nasaharvest/cropharvest

Are features folder and eo_data related?

pavanthanay opened this issue · 1 comments

pavanthanay commented

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

gabrieltseng commented

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:

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