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Keras

Keras is an open source, cross platform, and user friendly neural network library written in Python. It is capable of running on top of TensorFlow, Microsoft Cognitive Toolkit, R, Theano, and PlaidML.

https://github.com/howl-anderson/tf_crf_layer

CRF(Conditional Random Field) Layer for TensorFlow 1.X with many powerful functions

conditional-random-fields crf keras keras-layer keras-tensorflow tensorflow tensorflow-layers

Last synced: 29 Oct 2024

https://github.com/nksaraf/lepton-footprint-extraction

Automated building polygon extraction from satellite imagery

automation building-footprints keras pipeline-framework tensorflow vision

Last synced: 15 Oct 2024

https://github.com/yashk2810/predicting-next-character-using-rnn

Uses RNN on the Nietzsche dataset

keras lstm rnn

Last synced: 23 Oct 2024

https://github.com/hourout/tensorview

Dynamic visualization training service in Jupyter Notebook for Keras, tf.keras and others.

jupyter-notebook keras pytorch tensorflow visualization

Last synced: 05 Nov 2024

https://github.com/akshaymogaveera/self-driving-robot-using-neural-network

This project introduces the autonomous robot which is a scaled down version of actual self-driving vehicle and designed with the help of neural network. The main focus is on building autonomous robot and train it on a designed track with the help of neural network so that it can run autonomously without a controller or driver on that specific track. The robot will stream the video to laptop which will then take decisions and send the data to raspberry pi which will then control the robot using motor driver. This motor driver will move the robot in required directions. Neural Network is used to train the model by first driving the robot on the specially designed track by labeling the images with the directions to be taken. After the model is trained it can make accurate predictions by processing the images on computer. This approach is better than conventional method which is done by extracting specific feature from images.

arduino artificial-neural-networks driverless-car google gradient-descent keras machine-learning neural-network opencv opencv3-python python raspberry-pi robotics self-driving-car self-driving-car-simulation tensorflow tensorflow-models waymo

Last synced: 29 Oct 2024

https://github.com/autonomio/wrangle

A data transformation package for deep learning with Autonomio, Keras and TensorFlow.

data-science deep-learning etl keras resampling transformation wrangling

Last synced: 06 Nov 2024

https://github.com/rodrigobressan/keras_boston_housing_price

Keras 101: A simple Neural Network for House Pricing regression

boston-housing-price-prediction jupyter-notebook keras model-explanation shap

Last synced: 06 Nov 2024

https://github.com/evenchange4/nextjs-tfjs-cnn

🐕 🐈 Classifier using Keras VGG16 transfer learning with kaggle dataset.

keras nextjs notebook-jupyter react tensorflow-js transfer-learning vgg16

Last synced: 27 Oct 2024

https://github.com/jmaces/keras-adf

Tensorflow/Keras implementation of Assumed Density Filtering (ADF) based probabilistic neural networks

deep-learning deep-neural-networks keras machine-learning probabilistic-models tensorflow

Last synced: 20 Oct 2024

https://github.com/kmkolasinski/receptivefield

Gradient based receptive field estimation for Convolutional Neural Networks

cnn keras tensorflow

Last synced: 29 Oct 2024

https://github.com/facundoq/edunn

Learn how modern, modular Neural Networks work by implementing a PyTorch/Keras-like framework.

framework keras neural-networks numpy pytorch

Last synced: 11 Oct 2024

https://github.com/pmuens/alphago

Reference implementation of DeepMinds AlphaGo based on "Deep Learning and the Game of Go"

deep-learning keras machine-learning tensorflow

Last synced: 17 Oct 2024

https://github.com/sayakpaul/revisiting-pooling-in-cnns

Implements RNNPool and SoftPool for CNNs.

computer-vision information-loss keras pooling tensorflow

Last synced: 23 Oct 2024

https://github.com/sun1638650145/crnn

An AutoML for CRNN, you can perform captcha recognition with just a few lines of code.

