POET is a Python library for analysing and estimating tremor in Essential Tremor patients.
To receive updates on code releases, please 👀 watch or ⭐️ star this repository!
poet is an automated computer vision method that tracks the hands and pose movements of Essential Tremor patients.
It captures tremor amplitudes and frequencies in the kinematic and postural positions. It also captures the proximal tremor.
Follow these steps to install [Project Name] on your system.
Before you begin, ensure you have met the following requirements:
To install [Project Name], clone the repository to your local machine:
git clone https://github.com/peach-lucien/poet.git
cd PoET
pip install -e .Please also download the appropriate models from the dataverse with:
python post_install.pyExplore the ./examples/ directory to find a variety of examples demonstrating the capabilities and usage of [Project Name]. These examples are designed to help you get started and to showcase the features of the project.
To run an example, navigate to the examples directory and execute the desired script. For instance:
cd examples/toy_examples/
python run_ex_introduction.py- 📄 Preprint December 2023: Visual perceptive deep learning for smartphone video-based tremor analysis: VIPER-Tremor. Maximilian Friedrich*, ... , Robert Peach, Chi Wang Ip.
This project is licensed under the MIT License - see the LICENSE file for details.