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v0.39.0

opengeos/geoaiv0.39.0May 20, 2026by giswqs

AI Summary

This release focuses on bug fixes for the QGIS plugin (CUDA device mismatch, Moondream worker failures) and Windows file handling, alongside new features for semantic segmentation (TorchGeo-style sampling, RF-DETR-Seg) and QGIS diagnostics.

Key Highlights

  • Fixed CUDA device mismatch in DeepForest Single Image mode
  • Improved Windows filename handling in MCP
  • Added TorchGeo-style sampling utilities for segmentation
  • Added RF-DETR-Seg instance segmentation support
  • Added diagnostics report dialog to QGIS plugin

New Features

  • TorchGeo-style sampling utilities for segmentation
  • RF-DETR-Seg instance segmentation support
  • Diagnostics report dialog for QGIS plugin

Full Release Notes

## What's Changed
* fix(qgis-plugin): avoid CUDA device mismatch in DeepForest Single Image mode by @giswqs in https://github.com/opengeos/geoai/pull/746
* docs: clarify contributor setup commands by @WoodCedar in https://github.com/opengeos/geoai/pull/748
* fix(qgis-plugin): surface real cause of Moondream worker import failures by @giswqs in https://github.com/opengeos/geoai/pull/751
* mcp: improve Windows filename handling by @WoodCedar in https://github.com/opengeos/geoai/pull/753
* qgis: recommend tiled DeepForest prediction for large images by @WoodCedar in https://github.com/opengeos/geoai/pull/752
* [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci[bot] in https://github.com/opengeos/geoai/pull/758
* feat: add TorchGeo-style sampling utilities for segmentation by @giswqs in https://github.com/opengeos/geoai/pull/763
* feat: add RF-DETR-Seg instance segmentation support by @giswqs in https://github.com/opengeos/geoai/pull/764
* feat: preserve ignore_index in semantic segmentation training by @giswqs in https://github.com/opengeos/geoai/pull/766
* feat: add diagnostics report dialog to QGIS plugin by @giswqs in https://github.com/opengeos/geoai/pull/767
* chore: bump version to 0.39.0 and QGIS plugin to 1.4.0 by @giswqs in https://github.com/opengeos/geoai/pull/768

## New Contributors
* @WoodCedar made their first contribution in https://github.com/opengeos/geoai/pull/748

**Full Changelog**: https://github.com/opengeos/geoai/compare/v0.38.0...v0.39.0