keras-neural-networks

There are 22 repositories under keras-neural-networks topic.

philipperemy / keras-attention
Keras Attention Layer (Luong and Bahdanau scores).
keras keras-neural-networks attention-mechanism attention-model deep-learning
Language:Python 2800
InvoiceNet
naiveHobo / InvoiceNet
Deep neural network to extract intelligent information from invoice documents.
invoice invoice-management invoices invoice-insight classification deep-learning deep-neural-networks deeplearning keras keras-tensorflow keras-neural-networks invoice-pdf invoice-parser invoice-software information-retrieval information-extraction billing
Language:Python 2397
philipperemy / keract
Layers Outputs and Gradients in Keras. Made easy.
keras keras-neural-networks keras-tutorials keras-visualization deep-learning visualize-activations mnist multi-inputs machine-learning
Language:Python 1037
gmalivenko / pytorch2keras
PyTorch to Keras model convertor
pytorch keras-model-convertor keras tensorflow onnx keras-models tensorflow-models resnet densenet machinelearning keras-tensorflow keras-neural-networks pytorch-models tensorflowjs deep-learning deep-learning-models models-converter darts converter imagenet
Language:Python 849
umbertogriffo / Predictive-Maintenance-using-LSTM
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
deep-learning deep-neural-networks deep-learning-algorithms prediction-model predictive-maintenance lstm lstm-neural-networks timeseries keras keras-tensorflow keras-neural-networks keras-models
Language:Python 596
SciSharp / Keras.NET
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 keras-neural-networks csharp-library neural-network deep-learning deep-learning-library fsharp-library
Language:C# 589
harshbg / Sign-Language-Interpreter-using-Deep-Learning
A sign language interpreter using live video feed from the camera.
machine-learning deep-learning deep-neural-networks convolutional-neural-networks opencv opencv-python tensorflow keras keras-neural-networks sign-language-recognition-system sign-language hackathon major-league-hacking data-science sign-language-interpreter gestures captured-gestures language gestures-created deaf-people
Language:Python 472
marcogdepinto / emotion-classification-from-audio-files
Understanding emotions from audio files using neural networks and multiple datasets.
deep-learning deep-neural-networks machine-learning keras keras-neural-networks audio audio-processing python python3 tensorflow emotion-classification-ravdess speech emotion song livingstone classification-report ravdess-dataset songs librosa datascience
Language:Python 395
awslabs / keras-apache-mxnet
[DEPRECATED] Amazon Deep Learning's Keras with Apache MXNet support
deep-learning mxnet keras python apache-mxnet keras-mxnet keras-tutorials keras-neural-networks
Language:Python 289
alexisbcook / ResNetCAM-keras
Keras implementation of a ResNet-CAM model
classification cnn cnn-keras cnn-model cnns image-analysis image-classification keras keras-classification-models keras-models keras-neural-networks keras-tensorflow keras-visualization localisation localization resnet resnet-50
Language:Python 280
OMLT
cog-imperial / OMLT
Represent trained machine learning models as Pyomo optimization formulations
optimization python neural-network gradient-boosted-trees cnn modeling-language mathematical-programming mathematical-modelling nonlinear-programming mixed-integer-programming relu onnx keras-neural-networks pyomo mixed-integer-optimization nonlinear-optimization
Language:Python 248
JihongJu / keras-fcn
A playable implementation of Fully Convolutional Networks with Keras.
convolutional-networks keras keras-neural-networks
Language:Python 202
dkeras
dkeras-project / dkeras
Distributed Keras Engine, Make Keras faster with only one line of code.
machine-learning keras keras-tensorflow distributed-deep-learning deep-learning tensorflow ray python distributed parallel-computing neural-network deep-neural-networks distributed-systems keras-models keras-neural-networks keras-classification-models tensorflow-models distributed-keras-engine plaidml data-parallelism
Language:Python 192
akshaysharma096 / Siamese-Networks
Few Shot Learning by Siamese Networks, using Keras.
deep siamese-network few-shot-learning convolutional-neural-network machine-learning keras-neural-networks keras
Language:Jupyter Notebook 187
rowhitswami / Indian-Paper-Currency-Classification
Source code of Indian Paper Currency Classification :fire:
image-classification indian-paper-currency-prediction indian-currency-prediction keras keras-neural-networks flask python-3 aws-s3 aws-sdk gunicorn sentry-integration
Language:JavaScript 146
JihongJu / keras-resnet3d
Implementations of ResNets for volumetric data, including a vanilla resnet in 3D.
keras-neural-networks
Language:Python 141
fotisk07 / Deep-Learning-Coursera
Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera
neural-network ai matplotlib numpy-tutorial deep-learning deep-neural-networks backpropagation backpropagation-learning-algorithm gradient-descent deeplearning-ai jupyter-notebook rnn keras keras-neural-networks tensorflow cnn-classification cnn-for-visual-recognition lstm-neural-networks poetry-generator music-generation
Language:Jupyter Notebook 135
k-neural-api
joaopauloschuler / k-neural-api
K-CAI NEURAL API - Keras based neural network API that will allow you to create parameter-efficient, memory-efficient, flops-efficient multipath models with new layer types. There are plenty of examples and documentation.
keras-tensorflow keras-implementations keras-neural-networks keras-models keras-classification-models parameter-efficient parameter-efficient-learning keras-examples keras-layer keras-visualization keras-generators keras-deep-learning keras-image-classifier keras-deep-dream keras-neural-network keras-tutorial keras-image-augmentation keras-tutorials machine-learning-api
Language:Python 132
alexisbcook / keras_transfer_cifar10
