Editors & quality reviewers
False-positive correction
Understand how multi-frame confirmation and operator review prevent random objects from staying blurred.
Privacy review
3 tracks protectedNever uploaded
1Scene-cut behaviour
2Track persistence
3False-mask removal
Without a privacy gate
The expensive problem
Face-like textures can produce distracting masks when every single-frame candidate is accepted.
With CensorFlow
The protected result
Unstable candidates are filtered; the reviewer removes any remaining non-face track before export.
Important
This is a workflow demonstration, not a claimed accuracy test.
The toggle explains how source footage becomes a protected, reviewable export. Real detection performance varies with camera, light, pose, scale, codec and scene complexity. Test CensorFlow on representative footage and approve the final export with a person.