sentry-workbench 0.0.0

Name reservation placeholder for sentry-workbench (operational dashboard for the SENTRY UAV trajectory prediction toolkit). Real release is forthcoming with the system paper.

sentry-workbench

Placeholder for the upcoming sentry-workbench Python package.

Status: name reservation only. Version 0.0.0 exists exclusively to secure the project name on PyPI ahead of the first functional release.

What is this?

sentry-workbench will be the operational dashboard for the SENTRY UAV trajectory prediction toolkit. It runs locally on the researcher machine, opens in the browser, and provides:

• Project workspace for video, detections, predictions and metrics.
• Frame by frame Trajectory Inspector with timeline scrubbing.
• Bounding box Annotator with YOLO and JSON export.
• Batch evaluation runner against a folder of videos with ground truth.
• Evidence Logger for noteworthy events.
• Visual Calibration Auditor with real time PICP curve.
• Report exporter (HTML and PDF).

The dashboard is built on Streamlit and consumes the sentry-uav Python API directly. It does not require any new hardware and stores everything locally.

When is the real release?

Version 0.1.0 will land together with the submission of the SENTRY system paper (artigo 4 da tese), targeted at Drones (MDPI), IEEE Access or Applied Sciences. Until then, do not install version 0.0.0 for any real workload.

References

• sentry-uav companion library, https://pypi.org/project/sentry-uav/
• SENTRY paper (in preparation), Elsevier Array.
• Drone detection in airport environments, a literature review, Array 28 (2025) 100511, DOI 10.1016/j.array.2025.100511.

License

MIT, see LICENSE.