Starstruk Logo MarkStarstruk

v0.43.1

Gentleman-Programming/engramv0.43.1Sep 21, 2026by giswqs

Upgrading?

What changed from v0.6.19 → v0.43.1?What's new in v1.23.0 after v0.43.1?

AI Summary

This release focuses on improving parking spot detection by switching to safetensors weights, fixing NumPy 2.5 compatibility issues, and updating documentation for SAM 3.

Key Highlights

  • Load object detector weights from `.safetensors` checkpoints to avoid pickle deserialization
  • Rename `ParkingSplotDetector` to `ParkingSpotDetector` with a deprecated alias
  • Publish parking spot weights to the Hub for direct usage
  • Fix NumPy 2.5 compatibility by using `eigh` for PCA dominant direction

Breaking Changes

  • Renamed `ParkingSplotDetector` to `ParkingSpotDetector`

New Features

  • Loading safetensors weights for object detectors
  • Parking spot segmentation example using SAM3
  • Hugging Face authentication guide for SAM 3

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

Related Repositories

ollama/ollama★ 184,204

Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

fatedier/frp★ 110,051

A fast reverse proxy to help you expose a local server behind a NAT or firewall to the internet.

asheshgoplani/agent-deck★ 102,148

Terminal session manager for AI coding agents. One TUI for Claude, Gemini, OpenCode, Codex, and more.

infiniflow/ragflow★ 92,611

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

gohugoio/hugo★ 90,198

The world’s fastest framework for building websites.