Add lat/lon support to OlmoEarth finetuning wrapper#574
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Add lat/lon support to OlmoEarth finetuning wrapper#574
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Adds `use_latlon` parameter to OlmoEarth. When enabled, computes lat/lon from SampleMetadata crop center + CRS projection and passes it to the encoder for geographic encoding during finetuning. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
favyen2
reviewed
Mar 30, 2026
| from rasterio.crs import CRS | ||
| from rasterio.warp import transform | ||
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| wgs84 = CRS.from_epsg(4326) |
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More consistent with rest of code to use rslearn tooling for this:
from rslearn.const import WGS84_PROJECTION
geom = STGeometry(meta.projection.crs, shapely.Point(cx, cy), None)
wgs84_geom = geom.to_projection(WGS84_PROJECTION)
latlons.append([wgs84_geom.shp.y, wgs84_geom.shp.x])
favyen2
reviewed
Mar 30, 2026
| Returns: | ||
| Tensor of shape (B, 2) with (latitude, longitude) in degrees. | ||
| """ | ||
| from rasterio.crs import CRS |
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Move imports to top of file.
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Summary
use_latlon: boolparameter toOlmoEarthwrapperSampleMetadatacrop center + CRS projection viarasterio.warp.transformlatlononMaskedOlmoEarthSampleso the encoder applies geographic encoding during finetuninguse_latlon_encoding=TrueRelated PRs
Test plan
use_latlon=True, backward compat withuse_latlon=False🤖 Generated with Claude Code