Two views.
One next step.
From inspection blind spots to a clear next step.
Watch the film, explore the cases, and inspect the evidence.
Explore four inspection cases
On this public page, select a case to replay a saved local OpenCV result. No installation or login is needed. If this same page is served by the local inspection service, it can generate synthetic image pairs and run OpenCV there instead; the status below identifies the mode. Neither mode calls AWS, connects to a camera, or controls equipment. Four recorded private AWS invocations are linked in the evidence section below; a public AWS inference endpoint is not available here.
This button represents a human selecting a clear synthetic replacement pair. In replay mode it loads the saved clear result; it does not trigger a real camera.
View response JSON
Clear evidence, human review.
When both views are usable and no red candidate is found, the next step is human review.
A side-view warning changes the plan.
A red candidate changes the proposed next step, with the visual evidence retained in the result.
An unclear view needs replacement.
A human supplies another image pair for inspection. The replay demonstrates this sequence with saved synthetic results.
Project materials
Inspect verification evidence and media sources
| Private AWS execution | Four saved private invocations: health, synthetic alarm, synthetic clear and empty views. Execution record |
| Synthetic evaluation | 540 generated pairs; 94.26% exact decision agreement. All 30 round red-sticker cases falsely triggered STOP. Full evaluation |
| Archived exhibition images | No red candidates were found in 15 archived images; real-world alarm accuracy remains unmeasured. Local analysis |
| Engineering verification | Archive baseline b85ebb0: 268 tests and 116 subtests passed in the saved CI record. Saved CI readback |
| Film sources | Exhibition footage from October 4, 2026; AI-generated illustrative characters; actual application captures using synthetic inputs; and saved AWS records. Generated characters are distinct from the credited author. The new-camera sequence is illustrative; application interactions use edited actual captures. |
This page reads saved evidence and makes no AWS requests. Asset and claim manifest · File verification manifest · English captions