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pagraf / MagicBathyNet

Quick start guide for benchmarking MagicBathyNet dataset in learning-based bathymetry and pixel-based classification using Remote Sensing imagery.
https://www.magicbathy.eu
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ERODED_FOLDER #1

Open vinson2233 opened 4 days ago

vinson2233 commented 4 days ago

Hi, can you provide more explanation about ERODED_FOLDER ? I'm looking at the notebook, but i'm kinda confused because i cannot find eroded data, and the code just treat the erorded file and label data as the same

image

can you help to elaborate more? thank you

pagraf commented 4 days ago

Hey, sometimes, when fully labeled gt data are available, metrics are calculated using the eroded labels, due to the uncertainty of the label in the borders of the objects in the scene. Eroded labels are created after eroding the borders by a X px radius circle and discarding those pixels. This is not the case for MagicBathyNet and eroded folder equals with the label folder. But in some other datasets may be needed.

pagraf commented 4 days ago

I will update the code by removing it.