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Stress detection system based on face cues

Details to be added soon example

Requirements

  • dlib
  • imutils
  • opencv
  • pillow
  • pyautogui

Installing dlib

In order to have dlib for GPU, you need to install it from source. Assuming you have cmake installed, you need to follow these steps:

$ git clone https://github.com/davisking/dlib.git
$ cd dlib
$ mkdir build
$ cd build
$ cmake .. -DDLIB_USE_CUDA=1 -DUSE_AVX_INSTRUCTIONS=1
$ cmake --build .
$ cd ..
$ python setup.py install --yes
$ python setup.py install --set DLIB_USE_CUDA=1 --set USE_AVX_INSTRUCTIONS=1

Usage

To process a file

$ python run.py --input video.mp4

Using the webcam

$ python run.py --input 0 --rectangle --landmarks --forehead --forehead_outline --fps

  • --input 0: specify the input. if input is an integer => webcam. If input is a string => a video path

  • --rectangle: to display the rectangle around the detected face. (default: False)

  • --landmarks: to display the landmarks of the detected face. (default: False)

  • --forehead: to display a color rectangle on the forehead. (defalut: False)

  • --forehead_outline: to display the outline around the forehead. (default: False)

  • --fps: to show the framerate on the bottom left of the screen. (default: False)

  • Press 'q' on the keyboard to quit the program.