Course Code: opencv
Duration: 28 hours
Prerequisites:

以下選項之一:

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

以及機器學習的基本知識。線性代數、統計學、概率的知識很有説明。

Overview:

OpenCV(開源 Computer Vision 庫:http://opencv.org)是一個開源 BSD 許可的庫,包括數百種計算機視覺演算法。

觀眾

本課程面向尋求將 OpenCV 用於計算機視覺專案的工程師和架構師

Course Outline:

介紹

  • 設定OpenCV
  • API 概念

主要模組

  • 核心功能(核心模組)
  • 影像處理(imgproc 模組)
  • 進階 GUI 和媒體(highgui 模組)
  • 影像輸入和輸出(imgcodecs 模組)
  • 視訊輸入輸出(videoio 模組)
  • 相機校準和 3D 重建(calib3d 模組)
  • 2D 功能框架(feature2d 模組)
  • 視訊分析(視訊模組)
  • 物件檢測(objdetect 模組)
  • Machine Learning(ML 模組)
  • 計算攝影(照片模組)
  • OpenCV 可視化

額外主題

  • GPU - 加速 Computer Vision(cuda 模組)
  • OpenCV iOS

獎勵主題不作為遠端課程的一部分提供。這些課程可以在課堂課程期間進行,但必須事先達成協議,並且前提是培訓師和所有參與者都擁有裝有受支援的 NVIDIA GPU(用於 CUDA 模組)或 MacBook、Apple 開發者帳戶和基於 iOS 的行動裝置(用於 iOS 主題)。NobleProg 無法保證具有所需硬體的教練的可用性。

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