O'Reilly logo

Learn OpenCV 4 by Building Projects - Second Edition by Prateek Joshi, Vinicius G. Mendonca, David Millan Escriva

Stay ahead with the world's most comprehensive technology and business learning platform.

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, tutorials, and more.

Start Free Trial

No credit card required

Summary

In this chapter, we learned about the basics of machine learning and applied them to a small sample application. This allowed us to understand the basic techniques that we can use to create our own machine learning application. Machine learning is complex and involves different techniques for each use case (supervised learning, unsupervised, clustering, and so on). We also learned how to create the most typical machine learning application, the supervised learning application, with SVM. The most important concepts in supervised machine learning are as follows: you must have an appropriate number of samples or a dataset, you must accurately choose the features that describe our objects (for more information on image features, go to ...

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, interactive tutorials, and more.

Start Free Trial

No credit card required