sobir-git / mood-detection

Mood detection though camera

Mood detection

It identifies your mood level. Negative, positive, or zero.

Description:

1. Uses opencv library to detect and crop the face.
2. Uses a modified MobileNetV2 for mood regression. (mood level is any number between -1 and 1)

Model

Model training is in the notebook.

1. The model is initially trained on FER dataset.
2. Then modifying the head, it is trained (transfer learning) to my mood regression personal dataset.