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.

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Student_Logger-Gaze_Tracking

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• 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 wit…

computer-vision deep-learning dlib gaze-tracking machine-learning opencv pupil-detection python webcam-processing

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Name		Name	Last commit message	Last commit date
.idea		.idea
4layer		4layer
pupil track dependencies		pupil track dependencies
track dependencies		track dependencies
Model.py		Model.py
main.py		main.py
merge-csv.py		merge-csv.py
recorder.py		recorder.py

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computer-vision deep-learning dlib gaze-tracking machine-learning opencv pupil-detection python webcam-processing

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