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Flock-Like Camera Tracks Police, Draws Privacy Visit

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Flock-Like Camera Tracks Police, Draws Privacy Visit
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// 1h agoNEWS

Flock-Like Camera Tracks Police, Draws Privacy Visit

Canadian software engineer Anthony Sistilli built a low-cost, machine-learning-powered camera that identifies police vehicles, reads their plates, and logs GPS-tagged sightings. Peel Regional Police later visited his home to ask about the project and its data, highlighting the privacy concerns raised by civilian surveillance systems.

// ANALYSIS

The project is less a practical surveillance product than a sharp accountability demo: reversing the watcher-watched relationship makes the privacy risks of ALPR systems immediately tangible.

  • –Uses an inexpensive camera, laptop, computer vision, license-plate recognition, and GPS logging rather than proprietary Flock hardware.
  • –Its selective design attempts to identify police vehicles first, instead of indiscriminately recording every passing car.
  • –The police response exposes the asymmetry in surveillance debates: tracking officers is framed as dangerous, while mass civilian tracking is framed as public safety.
  • –The prototype’s limited range and missed plates show the gap between a compelling proof of concept and an operational ALPR network.
  • –Storing vehicle locations and timestamps still creates abuse risks, even when the targets are public officials. Straight Arrow News
// TAGS
visionsecurityethicsautomationlocal-firstpersonal-flock-surveillance-camera

DISCOVERED

1h ago

2026-10-11

PUBLISHED

4h ago

2026-10-11

RELEVANCE

5/ 10

AUTHOR

ljf