captcha-solver crnn ctc keras ocr pipeline tensorflow

Last synced: 06 Nov 2024

https://github.com/sondosaabed/image-modeling-with-keras

Understanding images as data, training CNNs, and optimizing their performance, gained the skills to apply deep learning techniques with applications

cnn deep-learning image-analysis image-processing keras matplotlib python scipy

Last synced: 06 Nov 2024

https://github.com/rakibhhridoy/anomalydetectionintimeseriesdata-keras

Statistics, signal processing, finance, econometrics, manufacturing, networking[disambiguation needed] and data mining, anomaly detection (also outlier detection) is the identification of rare items, events or observations which raise suspicions by differing significantly from the majority of the data. Typically the anomalous items will translate to some kind of problem such as bank fraud, a structural defect, medical problems or errors in a text. Anomalies are also referred to as outliers, novelties, noise, deviations and exceptions.

anomaly-detection autoencoder autoencoders deep-learning dropout keras lstm machine-learning numpy pandas python regularization tensorflow threshold

Last synced: 06 Nov 2024

https://github.com/sushant-hiray/scala-python-example

Example to demonstrate using keras library via jep in scala

keras python scala tutorial

Last synced: 01 Nov 2024

https://github.com/accurat/ackeras

AutoML library for Accurat, based on AutoKeras and Scikit-Learn.

automl keras python3

Last synced: 14 Oct 2024

https://github.com/sshh12/conv-vad

A packaged convolutional voice activity detector for noisy environments.

convolutional-neural-networks keras melspectrogram vad voice-activity-detection

Last synced: 27 Oct 2024

https://github.com/IBM/MAX-ResNet-50

Identify objects in images using a first-generation deep residual network.

docker-image keras machine-learning machine-learning-models

Last synced: 04 Aug 2024

https://github.com/ibm/max-resnet-50

Identify objects in images using a first-generation deep residual network.

docker-image keras machine-learning machine-learning-models

Last synced: 23 Oct 2024

https://github.com/wkirgsn/deep-pmsm

Estimate intrinsic Permanent Magnet Synchronous Motor temperatures with deep recurrent and convolutional neural networks.

bayesian-optimization convolutional-neural-networks deep-learning electric-motor electric-vehicles keras machine-learning recurrent-neural-networks regression temperature-monitoring time-series

Last synced: 11 Oct 2024

https://github.com/aurelienmorgan/abnormal_vibrations_watchdog

Time Series Anomaly detection. The monitored signal is made-up of machinery vibration sensor measurements.

anomaly-detection autoencoder bayesian-optimization data-pipeline etl jupyter-notebook keras lstm mongo-db pyspark python rnn tensorflow time-series

Last synced: 10 Oct 2024

https://github.com/genfifth/cvopt

Machine learning's parameter search and feature selection module which is integrated log management and visualization.

bayesian-optimization deep-learning feature-selection hyperopt hyperparameter-optimization integrated-visualization keras logmanagement machine-learning python scikit-learn

Last synced: 13 Oct 2024

https://github.com/autonomio/signs

A suite of tools for text preparation, vectorization and processing for deep learning with Keras.

embeddings fasttext gensim glove keras spacy word2vec

Last synced: 14 Oct 2024

https://github.com/vzhou842/easy-vqa-demo

A Web-based Javascript Demo of an easy-VQA model.

demo-app easy-vqa keras react tensorflowjs vqa

Last synced: 30 Oct 2024

https://github.com/mrgloom/kaggle-sea-lions-solution

NOAA Fisheries Steller Sea Lion Population Count

convolutional-neural-networks kaggle keras

Last synced: 15 Oct 2024

https://github.com/angulartist/keras-hdf5-imagedatagenerator

Blazing fast HDF5 Image Generator for Keras :zap:

h5py hdf5 keras

Last synced: 11 Oct 2024

https://github.com/harleyszhang/kaggle_humpback_whale_identification

68th palce solution in Kaggle Humpback Whale Identification.

ensemble keras whale-recognition-model

Last synced: 08 Nov 2024

https://github.com/sayakpaul/adversarial-examples-in-deep-learning

Shows how to create basic image adversaries, and train adversarially robust image classifiers (to some extent).

adversarial-examples adversarial-training keras neural-structured-learning tensorflow

Last synced: 23 Oct 2024

https://github.com/angulartist/Keras-HDF5-ImageDataGenerator

Blazing fast HDF5 Image Generator for Keras :zap:

h5py hdf5 keras

Last synced: 02 Nov 2024

https://github.com/yashk2810/neural-style-transfer

Using CNN to achieve style transfer

deep-learning keras style-transfer tensorflow

Last synced: 23 Oct 2024

https://github.com/zeta36/mushroom-detector-kerasjs

I explain how to export weights from a Keras model and import those weights in Keras.js, a JavaScript framework for running pre-trained neural networks in the browser. I show you later how to include the final result into a Phonegap Cordova mobile application.

