hi Datasets | SpaceNet on AWS
Urban 3D Challenge Dataset fMoW Dataset MVS Dataset SpaceNet Buildings Dataset V1 SpaceNet Buildings Dataset V2 SpaceNet Imagery SpaceNet POI Dataset SpaceNet Roads Dataset

Hosting

SpaceNet is a corpus of commercial satellite imagery and labeled training data to use for machine learning research. The dataset is currently hosted as an Amazon Web Services (AWS) Public Dataset.

The SpaceNet Competition Datasets

  1. SpaceNet Buildings Dataset v1
  2. SpaceNet Buildings Dataset v2
  3. SpaceNet Roads Dataset

Other Remote Sensing Competition Datasets stored in the SpaceNet Repository

  1. IARPA Multi-View Stereo 3D Mapping Challenge
  2. IARPA Functional Map of the World (fMoW) Challenge
  3. The USSOCOM Urban 3D Challenge

    The SpaceNet Src Imagery Catalog

  4. Area of Interest 1 (AOI 1) - Location: Rio de Janeiro. 50cm imagery collected from DigitalGlobe’s WorldView-2 satellite. The dataset includes building footprints and 8-band multispectral data.
  5. Area of Interest 2 (AOI 2) - Location: Vegas. 30cm imagery collected from DigitalGlobe’s WorldView-3 satellite. The dataset includes building footprints and 8-band multispectral data.
  6. Area of Interest 3 (AOI 3) - Location: Paris. 30cm imagery collected from DigitalGlobe’s WorldView-3 satellite. The dataset includes building footprints and 8-band multispectral data.
  7. Area of Interest 4 (AOI 4) - Location: Shanghai. 30cm imagery collected from DigitalGlobe’s WorldView-3 satellite. The dataset includes building footprints and 8-band multispectral data.
  8. Area of Interest 5 (AOI 5) - Location: Khartoum. 30cm imagery collected from DigitalGlobe’s WorldView-3 satellite. The dataset includes building footprints and 8-band multispectral data.
AOI Area of Raster (Sq. Km) Building Labels (Polygons) Road Labels (LineString)
AOI_1_Rio 2,544 382,534 N/A
AOI_2_Vegas 216 151,367 3685 km
AOI_3_Paris 1,030 23,816 425 km
AOI_4_Shanghai 1,000 92,015 3537 km
AOI_5_Khartoum 765 35,503 1030 km

Dependencies

The AWS Command Line Interface (CLI) must be installed with an active AWS account. Configure the AWS CLI using ‘aws configure’

aws s3 ls s3://spacenet-dataset/ 

License:

Each dataset has a different open data license.
Please visit each Dataset page to view it’s license and citation terms. If data from the SpaceNet repository is used please also cite the SpaceNet Dataset using the preferred citation.