Field of view · Budget-aware inspection

01 / Set the inspection

Prepared surface

Fine inspection budget 10%

Overview and background calibration are additional and reported below.

Detector

Inspect your own photo

JPEG or PNG · up to 8 MB, 8192 px per side

Uploaded photos and results expire after 14 days. Avoid personal or confidential photos. Clear the file to use a prepared surface.

How it works

The overview supplies a belief for each cell. The agent spends its fine inspection budget where evidence is strongest, zooms into ambiguity, and follows lines across cell borders.

Low-resolution evidence stays an unconfirmed candidate. A confirmed model report requires full-resolution evidence. Review queued cells before making an inspection decision. This demo does not certify structural safety.

02 / Follow the inspection

Choose a surface, set a budget, and run.
Inspection steps will appear here.

Thin outlines show visited cells. Numbered dots and a faint line show the last 40 inspections. ¼ scale½ scaleFull scale Unconfirmed candidate (dashed)Confirmed model reportHuman reviewLegacy: full scale unverified Coarse-only report: low scale

No inspection yet.

Pixel cost

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Total includes fine inspection, overview, and sampled calibration.

03 / Findings by evidence

Unconfirmed candidates do not count as confirmed reports. They may remain when the pixel or time budget ends.

No inspection yet.

04 / Human review

Uncertain cells will be queued here.

Final report

Inspection result and measured pixel costs
Measure	Result
Inspection	Not run