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Add WorldStrat dataset #2558
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Add WorldStrat dataset #2558
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@@ -62,5 +62,6 @@ Dataset,Task,Source,License,# Samples,# Classes,Size (px),Resolution (m),Bands | |||
`Vaihingen`_,S,Aerial,-,33,6,"1,281--3,816",0.09,RGB | |||
`VHR-10`_,I,"Google Earth, Vaihingen","MIT",800,10,"358--1,728",0.08--2,RGB | |||
`Western USA Live Fuel Moisture`_,R,"Landsat8, Sentinel-1","CC-BY-NC-ND-4.0",2615,-,-,-,- | |||
`WorldStrat`_,SR,"Sentinel-2,SPOT 6/7","CC-BY-NC-4.0 and CC-BY-4.0",,-,"1.5m and 10m","RGB,MSI" |
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`WorldStrat`_,SR,"Sentinel-2,SPOT 6/7","CC-BY-NC-4.0 and CC-BY-4.0",,-,"1.5m and 10m","RGB,MSI" | |
`WorldStrat`_,SR,"Sentinel-2,SPOT 6/7","CC-BY-NC-4.0 AND CC-BY-4.0",,-,"1.5m and 10m","RGB,MSI" |
AND
and OR
are formally defined license operators in SPDX: https://spdx.dev/learn/handling-license-info/
class WorldStrat(NonGeoDataset): | ||
"""WorldStrat dataset. | ||
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`WorldStrat <https://worldstrat.github.io/>`_ is a multi-modal dataset covering nearly 10,000km2 of matched high and low resolution |
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`WorldStrat <https://worldstrat.github.io/>`_ is a multi-modal dataset covering nearly 10,000km2 of matched high and low resolution | |
`WorldStrat <https://worldstrat.github.io/>`__ is a multi-modal dataset covering nearly 10,000km2 of matched high and low resolution |
Otherwise the table in the docs will link to this website instead of to our class
This PR adds the WorldStrat dataset for Super Resolution.
Dataset features:
Dataset format:
I think the plotting function can be improved.
Waiting for a fix: worldstrat/worldstrat#9
@ivanorsolic @jucor Thank you for open-sourcing the dataset. This PR aims to integrate and facilitate easy data loading with torchgeo. We would welcome any comments etc about other useful/required processing steps or mistakes you might find here.