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add validation of MLM output using classification:classes (fixes #48) #50

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merged 6 commits into from
May 14, 2024
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add validation of MLM output using classification:classes (fixes #48) #50

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b1d8bbc
add validation of MLM output using classification:classes (fixes #48)
fmigneault Apr 18, 2024
6d545bf
update MLM schema reference with published URI
fmigneault Apr 23, 2024
29032ba
add readme and changelog entries
fmigneault May 13, 2024
c1baa5d
Merge branch 'main' into add-mlm-output
fmigneault May 13, 2024
c10239a
add MLM reference to readme
fmigneault May 14, 2024
f24a4c1
Merge branch 'add-mlm-output' of github-perso:crim-ca/classification …
fmigneault May 14, 2024
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4 changes: 4 additions & 0 deletions CHANGELOG.md
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Expand Up @@ -9,6 +9,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0

### Added

- Validation by the JSON schema of `classification:classes` definition within a
[Machine Learning Model (MLM)](https://github.com/crim-ca/mlm-extension) output.
- Example STAC `item-model-classes.json` demonstrating the use of `classification:classes` within a `mlm:output`.
- `nodata` to `classification:classes`
- `nodata` to Class Object
- `percentage` to Class Object
- `count` to Class Object
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Suggested change
- `nodata` to `classification:classes`
- `nodata` to Class Object
- `percentage` to Class Object
- `count` to Class Object
- `nodata` to the Class Object
- `nodata` to the Class Object
- `percentage` to the Class Object
- `count` to the Class Object

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4 changes: 3 additions & 1 deletion README.md
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Expand Up @@ -12,8 +12,10 @@ This document explains the Classification Extension to the

- Examples:
- Asset level:
- [Classes example](examples/item-classes-maxar.json): STAC Item with classified raster bands in asset (Maxar)
- [Raster Classes example](examples/item-classes-maxar.json): STAC Item with classified raster bands in asset (Maxar)
- [Bitfields example](examples/item-bitfields-landsat.json): STAC Item with bit fields in asset (Landsat)
- Item level:
- [Model Classes example](examples/item-model-classes.json): STAC Item with classes of a Machine Learning Model output
- Collection level:
- [Item Assets example](examples/collection-item-assets.json): STAC Collection using Item Assets for classed child Items
- [JSON Schema](json-schema/schema.json)
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