How does license plate recognition work

Our Take

Tiger Wong's breakdown of license plate recognition is a solid technical walkthrough of the pipeline — plate extraction, image preprocessing, feature extraction, character recognition — that turns a blurry photo of your bumper into a searchable data point. It's the kind of video we appreciate because it's not fearmongering or activism, just a plain look at the mechanics. But once you understand the mechanics, the implications get a lot more uncomfortable.

What videos like this tend to leave out is scale and retention. A single plate read is a curiosity. Millions of reads a day, stitched together by networks like Flock Safety and shared across agencies and states, become a detailed map of where you live, work, worship, and who you visit — all without a warrant. The technology explained here isn't hypothetical; it's already bolted to poles in your neighborhood right now.

If you want to see how dense that camera coverage actually is where you live, check out our map, and if you're ready to push back on unchecked plate surveillance in your community, our take action page has concrete next steps. Credit to Tiger Wong for the clear technical explainer — now put it in context.