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QR codes have certain zones that scanners look for.

To determine orientation scanners look for “alignment markers”.

Do you have an article that goes into the details of implementing a reader, and does not just tell you 'use pyzbar'?

That would probably be a machine vision problem, but I'm also curious to know how you turn the pixels of a photo into a series of bits.