image-classification inception-v3 keras keras-js machine-learning mushroom-classification phonegap tensorflow

Last synced: 23 Oct 2024

https://github.com/rstudio/sparktf

R interface to Spark TensorFlow Connector

apache-spark keras r rstats sparklyr sparklyr-extension tensorflow

Last synced: 03 Aug 2024

https://github.com/sayakpaul/handwriting-recognizer-in-keras

This project shows how to build a simple handwriting recognizer in Keras with the IAM dataset.

deep-learning handwriting-recognition iam-dataset keras ocr vision

Last synced: 23 Oct 2024

https://github.com/ilias-ant/tf-notify

Want to get notified on the progress of your TensorFlow model training? Enter, a TensorFlow Keras callback to send notifications on the messaging app of your choice.

callback keras notifications slack telegram tensoflow

Last synced: 13 Oct 2024

https://github.com/titu1994/tf_neural_deconvolution

Neural Deconvolutions in Tensorflow

keras tensorflow tensorflow2

Last synced: 13 Oct 2024

https://github.com/netrack/tensorcraft

TensorCraft is an AIO server for Keras models

aio keras keras-models machine-learning python3 tensorflow

Last synced: 11 Oct 2024

https://github.com/hourout/beefly

Dynamic visualization training service in Jupyter Notebook for Keras tf.keras and others.

deep-learning jupyter-notebook keras keras-visualization

Last synced: 23 Oct 2024

https://github.com/shashwath94/semisupervised-learning-with-dcgans

Using DCGANs to learn useful representations during the adversarial training process and using the learned features to classify images with relatively little training data

deeplearning generative-adversarial-network keras semi-supervised-learning

Last synced: 27 Oct 2024

https://github.com/nirantk/keras-practice

Notebooks covering Intro to CNN, Transfer Learning using VGG16

cnn-keras cnn-lecture keras keras-neural-networks keras-practice

Last synced: 14 Oct 2024

https://github.com/barqawiz/snnapy2-filters

Snappy2 detects faces in images and applies custom image filters as overlays. With Snappy2, developers can easily add fun and engaging image filters to their applications.

draw-ears draw-glasses face-detection filters image keras mustache neural-networks python tensorflow

Last synced: 14 Oct 2024

https://github.com/vivek3141/forest-fire-predictor

Predict the damage done by forest fires using Deep Learning.

flask heroku html js keras machine-learning python tensorflow webapp

Last synced: 25 Oct 2024

https://github.com/franneck94/hand-digits-recognition

Recognize your own handwritten digits with Tensorflow, embedded in a PyQT5 GUI. The Neural Network was trained on MNIST.

ai classification deep-learning detection keras machine-learning mnist mnist-dataset mnist-handwriting-recognition pyqt5 python recognition tensorflow

Last synced: 27 Oct 2024

https://github.com/amogh7joshi/engagement-detection

Engagement Detection, including facial detection and emotion recognition, using CNNs/LSTMs.

cnn computer-vision emotion-recognition engagement-prediction facial-detection fer2013 keras lstm neural-networks tensorflow

Last synced: 09 Nov 2024

https://github.com/cainmagi/mdnt

Modern Deep Network Toolkits for Tensorflow-Keras. This is a extension for newest tensorflow 1.x.

adabound auto-encoder cnn deep-learning deep-neural-networks extension keras keras-tensorflow python python-library python3 python36 swats tensorflow tensorflow-keras toolbox toolkit

Last synced: 27 Oct 2024

https://github.com/RayXie29/Kaggle-Peking-University-Baidu-Autonomous-Driving-32-place-solution

3D car detection competition on Kaggle : https://www.kaggle.com/c/pku-autonomous-driving/overview

3d-object-detection camera-rotation centernet kaggle-competition keras tensorflow unetplusplus

Last synced: 28 Oct 2024

https://github.com/sayakpaul/adamatch-tf

Includes additional materials for the following keras.io blog post.

keras semi-supervised-learning tensorflow unsupervised-domain-adaptation vision weak-supervision

