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Great job! I would like to ask how to properly process remote sensing images and labels based on shapefile polygons to a combined numpy array as that one of yours. Tks!!
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Thanks. There are no shapefile polygons involved in the semantic classification image. It is simply a masked overlay of the pixels classified as "buildings". There are methods to generate bounding polygons from pixel "blobs", but I have no experience with them.
can i apply for road , if yes can u provide some guidance?
Yes, but you must have (many) training examples for roads at or near the 1m resolution of the NAIP imagery