Convert a mask into a Polygon for images using shapely and rasterio

Sometimes it is necessary to transform masks into polygons to use polygon operations. The way to transform a raster or a binary mask into a polygon is pretty easy. Most of the solutions I found online were the other way (from polygon to a mask). But for my project I needed to convert the mask to a polygon.

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