This repository hosts my Math senior thesis on the topic of Appearanced-based Eye-tracking using Convolutional Neural Networks. For all technical details and implementation, please refer to my thesis linked below.
To see the full thesis:
To see the thesis presentation:
All the required Python packages are listed in the top portion of the utils.py
file. The image pre-precessing code also depends on an open-source software called OpenFace, which is available here: https://cmusatyalab.github.io/openface/
https://webgazer.cs.brown.edu/data/
Update the set of paths to your own as specified inside utils.py
.
Then, run the code starting from the 1-import
folder, then to the 2-build
folder, and finally to the 3-analysis
folder.
Email: [email protected]