fyng / hmm_accelerometry

Motion classification from IMU accelerometry using Hidden Markov Model

hmm_accemerometry

Motion classification from IMU accelerometry using Hidden Markov Model.

Usage

Install micromamba or mamba as the package manager. To install micromamba, refer to the installation guide

To install the classifier:

1. Clone the repo

git clone https://github.com/fyng/hmm_accemerometry.git

cd hmm_accelerometry

2. Create virtual environment

micromamba env create -f environment.yml

micromamba activate hmm

3. Install the model

pip install .

4. Run the model In demo.ipynb, update the directory of the test folder. Then run all cells.

Acknowledgement

ECE 5242 - Intelligent Autonomous Systems taught by Prof Daniel Lee & Travers Rhodes