Recognition of educational emotions

Hi everyone, I’m new to the forum, I don’t know if I posted in the right place.
I am a Ph.D. student in web science, and my thesis is on the recognition of educational emotions.

My current project is a serious game, which recognizes students’ emotions and, depending on the result, makes the game easier or more difficult.

I would like to know if anyone on the forum has worked with recognition of educational emotions.

Thank you very much.

1 Like

Hi welcome to the forum.

Are you talking about emotion in video or in text data?

1 Like

Hi! thank you Bhack

Through the webcam, I capture the image of the student, to make the recognition of the emotion after this recognition, the challenge is presented, more difficult or easier.|!


1 Like

This a quite basic TF.js example but then you can try to train your own model with some state of the art models as generally image datasets are different from the video datasets:

2 Likes

I will check, thank you very much.

Welcome @Pviegas :wave:

Found a few external resources that use TensorFlow that you might find helpful:

This video contains stepwise implementation for training dataset of “Face Emotion Recognition or Facial Expression Recognition” using Transfer Learning in Tensorflow-Keras API

(00:00:00) concepts
(00:23:01) installation
(00:30:52) implementation
(1:15:08) Live Webcame demo

2 Likes

Thank you very much, 8bitmp3!

I watched the video and already managed to advance a little in the project.

Check also his assembled tutorial

1 Like

Wow, thanks!

You really helped a lot!