TD Video Failure LabTHOMAS DOLGOS / AI RELIABILITY
EXPERIMENTAL EVALUATION WORKBENCH

Find the frame.
Verify the failure.

Stress-test generated video against explicit object-count constraints. Review timestamped detector findings instead of confusing an anomaly with proof of a model defect.

01 / DEFINE→02 / DETECT→03 / VERIFY
02

Video workspace

Choose a local clip, or explore the synthetic test.

Your footage. Your machine.

Drop an MP4 here or choose a file. This app does not upload your video.

MP4 / WebM recommended · browser decoding required
No clip handy?

Run the built-in, clearly labeled synthetic pillar example.

Ready to configure

Video processing runs locally. The model is downloaded when first needed.

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Privacy by design

The video stays in your browser. The JavaScript detection library and model weights are fetched from external hosts; we send no video frames to a service.

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What this analyzer does not know

No automatic defect verdict. A fourth detected person could be real video duplication—or a false detection.

No identity or ownership tracking. This version does not detect clothing swaps, suitcase handoffs, or persistent identities.

No hidden-object inference. A person disappearing behind a pillar is not scored as a failure.

No full physics judgment. Tool penetration, contact and mechanical plausibility require separate tests.