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PyWALL v13 (0.13.0)

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@AndreaF-UniBO AndreaF-UniBO released this 03 Aug 15:54
· 8 commits to main since this release
v0.13.0
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Learn about vigilant mode.

PyWALL v13 is the first public release under the PyWALL name. It remains alpha-quality research software: segmentation outputs require expert archaeological review.

Highlights

  • K-Means masonry-image segmentation remains available as the self-contained baseline.
  • SAM 2 now uses only Meta's official facebookresearch/sam2 backend.
  • The historical Segmentazione DL control and TopoMortar/Ultralytics runtime have been removed.
  • PNG mask and scaled DXF contour exports are retained.
  • Reproducible Windows setup, checkpoint download, launch and test scripts are included.

Installation assets

Model weights, virtual environments and test photographs are not included. Run scripts/setup_windows.ps1 and scripts/download_sam2_checkpoint.ps1 from a source checkout; the checkpoint download is verified by SHA-256.

Verification

  • GitHub Actions passed on Python 3.11 / Windows.
  • Local core, GUI, K-Means, PNG and DXF tests passed.
  • A reduced real inference test passed with the official Meta SAM 2 backend on an NVIDIA RTX 4060 Laptop GPU.
  • The user confirmed the local interactive application functions correctly.

See the repository README and docs/local-testing.md for limitations and exact verification scope.

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