/Facial-Detection-and-Motion-Tracking

Two Simple Python programs that detect faces and tracks motion using OpenCV

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

Overview

This repository contains 2 simple projects in Python using OpenCV (Computer Vision) i.e a Facial Detection System and Motion Tracker

Dependencies

To run both the programs you may require:

  1. OpenCV Library
  2. Numpy Library
    You can install both these libraries using:
    pip install opencv-python
    pip install numpy

Facial Detection

According to Wikipedia, Face detection is a computer technology being used in a variety of applications that identifies human faces in digital images.
OpenCV Python Library provides an inbuild algorithm to detect faces which uses a Machine Learning Classifier called Haar Cascade.
You can check this link to see how this algorithm works
2 Classifiers required for the program are present in this repository, However you can check more Classifiers in the OpenCV GitHub repository.

Motion Tracking

Motion Tracking is the process of recording the movement of objects or people. It is used in military, entertainment, sports, medical applications, and for validation of computer vision and robotics.
Here's a screenshot of the program:

Motion Tracking