Skip to content

sohaiblaraba/facestressdetection

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

12 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

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.

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Languages