Smart Driving Monitoring

Fatures Suported:

1. Head Pose
2. Iris Landmarks
3. Drowsiness
4. Object detection such as Mobile Phone, Wine glass, cup, bottle etc.
5. Yawning

Guidelines

• Open the terminal.

• Clone the repository.

git clone https://github.com/chandan5362/Smart-Driver-Monitoring-System.git

• Install the required dependencies inside a virtual environment.

pip install -r requirements.txt

• Run the python script.

python driver_analytics.py

By default, it accepts input from webcam. Feel free to change the input method and direct the script to the local path of the video. It's not a very fancy project but it can get you started for the advanced version. You can modify it for your purpose. You can also create a PR if you need infomation about the methodology and the algorithms or you want some more features to be included. I have tried my best to write the code as simple as possible. So, Even if you are a novice in python, you can easily understand the the codes.

Frameworks used

• Mediapipe for face detection
• dlib for iris landmarks
• YOLOv3 for object detection.
• WheNet for headpose estimation.