radiantearth / geo-ml-model-catalog

Geospatial ML Model Catalog Spec
Apache License 2.0
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Add input data properties to Usage Recommendations #22

Open duckontheweb opened 3 years ago

duckontheweb commented 3 years ago

Problem Description

There are probably a number of properties of the input data that would be useful to include in the Usage Recommendations. For instance, this PR comment from @rbavery suggests including radiometric range, and a case could be made that reporting GSD would be useful in determining whether a model could be applied to a new input data source.

Proposal

This issue is intended to open a discussion on which input data properties would be useful to include in the Usage Recommendations. Once there is consensus on the properties to include, we will open a PR to iterate on how those properties should be represented in the spec.

Proposed Properties:

Feel free to suggest other properties in the comments.