I have a plolygon shapefile for the changes in the amazon rainforest and want to make use of it to extract segmented masks to use it as a labeled data in my deep learning model the polygon shapefile

I have a plolygon shapefile for the changes in the amazon rainforest and want to make use of it to extract segmented masks to use it as a labeled data in my deep learning model the polygon shapefile