Comments (3)
How I do it is just have a dict of the mean and stddev using the satellite channel names, and then normalize based off which bands the model is training on openclimatefix/satflow@18c126c So more like your second option
from nowcasting_dataset.
Maybe do this using transforms.Normalize
. But how to get the correct normalisation params for the specific set of channels? Maybe wrap transforms.Normalize
in some code that looks at the list of channels in the xarray dataset passed in?
from nowcasting_dataset.
Nice! Sounds like a great approach! I'll do that :)
from nowcasting_dataset.
Related Issues (20)
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from nowcasting_dataset.