Driver-Fatigue-Monitoring

Introduction

This is a simple driver fatigue monitoring based on eye status.

The face detection using hdface.

The eyes keypoints detectiong using PFPLD.

Requirements

• python 3

• hdface == 0.1.3

• numpy == 1.16.6

• opencv-python == 4.2.0.32

• torch == 1.1.0

• torchvision == 0.3.0

Todo

Replace hdface with retinaface.

Adding video detection for better robustness.

more。。。

References

• paper: A Practical Facial Landmark Detector

• code: PFPLD