[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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