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opencvobjectdetection's Introduction

EN:Object Detection with OpenCV TR:OpenCV ile Nesne Tespiti

Youtube üzerinden ilgili video eğitimlere ulaşabilirsiniz.

Examples

There are three examples in the repository.

Haar Cascade

Object detection examples with haar cascade classifier algorithm (Face, eyes, mouth, other objects etc.). Cascade Classifier Training http://docs.opencv.org/3.1.0/dc/d88/tutorial_traincascade.html

What is Haar cascade? Haar cascade classifier Object Detection using Haar feature-based cascade classifiers is an effective object detection method proposed by Paul Viola and Michael Jones in their paper, "Rapid Object Detection using a Boosted Cascade of Simple Features" in 2001. It is a machine learning based approach where a cascade function is trained from a lot of positive and negative images. It is then used to detect objects in other images.

Example 1: Face And Eye Detection

Requirements

  • OpenCV 3.x Version
  • Java >6 Version

Face and eye detection by the camera using haar cascade algorithm. Video haar cascade

Example 2: Object Detection and Tracking Using Color

An example of an application where OpenCV is used to detect objects based on color differences.

Requirements

  • OpenCV >2.x Version
  • Java >6 Version

Examples 3: Object Detection with Template Matching

Template matching is a technique for finding areas of an image that match (are similar) to a template image (patch).

Requirements

  • OpenCV 3.x Version
  • Java >6 Version

My blog post for template matching.

Object Detecting with Template Matching

opencvobjectdetection's People

Contributors

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