Object classification with CIFAR-10 using transfer learning
classification classification-algorithm classifier cnn cnn-architecture cnn-keras cnn-model convolutional-networks convolutional-neural-networks image-classification images keras keras-classification-models keras-models keras-neural-networks keras-visualization transfer-learning tsne tsne-algorithm visualization
Language:Jupyter Notebook 130
snknitin / DeepfakeCapsuleGAN
Using Capsule Networks in GANS to generate very realistic fake images that could perhaps be used for deepfakes
capsule-networks gans generative-adversarial-network keras-neural-networks cifar-10 mnist celeba-dataset
Language:Jupyter Notebook 130
RealTime-DigitRecognition
surya-veer / RealTime-DigitRecognition
RealTime DigitRecognition using Convolutional Neural Network(CNN) with keras.
keras-neural-networks digit-recognition pygame machine-learning
Language:Python 119
chaitanya100100 / VAE-for-Image-Generation
Implemented Variational Autoencoder generative model in Keras for image generation and its latent space visualization on MNIST and CIFAR10 datasets
generative-model image-generation keras-neural-networks vae variational-autoencoder
Language:Python 116
susantabiswas / realtime-facial-emotion-analyzer
Human Emotion Analysis using facial expressions in real-time from webcam feed. Based on the dataset from Kaggle's Facial Emotion Recognition Challenge.
emotion-recognition keras-neural-networks realtime emoji facial-expression-recognition emotion-detection
Language:Jupyter Notebook 107
ianscottknight / Predicting-Myers-Briggs-Type-Indicator-with-Recurrent-Neural-Networks
myers-briggs mbti mbti-personality rnn recurrent-neural-networks keras keras-neural-networks trump-tweets trump predictive-modeling nlp nlp-machine-learning personality-traits social-media classification machine-learning textual-data tf-idf lemmatization
Language:Python 105
ani8897 / Human-Activity-Recognition
Classifying the physical activities performed by a user based on accelerometer and gyroscope sensor data collected by a smartphone in the user’s pocket. The activities to be classified are: Standing, Sitting, Stairsup, StairsDown, Walking and Cycling.
human-activity-recognition machine-learning downsampling-data accelerometer gyroscope sensor-data lstm-neural-networks rnn keras-neural-networks scikit-learn
Language:Python 95
marcogdepinto / Deep-learning-model-deploy-with-django
Serving a keras model (neural networks) in a website with the python Django-REST framework.
django django-rest-framework django-application django-framework python python-3 python3 api-rest api keras-tensorflow keras-neural-networks keras-models keras deep-learning deep-neural-networks artificial-intelligence artificial-neural-networks tensorflow keras-model prediction
Language:Python 94
danmorales / CursoDS_ProfDanilo
Códigos Python com diferentes aplicações como técnicas de machine learning e deep learning, fundamentos de estatística, problemas de regressão de classificação. Os vídeos com as explicações teóricas estão disponíveis no meu canal do YouTube
deep-learning machine-learning machine-learning-algorithms aprendizado-de-maquina ciencia-de-dados scikit-learn data-science tensorflow tensorflow-tutorials keras-neural-networks keras-classification-models keras-models keras-layer scikitlearn-machine-learning pandas-dataframe pandas-python scipy numpy
Language:Jupyter Notebook 92
philipperemy / stock-volatility-google-trends
Deep Learning Stock Volatility with Google Domestic Trends: https://arxiv.org/pdf/1512.04916.pdf
google-trends tensorflow keras keras-neural-networks keras-tensorflow tensorflow-experiments tensorflow-examples
Language:Python 89
chhayac / Machine-Learning-Notebooks
15+ Machine/Deep Learning Projects in Ipython Notebooks
ipython-notebook notebook machine-learning iris cifar-10 iris-dataset tensorflow-models tensorflow keras-tensorflow keras-neural-networks keras linear-regression multivariate-regression
Language:Jupyter Notebook 84
philiparvidsson / LSTM-Text-Generation
Tons of fun with text and recurrent neural networks! Let your computer read a book and tell you its own story. 🤣
artificial-intelligence artificial-neural-networks hylang keras keras-neural-networks lisp lstm lstm-neural-networks machine-learning natural-language-processing nlp-machine-learning recurrent-neural-networks rnn tensorflow tensorflow-experiments text-generation
Language:Hy 81
paulx3 / keras_generative_pg
A Deep Generative Framework for Paraphrase Generation Implementaion
keras keras-neural-networks
Language:Python 77
philipperemy / very-deep-convnets-raw-waveforms
Tensorflow - Very Deep Convolutional Neural Networks For Raw Waveforms - https://arxiv.org/pdf/1610.00087.pdf
waveform deep-learning very-deep-cnn deep-neural-networks residual-networks audio-analysis machine-learning tensorflow tensorflow-1-0 keras keras-neural-networks keras-models keras-tensorflow
Language:Python 74
anujdutt9 / AI-Chatbot
AI Chatbot using Dynamic Memory Network in Keras.
chatbot keras keras-neural-networks python-3-5
Language:Python 66
kidozh / keras_detect_tool_wear
Tool wear prediction by residual CNN
remaining-useful-life residual-networks keras-neural-networks
Language:HTML 65
ParikhKadam / bidaf-keras
Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2
keras keras-tensorflow keras-neural-networks keras-models tensorflow deep-learning deep-neural-networks deeplearning machine-intelligence neural-networks neural-nets neural-network neuralnetwork natural-language-processing natural-language-understanding nlp bidaf python3 machine-comprehension question-answering
Language:Python 64
AvinashNath2 / Recurrent-Neural-Network-for-BitCoin-price-prediction
Recurrent Neural Network (LSTM) by using TensorFlow and Keras in Python for BitCoin price prediction
neural-network rnn-tensorflow rnn-model rnn keras-neural-networks keras-tensorflow keras bitcoin prediction deeplearning python cnn
Language:Python 60

