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Add OlmoEarth as a supported backbone #1201

Description

@whatnick

Feature Request

Description
Add support for OlmoEarth as a backbone in TerraTorch, enabling fine-tuning for downstream geospatial tasks (segmentation, classification, pixel-wise regression).

Motivation
OlmoEarth is an open-source Earth system foundation model from Allen AI that achieves strong performance on Earth observation tasks. It would be a valuable addition to TerraTorch's set of supported GFM backbones alongside Prithvi, TerraMind, Clay, etc.

References

Suggested scope

  • Register OlmoEarth as a backbone in the TerraTorch backbone registry
  • Support combining it with existing decoders (UPerNet, FCN, etc.) via model factories
  • Handle band/channel mapping for Sentinel-2 and other EO inputs

Activity

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