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wtvillet's Projects

blinkt icon blinkt

Python Library for Blinkt; 8 APA102 LEDs for your Raspberry Pi

deepc icon deepc

vendor independent deep learning library, compiler and inference framework microcomputers and micro-controllers

emlearn icon emlearn

Machine Learning inference engine for Microcontrollers and Embedded devices

heatshrink icon heatshrink

data compression library for embedded/real-time systems

kalmanf icon kalmanf

A frequency tracker based on a Kalman filter update of a single parameter adaptive notch filter

neurokit icon neurokit

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

nrf24l01_plus icon nrf24l01_plus

Portable nrf24L01+ library with auto acknowledgement and auto retransmission support.

olaf icon olaf

Olaf: Overly Lightweight Acoustic Fingerprinting is a portable acoustic fingerprinting system.

ppg icon ppg

Photoplethysmogram-based Real-Time Cognitive Load Assessment Using Multi-Feature Fusion Model

pulsewaveform icon pulsewaveform

An automated pipeline for the extraction of PPG waveform features, including the Hybrid Excess and Decay (HED) model for extraction of component wave features.

pyaec icon pyaec

simple and efficient python implemention of a series of adaptive filters. including time domain adaptive filters(lms、nlms、rls、ap、kalman)、nonlinear adaptive filters(volterra filter、functional link adaptive filters)、frequency domain adaptive filters(frequency domain adaptive filter、frequency domain kalman filter) for acoustic echo cancellation.

pynrf24 icon pynrf24

Python port of the RF24 library for NRF24L01+ radios.

scikinc icon scikinc

Set of tools to translate scikit learn and keras neural network in plain C

sklearn-porter icon sklearn-porter

Transpile trained scikit-learn estimators to C, Java, JavaScript and others.

tuts icon tuts

Random stuff and tutorial code

uecg icon uecg

uECG device firmware - other parts of the project linked in description

uecg_v4_3_all icon uecg_v4_3_all

uECG - very small wearable ECG device that sends raw and processed data over BLE

wearablesensordata icon wearablesensordata

This repository provides the codes and data used in our paper "Human Activity Recognition Based on Wearable Sensor Data: A Standardization of the State-of-the-Art", where we implement and evaluate several state-of-the-art approaches, ranging from handcrafted-based methods to convolutional neural networks.

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