The nice thing about LiDAR is that you can use it to train a model to simulate a LiDAR based on camera inputs only. And of course to verify how good that model is.

I can't wait until V2X and sensor fusion comes to autonomous vehicles, greatly improving the detailed 3D mapping of LiDAR, the object classification capabilities of cameras, and the all-weather reliability of radar and radio pings.