OVERLOOKED

Oceania·Australia

Police in Western Australia scanned 1.38 million faces with live facial recognition vans in five months

Explainer image: a CCTV camera
Explainer image A CCTV camera. This is context for the story, not a photo of the events reported. Photo: Punit Rajpal, CC0, via Wikimedia Commons.

Depth

Dig five layers into this story — from what happened to the full picture.

L1What happened

Cameras on or near marked police vehicles matched faces against an alert list from police databases. Alerts led to 122 arrests, contact with 146 registered sex offenders and 10 welfare checks. At the Perth royal show, 223,749 faces were scanned.

L2Who’s affected

Everyone passing the vans, including at public demonstrations. Commissioner Col Blanch said of the nine false alerts: "No one was arrested. No one made a complaint." Sarah Schwartz of the Human Rights Law Centre said each false match is "a real person who may be stopped, questioned or investigated because an algorithm got it wrong."

L3Why it’s quiet

Analysis · OVERLOOKED It is a state-level Australian policing trial, reported mainly by Australian outlets.

L4Deeper impact

Bill Rowlings of Civil Liberties Australia said police were "severely gilding the lily" and that "We will only know what the incorrect rate is when the 122 people arrested have their day in court." Experts quoted say such systems have historically had higher false-match rates for people with darker skin.

L5Full context

Police say images of people not on the list were pixelated in real time and deleted. The state's privacy watchdog said it was not involved and warned of "collective privacy harms." The vans are off the streets while police evaluate performance and "whether all requirements were met."

You’ve reached the bottom. Read the original reporting below.

Original reporting

  1. The Guardian Australia (Penry Buckley et al.)Police use facial recognition to scan one million faces in WA trial leading to 122 arrestsNov 2, 2026 ↗

Science and technologySurveillanceCivil liberties

This is an OVERLOOKED summary of the reporting above. Facts and figures come from the linked sources. Everything here is a fact unless it is labelled otherwise. Support this work.

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