Are There Any Datasets Of Labeled Aerial Imagery, Possibly Of Google Earth, For Training A Deep Learning Object Identification Model?

I’m working on a project where I need to train a deep learning model that can identify roads, houses, cars, and trains from aerial/satellite ln Google Earth. I’d been manually counting cars and houses before but I’d rather make a model from scratch that’ll identify them for me. Is there a repository of reliable labeled aerial images, ideally from Google Earth?

submitted by /u/literallybateman
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