFlow and Deep Learning Tutorials
Hyperparameter_hunter ⭐ 635
Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries
Speech Emotion Analyzer ⭐ 633
The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)
Wtte Rnn ⭐ 580
WTTE-RNN a framework for churn and time to event prediction
Test Tube ⭐ 567
Python library to easily log experiments and parallelize hyperparameter search for neural networks
Keras2cpp ⭐ 515
This is a bunch of code to port Keras neural network model into pure C++.
Poutyne ⭐ 502
A simplified framework and utilities for PyTorch
Forward ⭐ 471
A library for high performance deep learning inference on NVIDIA GPUs.
Keras.net ⭐ 424
Keras.NET is a high-level neural networks API for C# and F#, with Python Binding and capable of running on top of TensorFlow, CNTK, or Theano.
Keras Text ⭐ 417
Text Classification Library in Keras
Simgan ⭐ 408
Implementation of Apple's Learning from Simulated and Unsupervised Images through Adversarial Training
Simgan Captcha ⭐ 405
Solve captcha without manually labeling a training set
Nn_playground ⭐ 390
Experimental keras implementation of novel neural network structures
Amazon Forest Computer Vision ⭐ 353
Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks
Tensorlayer Tricks ⭐ 351
How to use TensorLayer
Deep Learning ⭐ 333
深度学习/人工智能/机器学习资料汇总(Deep Learning/Artificial Intelligent/Machine Learning) 持续更新……
Thesemicolon ⭐ 312
This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.
Handson Ml2 ⭐ 287
핸즈온 머신러닝 2/E의 주피터 노트북
Tianchi Medical Lungtumordetect ⭐ 286
天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet
Ergo ⭐ 263
🧠 A tool that makes AI easier.
Pix2depth ⭐ 261
DEPRECATED: Depth Map Estimation from Monocular Images
Awesome_deep_learning_interpretability ⭐ 250
深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)
Deepposekit ⭐ 249
a toolkit for pose estimation using deep learning
Panotti ⭐ 248
A multi-channel neural network audio classifier using Keras
Keras Sharp ⭐ 248
An ongoing effort to port the Keras deep learning library to C#, supporting both TensorFlow and CNTK
Kerasdeepspeech ⭐ 244
A Keras CTC implementation of Baidu's DeepSpeech for model experimentation
Keras Non Local Nets ⭐ 233
Keras implementation of Non-local Neural Networks
Emotion Recognition Using Speech ⭐ 230
Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras
Mixture Density Networks For Distribution And Uncertainty Estimation ⭐ 225
A generic Mixture Density Networks (MDN) implementation for distribution and uncertainty estimation by using Keras (TensorFlow)
Keras Gp ⭐ 219
Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.
Style_transfer ⭐ 212
CNN image style transfer 🎨.
Deep Learning With Python ⭐ 197
Deep learning codes and projects using Python
Deep Learning For Hackers ⭐ 196
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
Emlearn ⭐ 185
Machine Learning inference engine for Microcontrollers and Embedded devices
Imageatm ⭐ 179
Image classification for everyone.
Neptune Client ⭐ 178
Neptune client library - integrate your Python scripts with Neptune
Datastories Semeval2017 Task4 ⭐ 171
Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".
Fixy ⭐ 170
Amacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.
Dkeras ⭐ 166
Distributed Keras Engine, Make Keras faster with only one line of code.
Pywarm ⭐ 165
A cleaner way to build neural networks for PyTorch.
Eyenet ⭐ 163
Identifying diabetic retinopathy using convolutional neural networks
Shape Detection ⭐ 158
🟣 Object detection of abstract shapes with neural networks
Ntu_hylee_machinelearning_homework ⭐ 156
作業分享：台大李宏毅 (Hung-Yi Lee) 教授的Machine Learning (2016, Fall)
Lacmus ⭐ 152
Lacmus is a cross-platform application that helps to find people who are lost in the forest using computer vision and neural networks.
Deephyper ⭐ 150
DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks
Robin ⭐ 144
RObust document image BINarization
Abnormal_event_detection ⭐ 142
Abnormal Event Detection in Videos using SpatioTemporal AutoEncoder
Deep Learning Resources ⭐ 138
A Collection of resources I have found useful on my journey finding my way through the world of Deep Learning.
Deepecg ⭐ 136
ECG classification programs based on ML/DL methods
Keras2cpp ⭐ 131
it's a small library for running trained Keras 2 models from a native C++ code.
Mobilenetworks ⭐ 128
Keras implementation of Mobile Networks
Ecg Arrhythmia Classification ⭐ 123
ECG arrhythmia classification using a 2-D convolutional neural network
Gan Mri ⭐ 118
Code repository for Frontiers article 'Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT'
Midi Rnn ⭐ 117
Generate monophonic melodies with machine learning using a basic LSTM RNN
Automatic Speech Recognition ⭐ 116
🎧 Automatic Speech Recognition: DeepSpeech & Seq2Seq (TensorFlow)
Handpose ⭐ 111
A python program to detect and classify hand pose using deep learning techniques
Keras_weight_animator ⭐ 107
Save keras weight matrices as short animated videos during training
Sru Deeplearning Workshop ⭐ 105
دوره 12 ساعته یادگیری عمیق با چارچوب Keras
Autoencoders ⭐ 105
Implementation of simple autoencoders networks with Keras
Deep Learning Coursera ⭐ 102
Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera
Edge Computing Engine ⭐ 95
Edge : a computing engine base C++/C
Keras Mdn Layer ⭐ 91
An MDN Layer for Keras using TensorFlow's distributions module
Pyaudioclassification ⭐ 89
🎶 dead simple audio classification
Object Tracking ⭐ 86
Multiple Object Tracking System in Keras + (Detection Network - YOLO)
Colab Tf Utils ⭐ 84
Automatically backup keras/tensorflow models from Google's Colab service to your GoogleDrive based on a keras callback!
Neural Networks ⭐ 83
practical introduction to Python for neural networks - Oct 2016
Sarcasmdetection ⭐ 82
Sarcasm detection on tweets using neural network
Conx ⭐ 80
The On-Ramp to Deep Learning
Phormatics ⭐ 79
Using A.I. and computer vision to build a virtual personal fitness trainer. (Most Startup-Viable Hack - HackNYU2018)
Neuralpy ⭐ 77
NeuralPy: A Keras like deep learning library works on top of PyTorch
Zoo ⭐ 76
Reference implementations of popular Binarized Neural Networks
Keras Complex ⭐ 76
Keras-Tensorflow implementation of complex-valued convolutional neural networks
Diin In Keras ⭐ 70
Reproducing Densely Interactive Inference Network in Keras
Allstate_capstone ⭐ 69
Allstate Kaggle Competition ML Capstone Project
Deep Learning Coursera Complete ⭐ 69
Deep Learning Specialization by Andrew Ng on Coursera - My Completed Coursework Repo - All 5 Courses
Deep Learn Oil ⭐ 68
Deep learning tools for predicting oil well data
Tensorflow_cpp ⭐ 68
C and C++ examples for tensorflow
Batter Pitcher 2vec ⭐ 67
A model for learning distributed representations of MLB players.
1-100 of 823 projects

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