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Self Driving cars are probably more likely to use GPS than optical recognition of roadways anyway, I would think?
I wouldn't. What do you think's going to happen when they encounter road works, pedestrians etc.

Or the car's in a carpark, or a tunnel, or between tall buildings where there's no GPS coverage.

Autonomous vehicles will have plenty of sensors, radar, ultrasonic, thermal and cameras. .
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