Made by Nicolas Karasiak & Antoine Lomellini
Based on the work of Pierre-Alexis with the help of Mathieu Fauvel.

This plugin allow the user to filter an image (tif) with closing filter and median filter (you can set the parameters), then you can train with a shapefile of your perimeter, and to finish you get a shapefile with your selected class (ie: a shapefile of the forest from historical map, or of the vineyards...)

We suggest you to install SciKit-Learn before installing the plugin (or you will be forced to use GMM classifier and not KNN,RF or SVM).
For more information you can consult our tutorial at the Historical Map plugin page.