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.
Hi welcome to the forum.
Are you talking about emotion in video or in text data?
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.|!
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:
I will check, thank you very much.
Welcome @Pviegas 
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
Thank you very much, 8bitmp3!
I watched the video and already managed to advance a little in the project.
Check also his assembled tutorial
Wow, thanks!
You really helped a lot!
Welcome to the forum! Your project sounds fascinating and highly innovative. Emotion recognition in educational contexts is a burgeoning field with a lot of potentials to enhance learning experiences.
While I haven’t personally worked on emotion recognition in education, I’m sure there are members here who have explored similar areas. It might be helpful to look into interdisciplinary research that combines web science, psychology, and artificial intelligence.
I recommend checking out related threads and perhaps connecting with others working on serious games and adaptive learning technologies. Your work could lead to some exciting discussions and collaborations. Good luck with your thesis, and I look forward to hearing more about your progress!
Welcome to the forum! Your project sounds fascinating and highly innovative. Emotion recognition in educational contexts is a burgeoning field with a lot of potentials to enhance learning experiences.
While I haven’t personally worked on emotion recognition in education, I’m sure there are members here who have explored similar areas. It might be helpful to look into interdisciplinary research that combines web science, psychology, and artificial intelligence.
I recommend checking out related threads and perhaps connecting with others working on serious games and adaptive learning technologies “Modified by moderator” Your work could lead to some exciting discussions and collaborations. Good luck with your thesis, and I look forward to hearing more about your progress!
