Practical OpenCV with Python by Examples: Learn tools and techniques from hands-on examples in Python by SCHMITT STEPHEN G

Author:SCHMITT, STEPHEN G
Language: eng
Format: epub
Published: 2024-10-07T00:00:00+00:00

Chapter 8: Face Detection using Python and OpenCV with webcam

OpenCV is a Library which is used to carry out image processing using programming languages like python. This project utilizes OpenCV Library to make a Real-Time Face Detection using your webcam as a primary camera.

Following are the requirements for it:-

Python 2.7

OpenCV

Numpy

Haar Cascade Frontal face classifiers

Approach/Algorithms used:

This project uses LBPH (Local Binary Patterns Histograms) Algorithm to detect faces. It labels the pixels of an image by thresholding the neighborhood of each pixel and considers the result as a binary number.

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