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Documented metadata file for normalization and wavelenghts #266

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Jun 5, 2024
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Documented metadata file for normalization and wavelenghts #266

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15 changes: 14 additions & 1 deletion docs/release-notes/specification.md
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Expand Up @@ -103,7 +103,20 @@ DECODER

The data used for this model is described in detail in the [](training-data) section.

## Normalization parameters
## Normalization and Wavelength parameters

The normalization parameters depend on the input system that is used. They are
therefore not static values, but rather an input variable to the model.

Similarly, the model takes the central wavelength of each input band as a variable.

During training we used Sentinel-2, Sentinel-1, Landsat 8 and 9, NAIP, and LINZ
data. For these we compiled normalization and wavelength values that were used
during training. These can be used for inferencing when passing data from any of
these systems.

The normalization and wavelength parameters can be found in the following
[metadata file](https://github.com/Clay-foundation/model/blob/main/configs/metadata.yaml).

## Training Card

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