Face analysis

Description

My project includes:

AI Service:

• Fatigue detection: detect whether the listener is tired, sleepy
• Attention Analysis: Analyze attention level of viewer by tracking eyes gaze.
• Emotion Analysis: Analyze the reaction level (positive/negative) of the viewer based on emotions (Happy, Neutral, Sad)

Link model

1. Download ML model from link

2. Extract the model in /Models folder using:

   bzip2 -dk shape_predictor_68_face_landmarks.dat.bz2 

Prepare environment

$ virtualenv -p python3 python3
$ source python3/bin/active
$ pip install -r requirements.txt

Run

# for run fatigue detect tired and sleepy add tracking eyes gaze
$ python FatigueTracking/run_fatigue.py

# for run detect emotions
$ python Emotion/run_emotion.py

DEMOs

Fatigue detection

Attention analysis

Emotion analysis