It is possible, but it is not error-free. For example, there is no way to tell a distance to a featureless wall that takes up the entire field of vision.
But Teslas don’t even have stereoscopic vision. The moment you start using neural networks and monoscopic vision, you get affected by all the visual illusions that humans get. And that is in addition to the system not being as good as humans at processing visual information.
It is possible, but it is not error-free. For example, there is no way to tell a distance to a featureless wall that takes up the entire field of vision. But Teslas don’t even have stereoscopic vision. The moment you start using neural networks and monoscopic vision, you get affected by all the visual illusions that humans get. And that is in addition to the system not being as good as humans at processing visual information.
They actually have three cameras in the main front-facing unit as of 2020. Before that, I believe they did still have 2.