porcelainruler / driver-drowsiness-detection

An Open-CV based python apllication which indicate whether the Driver is sleepy or not with various levels of Alerts.

Driver-Drowsiness-Detection

An Open-CV based python apllication which indicate whether the Driver is sleepy or not with various levels of Alerts.

Setting Up the Application (Ubuntu)

1. Install python and pip if not have on PC.

   sudo apt-get install python3.6 sudo apt install python-pip

2. Execute the following command in terminal:

   pip install -r requirements.txt

3. Then, just simply run the application

   python final-integration.py

Setting Up Application (Windows)

1. Install Anaconda package from there distribution.

2. Install necessary packages as mentioned in requirements.txt file.

3. Run final-integration.py file.

Future Works :

1. Introduce Neck bend feature for sleeping indicator.

2. Implementing above using a DNN and comparing the results.

3. Integrate with a web up.

4. Allow autodrive or automatic stopping (not instantaneous) of vehicle in case of Dangerous/Alarm level 3.

FAQ

1. If No Camera Detected : Try to change port no. in cv2.VideoCapture(-1) to either 0 or -1.