diff --git a/README.md b/README.md index 43809c2..7d79ee8 100644 --- a/README.md +++ b/README.md @@ -51,8 +51,6 @@ The main objectives of the extension are: 2) record all necessary bands, parameters, modeling artifact locations, and high-level processing steps to deploy an inference service. -STAC_MLM - Specifically, this extension records the following information to make ML models searchable and reusable: 1. Sensor band specifications 2. Model input transforms including resize and normalization @@ -63,6 +61,10 @@ 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. https://doi.org/10.1145/3681769.3698586 + 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 @@ -768,4 +770,4 @@ This will spit out the same texts that you see online, and you can then go and f If the tests reveal formatting problems with the examples, you can fix them with: ```bash npm run format-examples -``` +``` \ No newline at end of file diff --git a/STAC_MLM.png b/docs/static/stac_mlm.png similarity index 100% rename from STAC_MLM.png rename to docs/static/stac_mlm.png