GitHub - Srinath-N-R/Student_Logger-Gaze_Tracking: • This program calculates the attention span of students in online classrooms based on gaze tracking. • Input data from webcam - which after processing into text data using OpenCV & Pupil Detection - is fed into a simple neural network. • Pupil tracking was done using the Tensorflow Object Detection API. • 10 other features were also extracted with the help of simple computer vision techniques by using OpenCV & Dlib library. • Gaze tracking is successful even without requiring to initialize for the first time. • Makes 6 prediction per second. It is faster than many current models since it uses a text based simple neural network rather than a full blown CNN.

Srinath-N-R / Student_Logger-Gaze_Tracking Public

Notifications You must be signed in to change notification settings
Fork 0
Star 4

• This program calculates the attention span of students in online classrooms based on gaze tracking. • Input data from webcam - which after processing into text data using OpenCV & Pupil Detection - is fed into a simple neural network. • Pupil tracking was done using the Tensorflow Object Detection API. • 10 other features were also extracted w…

4 stars 0 forks Branches Tags Activity

Star

Notifications

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
.idea		.idea
4layer		4layer
pupil track dependencies		pupil track dependencies
track dependencies		track dependencies
Model.py		Model.py
data.txt		data.txt
main.py		main.py
merge-csv.py		merge-csv.py
recorder.py		recorder.py