Project 04 / 06
EEG Eye State
Open or closed, from brain signals
Classifies whether eyes are open or closed from Emotiv EEG headset data. EDA, correlation analysis and outlier handling first, then a comparison of models. KNN won and now runs behind FastAPI with Prometheus monitoring.
Results
What it achieved
- KNN accuracy
- 96.26%