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Pluralsight Getting Started with OpenCV in .NET

Pluralsight Getting Started with OpenCV in .NET crack

in this course, you will become familiar with the OpenCV computer vision open source library. We will demonstrate proper usage under .NET and will write samples of common image processing tasks. The course will focus on getting you started with OpenCV and will give you the tools for further self-exploration of the library. As OpenCV is a native C / C++ library, we will use the popular Emgu CV .NET wrapper in order to consume OpenCV. As we walk through the course, we will get a better understating of the domain of computer-vision in general and computer-vision problem solving in particular.

 

 

Table of contents 

 

Getting Started

 8:44
  • Introduction
      4:13
  • Real-life Samples Plus Downloading
      2:15
  • Demo
      2:16

Interacting with OpenCV in .NET

 13:28
  • Introduction
      1:31
  • Demo - Implementing a C++/CLI Wrapper to OpenCV
      5:32
  • Available Resources Overview
      1:55
  • Demo - Implementing an OCR Application Using Emgu CV
      4:29

Understanding 2D Feature Processing

 17:40
  • Introduction
      3:31
  • Feature Detection
      2:46
  • SURF as Our Feature Detector
      2:21
  • Demonstrating Object Detection
      7:58
  • Summary
      1:02

Applying OpenCV

 29:59
  • Introduction
      0:55
  • Introducing Image Processing
      1:41
  • Demo: Image Processing
      4:59
  • Motion Detection
      5:43
  • Face Detection
      4:29
  • Face Recognition
      11:15
  • Summary
      0:55

Introducing Hardware Acceleration

 17:32
  • Introduction
      1:05
  • Why Do We Need Hardware Acceleration?
      2:40
  • Computer-vision Related Problems and Hardware Acceleration
      1:49
  • Introducing NVidia CUDA
      2:00
  • NVidia CUDA Demo
      4:33
  • Introducing OpenCL
      2:03
  • OpenCL Demo
      2:17
  • Summary
      1:02

 

 

 

 

 

این دوره آموزشی شما را با کتابخانه متن باز OpenCV و نحوه کار با آن در دات نت آشنا می کند.

این دوره محصول موسسه آموزشی Pluralsight است.

لیست سرفصل های این دوره:

  • تعامل با OpenCV in .NET
  • پیاده سازی C++/CLI Wrapper با OpenCV
  • پیاده سازی نرم افزار OCR با استفاده از Emgu CV
  • درک پردازش ویژگی 2D
  • SURF به عنوان ویژگی آشکار ساز
  • استفاده از OpenCV
  • معرفی پردازش تصویر
  • تشخیص حرکت
  • تشخیص چهره
  • معرفی شتاب سخت افزار
  • معرفی NVIDIA CUDA
  • معرفی OpenCL
  • و…
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