Computer Vision with OpenCV 교육 과정

Course Code

opencv

Duration

28 hours (usually 4 days including breaks)

Requirements

One of the following:

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

Overview

OpenCV (Open Source Computer Vision Library : http://opencv.org)는 수백 개의 컴퓨터 비전 알고리즘이 포함 된 오픈 소스 BSD 라이센스 라이브러리입니다.

청중

이 과정은 컴퓨터 비전 프로젝트에 OpenCV 를 활용하려는 엔지니어 및 건축가를 대상으로합니다.

Machine Translated

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 available as a part of a remote course. They can be delivered during classroom-based courses, but only by prior agreement, and only if both the trainer and all participants have laptops 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.

회원 평가

★★★★★
★★★★★

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