Last synced: 23 Oct 2024

https://github.com/soumik12345/animegan

A Deep Convolutional Generative Adversarial Network to generate Faces of Anime Characters

anime convolutional-neural-networks dcgan dcgan-tensorflow face gan generative-adversarial-network keras python tensorflow

Last synced: 24 Oct 2024

https://github.com/irfanchahyadi/handwriting-calculator

Implementation of MNIST dataset for handwriting recognition.

handwriting-recognition image-processing keras mnist-dataset neural-networks python

Last synced: 07 Nov 2024

https://github.com/qwinpin/notifyker

Notifier and manager bot for ML librarier: Keras and Chainer

callback chainer chainer-extension keras keras-callback keras-notifications notifications telegram-bot

Last synced: 27 Oct 2024

https://github.com/sayakpaul/evonorms-in-tensorflow-2

Implements EvoNorms B0 and S0 as proposed in Evolving Normalization-Activation Layers.

automl-products deep-learning keras tensorflow

Last synced: 23 Oct 2024

https://github.com/aazhar/keras2tensorflow

Tutorial on running keras model in C++ and python tensorflow

cpp keras keras-tensorflow python tensorflow

Last synced: 15 Oct 2024

https://github.com/x-raylaser/multi-directional-mdrnn

Custom Keras layers for implementing multi-dimensional recurrent neural networks (MDRNNs) described in Alex Graves's paper https://arxiv.org/pdf/0705.2011.pdf

deep-learning keras lstm machine-learning mdrnn multi-dimensional-rnn neural-networks paper-implementations recurrent-neural-networks rnn tensorflow

Last synced: 11 Oct 2024

https://github.com/arig23498/ga-hyper-params

Variable Length Genetic Algorithm for hyperparameter optimization of a CNN

genetic-algorithm hyperparameter-optimization keras tensorflow2

Last synced: 24 Oct 2024

https://github.com/cyberzhg/keras-embed-sim

Calculate similarity with embedding

embedding keras

Last synced: 30 Sep 2024

https://github.com/fsx950223/mobilenetv3

A tensorflow implemention of MobilenetV3

keras mobilenetv3 tensorflow

Last synced: 08 Nov 2024

https://github.com/arose13/rosey

Data science utilities for statistics and machine learning

data-science data-visualization keras machine-learning tensorflow

Last synced: 10 Oct 2024

https://github.com/sayannath/tensorflow-notebooks

My Tensorflow Notebook. In this notebooks I have implemented various kind of model optimisation techniques.

colab-notebook jupyter-notebook keras models notebook quantisation tensorflow2 tflite

Last synced: 24 Oct 2024

https://github.com/hmunachi/halo

A Library That Uses Quantized Diffusion Model With Clustered Weights For Efficiently Generating More Image Datasets On-Device.

computer-vision data-augmentation diffusion-models generative-model keras machine-learning pyhton tensorflow

Last synced: 28 Oct 2024

https://github.com/michellebonat/tf_text_classify

The classic movies redux with machine learning using TensorFlow and Keras.

keras machine-learning numpy python tensorflow

Last synced: 08 Nov 2024

https://github.com/miffyli/minecraft-bc

Submission code of UEFDRL team to NeurIPS 2019 MineRL challenge (5th place)

imitation-learning keras machine-learning minecraft

Last synced: 07 Nov 2024

https://github.com/shingt/beerclassifier

Sample app to classify beer bottle using Keras / Turi Create and Core ML.

coreml ios keras python swift vision-framework

Last synced: 20 Oct 2024

https://github.com/chinmayrane16/fashion-mnist-accuracy-93.4-

Fashion-MNIST is a dataset of Zalando's article images—consisting of a training set of 60,000 examples and a test set of 10,000 examples. Each example is a 28x28 grayscale image, associated with a label from 10 classes. I trained Convolutional Neural Networks over the training data and achieved Validation Accuracy of 93% and Test Accuracy 93.4%

convolutional-neural-networks deep-learning image-classification image-processing keras

Last synced: 27 Oct 2024

https://github.com/tfunck/minc_keras

minc_keras is a code base that was developped during a hackathon to facillitate the implementation of deep learning models for brain imaging with the Keras package.

