Okay, but depth cameras exist, full stop, and they obviate the need for an entire GPU worth of processing. It's why Uber and Waymo are sinking billions into cheap, solid-state LIDAR. Actual measured sensor data is just so much better.
The best data for many applications is often the data you can get at scale.