Skip to content

Ali7040/Engagement-recognition-using-DAISEE-dataset

 
 

Repository files navigation

DAiSEE Engagement Recognition

Implementation in Tensorflow 2.x of Engagement Recognition using DAiSEE dataset

Engagement Recognition is made through a multi-label classification of the following status:

  • engaged
  • bored
  • frustrated
  • confused

This implementation comes with a camera script so to test it using your webcam.

Dataset

Download the dataset running the .sh script

Installation

You can install dependencies as usual using pip install -r requirements.txt Then you need to preprocess the dataset by running daisee_data_preprocessing.py script. Afterwards run train.py to train the model and test it using main.py script

About

Implementation of Engagement Recognition using DAiSEE dataset

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Python 98.5%
  • Other 1.5%