The Registry of Open Data on AWS is now available on AWS Data Exchange
All datasets on the Registry of Open Data are now discoverable on AWS Data Exchange alongside 3,000+ existing data products from category-leading data providers across industries. Explore the catalog to find open, free, and commercial data sets. Learn more about AWS Data Exchange

Cloud to Street - Microsoft Flood and Clouds Dataset

cog computer vision deep learning floods machine learning

Description

This dataset consists of chips of Sentinel-1 and Sentinel-2 satellite data. Each Sentinel-1 chip contains a corresponding label for water and each Sentinel-2 chip contains a corresponding label for water and clouds. Data is stored in folders by a unique event identifier as the folder name. Within each event folder there are subfolders for Sentinel-1 (s1) and Sentinel-2 (s2) data. Each chip is contained in its own sub-folder with the folder name being the source image id, followed by a unique chip identifier consisting of a hyphenated set of 5 numbers. All bands of the satellite data, as well as the labels, and overview images are contained within the chip folder.

Update Frequency

Not updated

License

CC-BY-4.0 https://creativecommons.org/licenses/by/4.0/

Documentation

https://www.drivendata.org/competitions/81/detect-flood-water/

Managed By

See all datasets managed by Radiant Earth Foundation.

Contact

support@cloudtostreet.info

How to Cite

Cloud to Street - Microsoft Flood and Clouds Dataset was accessed on DATE from https://registry.opendata.aws/c2smsfloods.

Resources on AWS

  • Description
    Flood and Cloud Training Dataset
    Resource type
    S3 Bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::radiant-mlhub/c2smsfloods
    AWS Region
    us-west-2
    AWS CLI Access (No AWS account required)
    aws s3 ls --no-sign-request s3://radiant-mlhub/c2smsfloods/

Edit this dataset entry on GitHub

Tell us about your project

Home