OpenCV Resources

官方網站

• "The OpenCV Open Source Computer Vision Library: What’s New and What’s Coming?" tutorial at the May 2016 Embedded Vision Summit. BY Gary Bradski, President and CEO of the OpenCV Foundation. Slideshare, Youtube video.

• Windows installation: Installation in Windows, How to build applications with OpenCV inside the Microsoft Visual Studio

• MacOS/Linux installation: Installation in Linux, Using OpenCV with gcc and CMake.

• OpenCV Books, OpenCV.org

OpenCV 4

• OpenCV 4.0: modules. OpenCV 4.0千呼萬喚始出來

• C++

  • LEARN OPENCV C++ in 4 HOURS | Including 3x Example Projects Win/Mac (2021), Youtube 2020/12. 3 hours 57 minutes. (Projects: Virtual Painter, Document Scanner, License Plate Detector)

  • OpenCV 4 Computer Vision Application Programming Cookbook. D. M. Escrivá, R. Laganiere, Fourth Edition, Packt, 2019. GitHub

  • Mastering OpenCV 4, 3rd, R. Shilkrot, D. M. Escrivá, Packt, 2018.

  • Building Computer Vision Projects with OpenCV 4 and C++: Implement complex computer vision algorithms and explore deep learning and face detection, Packt, 2019.

  • Qt 5 and OpenCV 4 Computer Vision Projects: Get up to speed with cross-platform computer vision app development by building seven practical projects, Packt, 2019.

  • Learn OpenCV 4 by Building Projects: Build real-world computer vision and image processing applications with OpenCV and C++, 2nd Edition, 2018.

• Python

  • LEARN OPENCV in 3 HOURS with Python | Including 3x Example Projects, Youtube 2020/03. 3 hours 9 minutes. (Projects: Virtual Painter, Document Scanner, License Plate Detector)

  • Modern Computer Vision with PyTorch - Explore deep learning concepts and implement over 50 real-world image applications. V Kishore Ayyadevara, Yeshwanth. 2020.

  • PyTorch Computer Vision Cookbook: Over 70 recipes to master the art of computer vision with deep learning and PyTorch 1.x. 2020.

  • Mastering OpenCV 4 with Python : A comprehensive guide to building computer vision. A. F. Villán, Packt, 2019. GitHub

  • Machine Learning for OpenCV 4: Intelligent algorithms for building image processing apps using OpenCV 4, Python, and scikit-learn, 2nd Edition. Packt, 2019. GitHub

OpenCV 3 / OpenCV 2

• Algorithm and Data Structure

  • Learning OpenCV 3: Computer Vision in C++ with the OpenCV Library. By Adrian Kaehler, Gary Bradski, O'Reilly Media, 2016.

  • Learning OpenCV. G. Bradski and A. Kaehler, Oreilly, 2008.

• C++

  • OpenCV 3 computer vision application programming cookbook. 3rd, R. Laganière, Packt Publishing, 2017. GitHub 簡體中文版

  • Mastering OpenCV 3, Second Edition. Daniel Lélis Baggio et al., 2017.

  • OpenCV with Microsoft Visual Studio 影像辨識處理，博碩，2015。

  • A practical introduction to computer vision with OpenCV, K. Dawson-Howe, John Wiley & Sons, 2014.

  • Practical OpenCV, S. Brahmbhatt, Apress, 2013.

  • OpenCV 2 computer vision application programming cookbook. R. Laganière, Packt Publishing, 2011.

    1. 中文翻譯本：OpenCV 2 電腦視覺編程手冊 (OpenCV 2 Computer Vision Application Programming Cookbook)

    2. 程式碼下載@GitHub

Python

• OpenCV Course - Full Tutorial with Python, Youtube 2020/11. 3 hours 41 minutes

• LEARN OPENCV in 3 HOURS with Python | Including 3x Example Projects, Youtube 2020/03. 3 hours 9 minutes. (Projects: Virtual Painter, Document Scanner, License Plate Detector)

• OpenCV 4

  • Modern Computer Vision with PyTorch - Explore deep learning concepts and implement over 50 real-world image applications. V Kishore Ayyadevara, Yeshwanth. 2020.

  • PyTorch Computer Vision Cookbook: Over 70 recipes to master the art of computer vision with deep learning and PyTorch 1.x. 2020.

  • Mastering OpenCV 4 with Python : A comprehensive guide to building computer vision. A. F. Villán, Packt, 2019. GitHub

  • Machine Learning for OpenCV 4: Intelligent algorithms for building image processing apps using OpenCV 4, Python, and scikit-learn, 2nd Edition. Packt, 2019. GitHub

• OpenCV 3 / OpenCV 2

  • OpenCV 3 Computer Vision with Python Cookbook Leverage the power of OpenCV 3 and Python to build computer vision. Alexey Spizhevoy, Packt, 2018.

  • OpenCV Computer Vision Examples with Python: A Complete Guide for Dummies [Video]. Abhilash Nelson, Packt, 2019.

  • Python Computer Vision Tutorial with OpenCV. 2018.

  • Building Advanced OpenCV3 Projects with Python [Video]. Riaz Munshi, Packt, 2018.

  • OpenCV Computer Vision Projects with Python. J. Howse, P. Joshi, M. Beyeler, Packt, 2016.

  • Learning OpenCV 3 Computer Vision with Python, 2/e. By Joe Minichino, Joseph Howse. Packt, 2015.