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v0.43.1

logto-io/logtov0.43.1Sep 21, 2026by giswqs

Upgrading?

What changed from v0.8.6 → v0.43.1?What's new in v3.2.0 after v0.43.1?

AI Summary

This maintenance release improves the parking spot detector by switching to safer `.safetensors` weights and fixing compatibility issues with NumPy 2.5.

Key Highlights

  • Load object detector weights from `.safetensors` checkpoints.
  • Fixed `ParkingSplotDetector` to `ParkingSpotDetector` with deprecated alias.
  • Published parking spot weights to the Hub.
  • Fixed NumPy 2.5 compatibility using `eigh`.
  • Fixed `RasterToVectorStep` argument passing.

Breaking Changes

  • Renamed `ParkingSplotDetector` to `ParkingSpotDetector`

New Features

  • Load object detector weights from `.safetensors` checkpoints

Full Release Notes

## v0.43.1

**Features**
- Load object detector weights from `.safetensors` checkpoints, avoiding pickle deserialization and carrying checkpoint metadata (#915)

**Bug fixes**
- Rename `ParkingSplotDetector` to `ParkingSpotDetector`, keeping the misspelled name as a deprecated alias (#915)
- Publish the parking spot weights to the Hub, so `ParkingSpotDetector()` works with no arguments (#915)
- Use `eigh` for the PCA dominant direction, for NumPy 2.5 compatibility (#914)
- `RasterToVectorStep` passed `output=` where `raster_to_vector` expects `output_path=` (#899)

**Documentation**
- Add a parking spot segmentation example using SAM3 through segment-geospatial (#916)
- Add a Hugging Face authentication guide for SAM 3 (#898)

**CI**
- Add Claude code review with a `claude-review` label opt-in (#912)
- Bump anthropics/claude-code-action from 1.0.223 to 1.0.230 (#913)

QGIS plugin: 1.8.1

**Full changelog**: https://github.com/opengeos/geoai/compare/v0.43.0...v0.43.1

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