Emotion Classification

Personal Objectives

I used this project to learn the basics of converting a Keras model trained in Python to a JavaScript model

Project Goal

Implement an emotion-classification model directly in browser to detect a person's current emotion via the webcam, and display the detected emotion to the user

Technologies Used

TensorFlowJS
TensorFlow
Bulma CSS

Description

This project is implemented purely in JavaScript using TensorFlowJS. The facial-recognition model is ported from blazeface and the emotion-detection model was trained in Python on the fer-2013 dataset

Sample Output

Angry	Surprise

TODO

Extract bounding box for face from output
Port classification code to looping function
Center webcam stream
Show percentage emotion using output tensor
Incorporate Bulma
Transition between colour changes
Push to heroku