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For anyone interested, Photoshop has had this feature for a long time - Content Aware Scaling. It's also much faster.

My goal right now is to get as close as I can to Photoshop speed; I'm fairly certain that the source code for Photoshop is not available online...

Also I should just write this in Cython since I do a lot of unnecessary stuff when using numpy.