[Esip-drone] [dronedata] For interest: Radiant earth's requirements on AI training metadata

jwyngaard via Small Unmanned Aircraft Systems’ Data IG dronedata at rda-groups.org
Thu Apr 2 10:36:04 EDT 2020


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
<https://medium.com/radiant-earth-insights/a-guide-for-collecting-and-sharing-ground-reference-data-for-machine-learning-applications-90664930925e>

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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