Rennervate

A drowsiness detection model in the making

TO DO

1. Clone repo

$ git clone https://github.com/kcaashish/RennervateML.git
$ cd RennervateML

2. Using virtual environment ".venv" (or choose your name)

• For Linux:

  $ python -m venv .venv
  $ source .venv/bin/activate

• For Windows: Go to the folder, then open Git Bash, then:

  $ python -m venv .venv
  $ source .venv\Scripts\activate.bat

3. Installing requirements in .venv

$ pip install -r requirements.txt

You should try installing each requirements separately if you are getting errors using the above method.

• For Linux:

  • Install Cmake into your system

    Arch / Manjaro
    $ sudo pacman -S cmake

    Debian / Ubuntu
    $ sudo apt install cmake

  • Then, in the virtual environment:

    $ pip install cmake
    $ pip install opencv-python==4.2.0.34
    $ pip install dlib

• For Windows:
  • You can follow the link below for installing Cmake and dlib required for the project: Installation helper
  • Use the link below to download Cmake if the link mentioned in the guide doesn't work: download Cmake from here
  • For openCV:

    $ pip install opencv-python

4. Open project with VS Code

$ code .

If you need to download the shape predictor file, to get it from dlib go to the following link and extract the shape_predictor_68_landmark.dat file to the project folder. Or you can download it directly here.