ai brain deep-learning keras machine-learning minc ml

Last synced: 02 Aug 2024

https://github.com/sayannath/identical-image-retrieval

Identical-Image-Retrieval using Deep Learning

deep-learning image-retrieval keras tensorflow

Last synced: 24 Oct 2024

https://github.com/danielegrattarola/cdt-ccm-aae

Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature Manifolds (2018, https://arxiv.org/abs/1805.06299)

change-detection deep-learning graph graph-neural-networks keras non-euclidean-geometry python

Last synced: 23 Oct 2024

https://github.com/jasmcaus/canaro

A Python library including support for Deep Learning models built using the Keras framework

computer-vision convolutional-neural-networks deep-learning keras keras-tensorflow matplotlib opencv tensorflow

Last synced: 14 Oct 2024

https://github.com/sayakpaul/vision-transformers-tf

A non-exhaustive collection of vision transformer models implemented in TensorFlow.

inductive-biases keras recognition segmentation tensorflow transformers vision

Last synced: 23 Oct 2024

https://github.com/sayakpaul/multimodal-entailment-baseline

This repository shows how to implement a basic model for multimodal entailment.

entailment keras multi-modal-learning tensorflow

Last synced: 23 Oct 2024

https://github.com/fmolivato/cwtlayerkeras

tensorflow 2.4 keras layer that compute cwt(continuous wavelet transformation) on signals

keras tensorflow2 wavelet-transform

Last synced: 14 Oct 2024

https://github.com/sayakpaul/transfer-learning-with-cifar10

Leveraging Transfer Learning on the classic CIFAR-10 dataset by using the weights from a pre-trained VGG-16 model.

convolutional-neural-networks deep-learning keras transfer-learning vgg-16

Last synced: 23 Oct 2024

https://github.com/luickk/gan-audio-generator

Generating audio using a Generative Adversarial Network

deep-learning gan general-adversarial-network keras python

Last synced: 07 Nov 2024

https://github.com/syagev/kaggle_dsb

Canidadate for the Kaggle 2017 Data Science Bowl - Automatic detection of lung cancer from CT scans

deep-learning kaggle keras python unet

Last synced: 07 Nov 2024

https://github.com/cyberzhg/keras-losses

Some loss functions in Keras

coral-loss keras loss-functions ranking-loss

Last synced: 23 Oct 2024

https://github.com/isaaccorley/making-convolutional-networks-shift-invariant-again-tensorflow

Tensorflow Implementation of BlurPool the Antialiasing Pooling operation from "Making Convolutional Networks Shift-Invariant Again"

antialiasing artificial-intelligence computer-vision keras tensorflow

Last synced: 14 Oct 2024

https://github.com/skyworld117/dianoiaml.jl

A Keras-like experimental Deep Learning framework in Julia 1.6

deep-learning gan genetic-algorithm julia keras machine-learning resnet

Last synced: 13 Oct 2024

https://github.com/robertanto/bob_telegram_tools

Bob Telegram Tools is a python library that allows you to monitor your machine learning methods just by using Telegram without any additional application.

keras telegram-bot

Last synced: 13 Oct 2024

https://github.com/neurals-ro/keras-model-viewer

Keras Model viewable as an SVG diagram

diagram javascript keras keras-models neural-network npm svg

Last synced: 13 Oct 2024

Keras Awesome Lists
CV-pretrained-model 103 awesome-tensorlayer 51 Awesome-Tensorflow2 105 awesome-keras 46 TensorFlow-Guide 819
Keras Categories
Model 💛💛💛💛💛<a name="Model" /> 52 Reinforcement Learning Learning Resources 43 Distributed Computing Tools, Libraries, and Frameworks 40 C/C++ Learning Resources 34 Other 💛💛💛💛💛<a name="Other" /> 32 JavaScript Tools, Libraries, and Frameworks 30 NLP Tools, Libraries, and Frameworks 25 C/C++ Tools and Frameworks 25 Model Deployment library 24 R Tools, Libraries, and Frameworks 21 Python Frameworks and Tools 21 Computer Vision Tools, Libraries, and Frameworks 20 Swift Tools and Frameworks 20 Python Learning Resources 18 Distributed Computing Learning Resources 18 Projects 💛💛💛💛💛<a name="Projects" /> 18 NLP Learning Resources 17 Examples/Notebooks 17 Swift Learning Resources 16 Learning Resources for ML 16