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lanha / DSen2

Super-Resolution of Sentinel-2 Images: Learning a Globally Applicable Deep Neural Network
GNU General Public License v3.0
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Purpose of get_test_patches60 #18

Closed ahmadmughees closed 4 years ago

ahmadmughees commented 4 years ago

hey, I am trying to understand your code but stuck on function called get_test_patches60. I am unable to understand the purpose of this function. Can you please guide me on why you used this function.

Thanks alot.

lanha commented 4 years ago

Hello!

The purpose of the function get_test_patches is to sequentially, extract overlaping patches, such that they can recompose the original image after inference (for 10 and 20 m resolution bands).

The purpose of get_test_patches60 as opposed to get_test_patches60 is to extract all (10, 20, 60) resolution bands. Given that they relate to each other there are further constraints on the size the patches can take (and subsequently border replictation etc). Theoretically, only get_test_patches60 would be enough for the purpose of this demo.

Best, Charis

ahmadmughees commented 4 years ago

Thanks alot for the detailed response Chris.

Regards,