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Hackathon2020-Pier24

Content for submission.

Index

Problem-workflow

Datasets

Rio de Janeiro (Brazil) satellite imaging dataset for SpaceNet 1: Building Detection v1 challenge.

train:   3,8 band satellite images (raster) & building-footprints (vector) for Rio-de-Janeiro (2784 sq KM) collected by WorldView-2
  mosaic: 3 band mosaic of dataset & building-footprints
test:    3,8 band satellite images (raster) for Rio-de-Janeiro (2784 sq KM) collected by WorldView-2
labels:  Compressed 3,8 band 200m x 200m tiles with associated building foot print labels
landuse: Categorized land regions (shp/geojson) [22946 features].
  • landuse data has 18 regional classes.
    $regex='"fclass": "(\w+)"'
    $classes = Select-String -Path '.\landuse.geojson' -Pattern $regex -AllMatches | forEach {$_.matches.groups[0]} | forEach {$_.Value -replace $regex,'$1'} | Sort-Object | Get-Unique
    
    allotments
    cemetery
    commercial
    farm
    forest
    grass
    heath
    industrial
    meadow
    military
    nature_reserve
    orchard
    park
    quarry
    recreation_ground
    residential
    retail
    scrub

Lusaka (Zambia) satellite imaging dataset.

  • lusaka-dem
    30m resolution DEM raster dataset for Zambia region.

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Problem submission for Pier24: Satellite.

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