Automatic Number Plate Recognition (ANPR) - Transforming Car Parks With AI

Our Take

Unpacking AI's rundown of number plate recognition in car parks is a good reminder of how this technology gets sold to the public: not as surveillance, but as convenience. No more ticket machines, no more fumbling for change — just drive in, drive out, and let the cameras handle the rest. It's a tidy pitch, and it's exactly how ALPR vendors like Flock Safety have gotten thousands of neighborhoods, businesses, and now shopping centers to install permanent tracking infrastructure without much public debate.

The video treats plate capture as a frictionless backend detail, but every one of those "seamless" transactions is a timestamped, geotagged record of your vehicle tied to a specific location and moment. Multiply that across every mall, garage, and private lot running this software, and you've got a commercial surveillance layer that can be just as revealing as a police-run camera network — often with far less oversight, retention policy, or accountability than even Flock's own systems claim to have.

We give the creator credit for making the underlying computer vision approachable, but the bigger story is how normalized plate scanning has become in spaces we don't think of as "surveilled." If you want to see how far this has already spread near you, check our camera map, and if you're ready to push back on unchecked plate tracking in your own community, our take-action page is a good place to start.