diff --git a/README.md b/README.md index cc8ab44..c279b58 100644 --- a/README.md +++ b/README.md @@ -61,8 +61,17 @@ Specifically, this extension records the following information to make ML models The MLM specification is biased towards providing metadata fields for supervised machine learning models. However, fields that relate to supervised ML are optional and users can use the fields they need for different tasks. +![STAC_MLM](./docs/static/stac_mlm.png) + + + +> Francis Charette-Migneault, Ryan Avery, Brian Pondi, Joses Omojola, Simone Vaccari, Parham Membari, Devis Peressutti, Jia Yu, and Jed Sundwall. 2024. Machine Learning Model Specification for Cataloging Spatio-Temporal Models (Demo Paper). In 3rd ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data (GeoSearch’24), October 29–November 1 2024, Atlanta, GA, USA. ACM, New York, NY, USA, 4 pages. + + + See [Best Practices](./best-practices.md) for guidance on what other STAC extensions you should use in conjunction with this extension. + The Machine Learning Model Extension purposely omits and delegates some definitions to other STAC extensions to favor reusability and avoid metadata duplication whenever possible. A properly defined MLM STAC Item/Collection should almost never have the Machine Learning Model Extension exclusively in `stac_extensions`. diff --git a/docs/static/stac_mlm.png b/docs/static/stac_mlm.png new file mode 100644 index 0000000..c1b298c Binary files /dev/null and b/docs/static/stac_mlm.png differ