Monocular depth estimation has gotten really good recently though[0]. Not saying this one paper/method is 100% sufficient, but we're closing the gap in this one capability (depth estimation from pure vision) quite rapidly.

[0] https://roxanneluo.github.io/Consistent-Video-Depth-Estimati...