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For interest: Radiant earth’s requirements on AI training metadata

  • Creator
    Discussion
  • April 2, 2020 at 2:36 pm #104947

    Jane Wyngaard
    Member

    Hi all
    Thoughts this was interesting. I’d say there’s alot more needed for a best
    practice guide for drone data but great to see a considered list. In
    summary (but read the article):
    1. Is the data geographically specific?
    2. Are the classes well defined and consistent?
    3. Are the required metadata included?
    4. Is the data properly licensed?
    5. Is the data properly formatted?
    A Guide for Collecting and Sharing Ground Reference Data for Machine
    Learning Applications
    Hope everyone is well in this very difficult period
    Jane
    ++++++++++++++++
    Jane Wyngaard, PhD
    Embedded Systems Engineer & Data Technologist
    Center for Research Computing
    University of Notre Dame

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