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Safe Cutby Sigmora

Publish real-world footage without exposing the people who never agreed to be in it.

Safe Cut works out who's part of your story and hides everyone and everything else: passers-by, children, number plates, private screens. You approve every decision.

Try it with an access codeSee the results ↓
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Switch between the original clip and the Safe Cut result.

Precomputed result. Staged demo. Everyone shown signed a release (a guardian signed for the child).

How it works

  1. Muse Spark decides who

    Muse Spark watches the clip, reads who said what (from Muse Voice Transcribe), and rules on each person and object SAM 3.1 has labelled: part of the story, or not.

  2. SAM 3.1 keeps them hidden

    SAM 3.1 keeps each hidden person and item covered through the clip. Anyone the tracker loses and finds again starts hidden. Anything uncertain stays hidden.

  3. An audit checks the render

    Before anything is published, Meta's EgoBlur checks the final render for faces and number plates, and a second Muse Spark pass tries to read or recognise anything left. Any leak it can fix is covered and recorded on your privacy receipt; anything it can't fix stops publishing.

The loop, on every clip
  1. SAM 3.1 finds and numbers every face, person, plate, screen and document
  2. Muse Spark rules on each number three times, with the transcript as evidence
  3. Muse Spark names anything SAM missed; SAM 3.1 tracks it as a new number
  4. The render covers everything not kept clear
  5. The audit checks the render; any leak is covered and checked again

Every decision keeps its evidence: the numbered keyframe, the three rulings and what was said. You see all of it under “Why?” before anything is published.

Blur every face vs Safe Cut

Blur every face: every face is pixelated, the guest's included, while the number plate and the chat on the shop screen stay readable.
Blur every face: your guest is hidden, the number plate isn't. Illustration with drawn shapes, not a measured result.
Safe Cut: the guest stays clear; the passer-by, the child, the number plate, the shop screen and the man watching are covered.
Safe Cut: your guest stays clear, the plate and the passer-by are hidden. Illustration with drawn shapes, not a measured result.

Results on our labelled test set

Numbers appear here after our frozen test runs. We publish them whether they're good or not.

Try itSource on GitHubUse it inside Sigmora