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Course Outline

Introduction

  • Setting up OpenCV
  • API concepts

Main Modules

  • The Core Functionality (Core Module)
  • Image Processing (Imgproc Module)
  • High-Level GUI and Media (highgui module)
  • Image Input and Output (imgcodecs module)
  • Video Input and Output (videoio module)
  • Camera calibration and 3D reconstruction (calib3d module)
  • 2D Features framework (feature2d module)
  • Video analysis (video module)
  • Object Detection (objdetect module)
  • Machine Learning (ml module)
  • Computational photography (photo module)
  • OpenCV Viz

Bonus topics

  • GPU-Accelerated Computer Vision (cuda module)
  • OpenCV iOS

Bonus topics are not included as part of remote courses. They may be delivered during classroom-based sessions, but only by prior arrangement, and only if both the trainer and all participants have laptops equipped with supported NVIDIA GPUs (for the CUDA module) or MacBooks, Apple developer accounts, and iOS-based mobile devices (for the iOS topic). NobleProg cannot guarantee the availability of trainers with the required hardware.

Requirements

One of the following:

  • C++
  • Java
  • Python
  • MATLAB
  • CUDA
  • OpenCL

Plus a basic understanding of machine learning. Familiarity with linear algebra, statistics, and probability is advantageous.

 28 Hours

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