This project is an attempt at a machine learning based BCI. This will be using the Neurosky Force Trainer II headset (found on Amazon) and interfacing via bluetooth.
Initial plans are to atttempt to detect the thought patterns of the 4 primary directions (up, down, left, right) and will later be expanded if the results prove fruitful.
Current Best: CNN with ~30% accuracy. saved_models/bestModelConvolved
This project was moved to a Google Colab notebook, please visit here for the latest progress