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Motivation
Enhancement to SimMIM module to enable usage in non-RGB cases.
Modification
Update SimMIMLinearDecoder with
target_channels
. The downstream loss for SimMIM i.e. thePixelReconstructionLoss
already allows user to set the number of channels through thechannel
argument. Useful in cases when reconstructing non-rgb images.The value to
target_channels
is hardcoded to 3 to ensure all existing checkpoints work.Use cases (Optional)
SimMIM can now be trained for grayscale or hyperspectral images.
If this PR introduces a new feature, it is better to list some use cases here and update the documentation.
Checklist
Before PR:
After PR: