Engineering Project
Hidden Markov Models
Implements a Gaussian Hidden Markov Model (HMM) to classify human physical activities from smartphone accelerometer and gyroscope data.
Overview
Implements a Gaussian Hidden Markov Model (HMM) to classify human physical activities from smartphone accelerometer and gyroscope data.
Approach
A Gaussian Hidden Markov Model uses readings from a phone’s accelerometer and gyroscope to recognise physical activities.
Technology
Python, HMM, Scikit-learn, Signal Processing.