Question: does qr code orientation matter?
Answer: Yes, A QR Code is omnidirectional and can be viewed / scanned any way around. The QR Codes themselves include position detection patterns (a Finder Patterns) which helps the scanner identify the correct orientation for the image. Take a look at the following 3 QR Codes.