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feat(models): add ChesapeakeRSC v2 road centerlines - #81

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isaaccorley wants to merge 6 commits into
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isaaccorley:feat/chesapeake-rsc-v2
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isaaccorley wants to merge 6 commits into
hotosm:developfrom
isaaccorley:feat/chesapeake-rsc-v2

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@isaaccorley

@isaaccorley isaaccorley commented Nov 7, 2026 •

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Adds ChesapeakeRSC v2, an RGB U-Net with a ResNet-18 encoder trained on 0.6 m NAIP imagery, for extracting road centerlines including roads under tree canopy.

Inference resamples imagery to approximately 0.6 m, blends overlapping 512 × 512 predictions with Hann weights, and traces probability ridges into WGS84 GeoJSON LineStrings. Includes CPU ONNX inference, fine-tuning, Docker images, STAC metadata, and tests.

@isaaccorley isaaccorley changed the title feat: add ChesapeakeRSC v2 road model feat(models): add ChesapeakeRSC v2 road centerlines Nov 7, 2026
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codecov Bot commented Nov 10, 2026

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Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 96.37%. Comparing base (07ff0da) to head (cc13d31).
⚠️ Report is 1 commits behind head on develop.

Additional details and impacted files
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##           develop      #81   +/-   ##
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  Coverage    96.37%   96.37%           
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  Files           35       35           
  Lines         3504     3504           
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  Hits          3377     3377           
  Misses         127      127           
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