DepthAnything/Depth-Anything-V2

Metric scaling factor

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depth = self.depth_head(features, patch_h, patch_w) * self.max_depth

I had a few questions regarding the max_depth value found in the metric model.

  • Is this a scaling factor for the depth output?
  • Does this scaling factor mean this model is essentially relative or is this just reversing an inverse scaling factor that takes place in the model?
  • Should this scaling factor be tuned based on camera hardware and testing environment or is it specific to the training dataset?
  • Do you still follow the Metric Bins Module found in ZoeDepth (pg. 4)?