A senior design project with 5 different main features:
- Single person emotion detection.
- Emotion detection for group of people.
- Emotion analysis and reporting.
- Lie detection. (voice + video)
- Emotion detection for video conference applications like Zoom, Teams and all others.
You can access the datasets from:
FER2013: https://www.kaggle.com/datasets/msambare/fer2013
FERPlus: https://github.com/microsoft/FERPlus
ExpW: http://mmlab.ie.cuhk.edu.hk/projects/socialrelation/index.html
For training and testing please download links from above links. Weights are included in the source code you can run the applicaiton simply writing:
python main.py
All the details of the project can be seen from the reports and the website:
and
https://ufukpalpas.github.io/Horus/
You can access a small demo from (in Turkish):
https://drive.google.com/file/d/1nSd0pfr9MLvKM0SK3O0bUW7hyXio1wf3/view?usp=sharing