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Implement popular losses used in monocular depth estimation
#44
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daigo0927
closed
1 year ago
daigo0927
commented
2 years ago
Used in MiDaS and DPT
Scale-shift invariant (SSI) loss (square error and absolute error version)
SSI-trim loss
Gradient regularization
Ref:
https://gist.github.com/dvdhfnr/732c26b61a0e63a0abc8a5d769dbebd0
Additionally introduced in
DiverseDepth
Virtual Normal loss
Surface normal loss