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Are features folder and eo_data related? #115

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pavanthanay opened this issue Mar 16, 2023 · 1 comment

pavanthanay commented Mar 16, 2023

How is features folder different from eo_data folder? Has an technique been used to derive features folder from eo_data?

Collaborator

gabrieltseng commented Mar 16, 2023

Hi @pavanthanay ,

The flow is described in this diagram (in the "Pipeline" section of the Readme).

The engineer transforms the tif files in the eo_data folder into the h5 arrays in the features folder.

More specifically, the engineer:

Extracts the right pixel from the patch in the tif file
Adds the NDVI band
Removes B1 and B10 bands from the Sentinel data
Fills in any missing values in the data

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