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stac-extensions / mlm

STAC Machine Learning Model (MLM) Extension to describe ML models, their training details, and inference runtime requirements.
https://stac-extensions.github.io/mlm/
Apache License 2.0
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Consider the use of `themes` extension for ontologies and vocabularies #22

Open fmigneault opened 5 hours ago

fmigneault commented 5 hours ago

@fmigneault cloned issue crim-ca/mlm-extension#34 on 2024-08-30:

:rocket: Feature Request

Add a best practices section about the use of https://github.com/stac-extensions/themes in combination with https://github.com/stac-extensions/classification and MLM.

:sound: Motivation

In some situations, "uncontrolled" names are not sufficient to describe the classes or concepts being described or represented by a model. To provide this context, the https://github.com/stac-extensions/themes extension can be used, which the corresponding themes property as defined by OGC API - Records.

The best practices section should refer to this extension to motive its application by users describing a model with MLM, to ensure the concepts are tied properly in the STAC ecosystem.

:satellite: Alternatives

Directly use themes from OGC API - Records.