@@ -94,19 +94,31 @@ connectors, please refer to the [STAC Model](./README_STAC_MODEL.md) document.
9494
9595## Resources
9696
97- - Examples:
98- - [ Item examples] ( https://huggingface.co/wherobots/mlm-stac ) for scene-classification,
99- object detection, and semantic segmentation: Shows real world use of the
100- extension for describing models run on
101- [ WherobotsAI Raster Inference] ( https://wherobots.com/wherobotsai-for-raster-inference/ )
102- - [ Collection example] ( examples/collection.json ) : Shows the basic usage of the extension in a STAC Collection
103- - [ JSON Schema] ( https://stac-extensions.github.io/mlm/ )
104- - [ Changelog] ( ./CHANGELOG.md )
105- - [ Open access paper] ( https://dl.acm.org/doi/10.1145/3681769.3698586 ) describing version 1.3.0 of the extension
106- - [ SigSpatial 2024 GeoSearch Workshop presentation] ( /docs/static/sigspatial_2024_mlm.pdf )
107- - [ MLM Form Filler] ( https://mlm-form.vercel.app/ ) a two page app to fill out and validate MLM STAC Item metadata. <br >
108- Check out the [ wherobots/mlm-form] ( https://github.com/wherobots/mlm-form ) repository if you have questions, issues,
109- or want to contribute.
97+ - ** Packages** :
98+ - [ ` stac-model ` ] ( ./stac_model ) : Model implementations using [ ` Pydantic ` ] ( https://docs.pydantic.dev/latest/ ) .
99+ See the [ STAC Model] ( ./README_STAC_MODEL.md ) document for installation and example details.
100+ - [ ` pystac.extensions.mlm ` ] ( https://github.com/stac-utils/pystac/blob/main/pystac/extensions/mlm.py ) :
101+ Official [ ` pystac ` ] ( https://github.com/stac-utils/pystac ) extension integration (avaiable starting
102+ with [ ` pystac v1.13.0 ` ] ( https://github.com/stac-utils/pystac/blob/main/CHANGELOG.md#v1130---2025-04-15 ) ).
103+ - ** Examples** :
104+ - [ Local Examples] ( ./examples ) : Demonstrates different combinations of STAC extensions used along MLM.
105+ - [ Item examples] ( https://huggingface.co/wherobots/mlm-stac ) : Demonstrates ` scene-classification ` ,
106+ ` object-detection ` , and ` semantic-segmentation ` tasks with real world use of the
107+ MLM extension for describing models run on
108+ [ WherobotsAI Raster Inference] ( https://wherobots.com/wherobotsai-for-raster-inference/ ) .
109+ - [ Collection example] ( examples/collection.json ) : Shows the basic usage of the extension in a STAC Collection.
110+ - ** Documentation** :
111+ - [ JSON Schema] ( https://stac-extensions.github.io/mlm/ )
112+ - [ Changelog] ( ./CHANGELOG.md )
113+ - [ Best Practices] ( ./best-practices.md ) : Recommended combinations of MLM with
114+ other [ STAC Extensions] ( https://stac-extensions.github.io/ ) for efficient integration into the STAC ecosystem.
115+ - [ Open access paper] ( https://dl.acm.org/doi/10.1145/3681769.3698586 ) describing
116+ version [ ` 1.3.0 ` ] ( https://github.com/stac-extensions/mlm/blob/main/CHANGELOG.md#v130 ) of the extension.
117+ - [ SigSpatial 2024 GeoSearch Workshop presentation] ( /docs/static/sigspatial_2024_mlm.pdf )
118+ - ** Tools** :
119+ - [ MLM Form Filler] ( https://mlm-form.vercel.app/ ) a two page app to fill out and validate MLM STAC Item metadata. <br >
120+ Check out the [ wherobots/mlm-form] ( https://github.com/wherobots/mlm-form ) repository if you have questions, issues,
121+ or want to contribute.
110122
111123## Item Properties and Collection Fields
112124
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