keras-neural-networks

philipperemy / keras-attention

naiveHobo / InvoiceNet

philipperemy / keract

gmalivenko / pytorch2keras

umbertogriffo / Predictive-Maintenance-using-LSTM

SciSharp / Keras.NET

harshbg / Sign-Language-Interpreter-using-Deep-Learning

marcogdepinto / emotion-classification-from-audio-files

awslabs / keras-apache-mxnet

alexisbcook / ResNetCAM-keras

cog-imperial / OMLT

JihongJu / keras-fcn

dkeras-project / dkeras

akshaysharma096 / Siamese-Networks

rowhitswami / Indian-Paper-Currency-Classification

JihongJu / keras-resnet3d

fotisk07 / Deep-Learning-Coursera

joaopauloschuler / k-neural-api

alexisbcook / keras_transfer_cifar10

snknitin / DeepfakeCapsuleGAN

surya-veer / RealTime-DigitRecognition

chaitanya100100 / VAE-for-Image-Generation

susantabiswas / realtime-facial-emotion-analyzer

ianscottknight / Predicting-Myers-Briggs-Type-Indicator-with-Recurrent-Neural-Networks

ani8897 / Human-Activity-Recognition

marcogdepinto / Deep-learning-model-deploy-with-django

danmorales / CursoDS_ProfDanilo

philipperemy / stock-volatility-google-trends

chhayac / Machine-Learning-Notebooks

philiparvidsson / LSTM-Text-Generation

paulx3 / keras_generative_pg

philipperemy / very-deep-convnets-raw-waveforms

anujdutt9 / AI-Chatbot

kidozh / keras_detect_tool_wear

ParikhKadam / bidaf-keras

AvinashNath2 / Recurrent-Neural-Network-for-BitCoin-price-prediction