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MLDA_Hackathon

This is the source code for our video analytics system for lecturers

Contents of repository

  1. emotion_detection_model - contains the python source code for the model we used to detect confusion in student's faces and upload data to firebase
  2. frontend_dashboard - contains the flutter source code that interfaces to firebase cloud and displays analytics data

Technologies used

Tensorflow, open-cv, flutter

Demo

https://www.youtube.com/watch?v=5WBEDc6tECY

About

Computer Vision program measuring tired of students through probability of various facial expressions and blinks per minute at Nanyang Technological University Hackathon

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  • C++ 39.3%
  • CMake 34.2%
  • Dart 12.5%
  • Python 4.8%
  • HTML 3.5%
  • C 2.7%
  • Other 3.0%