Logistic Regression for Image Classification Using OpenCV
In a previous tutorial, we explored logistic regression as a simple but popular machine learning algorithm for binary classification implemented in the OpenCV library.
So far, we have seen how logistic regression may be applied to a custom two-class dataset we have generated ourselves.
In this tutorial, you will learn how the standard logistic regression algorithm, inherently designed for binary classification, can be modified to cater to multi-class classification problems by applying it to an image classification task.
After completing this tutorial, you will know:
- Several of the most important characteristics of the logistic regression algorithm.
- How the logistic regression algorithm can be modified for multi-class classification problems.
- How to apply logistic