developmentseed / chabud2023

Change detection for Burned area Delineation (ChaBuD) ECML/PKDD 2023 challenge
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Augmentations on data pipeline #11

Open weiji14 opened 1 year ago

weiji14 commented 1 year ago

Some suggestions on how to augment the input Sentinel-2 imagery dataset before passing into the neural network model from @srmsoumya:

Note that we'll need to pay attention the the burned and non-burned areas when applying these augmentations.