daradecic / affective-computing-project

Facial Expression Recognition with TensorFlow

Affective Computing - Final Project

• TASK: Facial expression recognition from images
• The entire model training is visible in the Notebook
  • In the end the custom architecture was a way to go
  • Transfer learning approach got significantly worse results
• Download the model HERE and put it into the MODELS folder

Frontend app

• You can test the functionality of the trained model via simple frontend interface
• To run the app:

    python app.py

• And then go to http://localhost:8050

Some evaluations

• You can see them all in the TESTED_IMAGES folder
• Naming convention is as follows: predicted_actual.png

angry_angry

happy_happy

fear_fear