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
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