Computer Vision with OpenCV培訓

課程代碼

opencv

課程時長

28 時間: 同常來說包括休息是 4天

最低要求

One of the following:

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

概觀

OpenCV (開源Computer視覺庫:http://opencv.org)是一個開源的BSD許可庫,包含數百種計算機視覺算法。

聽眾

本課程面向尋求將OpenCV用於計算機視覺項目的工程師和建築師

Machine Translated

課程簡介

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.

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