This repository contains code for analyzing the Tobii Eye Tracker dataset. The dataset can be downloaded from the website.
To download the dataset, follow these steps:
- Go to the website.
- Click on the "Download" button.
To run the code, follow these steps:
- Clone the repository to your local machine.
- Install the required dependencies by running
pip install tensorflow
in your terminal. - Open the notebook
main.ipynb
&&main2.ipynb
in Jupyter Notebook or Google Colab. - Run the code cells in order to load and preprocess the dataset, train the MLP model, and evaluate the model's performance.
- To use the trained model to predict empathy scores for new eye-tracking data, modify the code in the last code cell to load and preprocess the new data and make predictions using the trained model.