What's you're favorite depth losses for training?
For those who train their own splats, do any of y'all use pseudo-ground-truth depth losses for training monocular scenes?
I recently shifted my research from dynamic GS to underwater GS. Dynamic reconstruction research typically avoids pseudo depth losses but in underwater GS depth losses play an important role in estimating the medium's visual/lighting effects.
I'm not super convinced by the current literature (huge pessimist and rightly so...), plus I have yet to see a strong perceptual case for it's use. So I'm interested to know what other people think, whether you find losses/depth models work well or even which losses you find to be most effective?
u/Background-Cable-491 — 3 days ago