>Does you monocular depth model get fooled by a billboard that's just a photo?
This is actually a pretty clever example, I tried a few billboards on the demo online and, as these models are regressive so they output the mean of the possible outputs, sometimes the model is perplexed and doesn't seem to know if to output something completely flat or that actually has a depth, and by being perplexed it outputs something in between.
This is actually a pretty clever example, I tried a few billboards on the demo online and, as these models are regressive so they output the mean of the possible outputs, sometimes the model is perplexed and doesn't seem to know if to output something completely flat or that actually has a depth, and by being perplexed it outputs something in between.