Skip to content

Commit

Permalink
move figure, add cite, remove fixed width
Browse files Browse the repository at this point in the history
  • Loading branch information
rbavery committed Oct 26, 2024
1 parent 5856b87 commit 7b81c89
Show file tree
Hide file tree
Showing 2 changed files with 5 additions and 3 deletions.
8 changes: 5 additions & 3 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -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.

<img src="./STAC_MLM.png" width="1000px" alt="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
Expand All @@ -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
Expand Down Expand Up @@ -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
```
```
File renamed without changes

0 comments on commit 7b81c89

Please sign in to comment.