Python Machine Learning Cookbook(Second Edition)
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How it works...

In this recipe, we binarized the data. The fundamental idea of ​​this technique is to draw a fixed demarcation line. It is therefore a matter of finding an appropriate threshold and affirming that all the points of the image whose light intensity is below a certain value belong to the object (background), and all the points with greater intensity belong to the background (object).