A Dataset for classification of road and types using EOG smart glasses

For the data acquisition we used JINS MEME smart glasses -- a device furnished with three-point EOG and six-axis inertial measurement unit (IMU) with an accelerometer and a gyroscope. The sampling frequency of the acquired signals is 100 Hz. The data are transmitted to a computer via Bluetooth or USB and can be exported to CSV file.Data were acquired under real road conditions from 30 healthy subjects, including twenty experienced drivers and ten students attending a driving school. 16 males and 14 females with average age = 38 +-17 participated in the study.All data were labeled during the drive and then divided the into four groups regarding the type of the road:highway (autostrada),city road (ruch miasto),undeveloped area (miasto niezabudowane),housing estate (ruch osiedle),The labeling process was performed manually by simply putting a marker when the particular type of road started and ended.