Course Code: opencv
Duration: 28 hours
Prerequisites:

以下选项之一:

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

以及机器学习的基本知识。线性代数、统计学、概率的知识很有说明。

Overview:

OpenCV(开源 Computer Vision 库:http://opencv.org)是一个开源 BSD 许可的库,包括数百种计算机视觉演算法。

观众

本课程面向寻求将 OpenCV 用于计算机视觉专案的工程师和架构师

Course Outline:

介绍

  • 设定OpenCV
  • API 概念

主要模组

  • 核心功能(核心模组)
  • 影像处理(imgproc 模组)
  • 进阶 GUI 和媒体(highgui 模组)
  • 影像输入和输出(imgcodecs 模组)
  • 视讯输入输出(videoio 模组)
  • 相机校准和 3D 重建(calib3d 模组)
  • 2D 功能框架(feature2d 模组)
  • 视讯分析(视讯模组)
  • 物件检测(objdetect 模组)
  • Machine Learning(ML 模组)
  • 计算摄影(照片模组)
  • OpenCV 可视化

额外主题

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

奖励主题不作为远端课程的一部分提供。这些课程可以在课堂课程期间进行,但必须事先达成协议,并且前提是培训师和所有参与者都拥有装有受支援的 NVIDIA GPU(用于 CUDA 模组)或 MacBook、Apple 开发者帐户和基于 iOS 的行动装置(用于 iOS 主题)。NobleProg 无法保证具有所需硬体的教练的可用性。

Sites Published:

United Arab Emirates - Computer Vision with OpenCV

Qatar - Computer Vision with OpenCV

Egypt - Computer Vision with OpenCV

Saudi Arabia - Computer Vision with OpenCV

South Africa - Computer Vision with OpenCV

Brasil - Computer Vision with OpenCV

Canada - Computer Vision with OpenCV

中国 - Computer Vision with OpenCV

香港 - Computer Vision with OpenCV

澳門 - Computer Vision with OpenCV

台灣 - Computer Vision with OpenCV

USA - Computer Vision with OpenCV

Österreich - Computer Vision with OpenCV

Schweiz - Computer Vision with OpenCV

Deutschland - Computer Vision with OpenCV

Czech Republic - Computer Vision with OpenCV

Denmark - Computer Vision with OpenCV

Estonia - Computer Vision with OpenCV

Finland - Computer Vision with OpenCV

Greece - Computer Vision with OpenCV

Magyarország - Computer Vision with OpenCV

Ireland - Computer Vision with OpenCV

Luxembourg - Computer Vision with OpenCV

Latvia - Computer Vision with OpenCV

España - Visión por Computadora con OpenCV

Italia - Computer Vision with OpenCV

Lithuania - Computer Vision with OpenCV

Nederland - Computer Vision with OpenCV

Norway - Computer Vision with OpenCV

Portugal - Computer Vision with OpenCV

România - Computer Vision with OpenCV

Sverige - Computer Vision with OpenCV

Türkiye - Computer Vision with OpenCV

Malta - Computer Vision with OpenCV

Belgique - Vision par ordinateur avec OpenCV

France - Vision par ordinateur avec OpenCV

日本 - Computer Vision with OpenCV

Australia - Computer Vision with OpenCV

Malaysia - Computer Vision with OpenCV

New Zealand - Computer Vision with OpenCV

Philippines - Computer Vision with OpenCV

Singapore - Computer Vision with OpenCV

Thailand - Computer Vision with OpenCV

Vietnam - Computer Vision with OpenCV

India - Computer Vision with OpenCV

Argentina - Visión por Computadora con OpenCV

Chile - Visión por Computadora con OpenCV

Costa Rica - Visión por Computadora con OpenCV

Ecuador - Visión por Computadora con OpenCV

Guatemala - Visión por Computadora con OpenCV

Colombia - Visión por Computadora con OpenCV

México - Visión por Computadora con OpenCV

Panama - Visión por Computadora con OpenCV

Peru - Visión por Computadora con OpenCV

Uruguay - Visión por Computadora con OpenCV

Venezuela - Visión por Computadora con OpenCV

Polska - Computer Vision with OpenCV

United Kingdom - Computer Vision with OpenCV

South Korea - Computer Vision with OpenCV

Pakistan - Computer Vision with OpenCV

Sri Lanka - Computer Vision with OpenCV

Bulgaria - Computer Vision with OpenCV

Bolivia - Visión por Computadora con OpenCV

Indonesia - Computer Vision with OpenCV

Kazakhstan - Computer Vision with OpenCV

Moldova - Computer Vision with OpenCV

Morocco - Computer Vision with OpenCV

Tunisia - Computer Vision with OpenCV

Kuwait - Computer Vision with OpenCV

Oman - Computer Vision with OpenCV

Slovakia - Computer Vision with OpenCV

Kenya - Computer Vision with OpenCV

Nigeria - Computer Vision with OpenCV

Botswana - Computer Vision with OpenCV

Slovenia - Computer Vision with OpenCV

Croatia - Computer Vision with OpenCV

Serbia - Computer Vision with OpenCV

Bhutan - Computer Vision with OpenCV

Nepal - Computer Vision with OpenCV

Uzbekistan - Computer Vision with OpenCV