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Published December 26, 2025 | Version v0.1.8
Software Open

VAAS: Vision-Attention Anomaly Scoring

Authors/Creators

Description

This release stabilizes the VAAS inference pipeline and improves packaging robustness.

Highlights:

  • CI-safe lazy torch loading
  • Correct import-time behaviour
  • Clean smoke vs integration tests
  • Correct PyPI README
  • Packaging discipline
  • Zenodo-ready metadata going forward

This version is intended as a stable baseline for future VAAS releases and downstream use.

Notes

If you use this software, please cite it as below:

@software{vaas,
  title        = {VAAS: Vision-Attention Anomaly Scoring},
  author       = {Bamigbade, Opeyemi and Scanlon, Mark and Sheppard, John},
  year         = {2025},
  publisher    = {Zenodo},
  doi          = {10.5281/zenodo.18064355},
  url          = {https://doi.org/10.5281/zenodo.18064355}
}

Files

OBA-Research/VAAS-v0.1.8.zip

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Additional details

Related works

Is supplement to
Software: https://github.com/OBA-Research/VAAS/tree/v0.1.8 (URL)

Software

Repository URL
https://github.com/OBA-Research/VAAS