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Machine Learning for OpenCV 4

You're reading from   Machine Learning for OpenCV 4 Intelligent algorithms for building image processing apps using OpenCV 4, Python, and scikit-learn

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Product type Paperback
Published in Sep 2019
Publisher Packt
ISBN-13 9781789536300
Length 420 pages
Edition 2nd Edition
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Authors (4):
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Aditya Sharma Aditya Sharma
Author Profile Icon Aditya Sharma
Aditya Sharma
Michael Beyeler (USD) Michael Beyeler (USD)
Author Profile Icon Michael Beyeler (USD)
Michael Beyeler (USD)
Vishwesh Ravi Shrimali Vishwesh Ravi Shrimali
Author Profile Icon Vishwesh Ravi Shrimali
Vishwesh Ravi Shrimali
Michael Beyeler Michael Beyeler
Author Profile Icon Michael Beyeler
Michael Beyeler
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Toc

Table of Contents (18) Chapters Close

Preface 1. Section 1: Fundamentals of Machine Learning and OpenCV FREE CHAPTER
2. A Taste of Machine Learning 3. Working with Data in OpenCV 4. First Steps in Supervised Learning 5. Representing Data and Engineering Features 6. Section 2: Operations with OpenCV
7. Using Decision Trees to Make a Medical Diagnosis 8. Detecting Pedestrians with Support Vector Machines 9. Implementing a Spam Filter with Bayesian Learning 10. Discovering Hidden Structures with Unsupervised Learning 11. Section 3: Advanced Machine Learning with OpenCV
12. Using Deep Learning to Classify Handwritten Digits 13. Ensemble Methods for Classification 14. Selecting the Right Model with Hyperparameter Tuning 15. Using OpenVINO with OpenCV 16. Conclusion 17. Other Books You May Enjoy

What's new in OpenCV 4.0?

So, we come to the last section of the very first chapter. I will keep it short and to the point since you as a reader can safely skip it. The topic of our discussion is OpenCV 4.0.

OpenCV 4.0 is a result of three and a half years of hard work and bug fixes by OpenCV and was finally released in November 2018. In this section, we will look at some of the major changes and new features in OpenCV 4.0:

  • With the OpenCV 4.0 release, OpenCV has officially become a C++11 library. This means that you have to make sure that a C++11 compliant compiler is present in your system when you are trying to compile OpenCV 4.0.
  • In continuation of the previous point, a lot of C APIs have been removed. Some of the modules that have been affected include Video IO module (videoio), Object Detection module (objdetect), and others. File IO for XML, YAML, and JSON have also...
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