real-time emotion recognition

A real-time emotion recognition project which can run on CPU.

Requirements

• python 3.6
• opencv 3.4.1
• tensorflow 1.5
• keras 2.1.5

Running

Using pc camera to do real-time emotion recognition.

python emotion_recognition_cam.py

Pipline

1. Using MTCNN model to detecte face and its landmarks.
2. Using RAF-DB emotion dateset(aligned) to train a mobilenet model (test acc=86.05%).