EyeFata is an application to predict human VO2max using eye movement behaviour. VO2max itself is an indicator of human fitness level. Previous researches found that human fitness level correlated with cognitive performance. We collected respondent's smooth pursuit and saccadic eye movement then used them to train our model.
We use Tobii Eye Tracker 5 as eye tracking device.
Follow these steps to start using the app
We recommend using python virtual environment to install required packages.
pip install -r requirements.txt- For NPM
npm install- For Yarn
yarn install- For PNPM
pnpm installFirst, go to tools/ directory and install the dependencies with npm install
Then, run this command.
node tools/startApp.js