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Card 034 of 9912026-09-15 issue

Observed arrival · 2026-09-15

An API That Reads the Plates Generic ANPR Misses

alpr.software Observed source
Editorial interest 79/100 Selection signal · not a rating of the site

A self-serve license plate recognition API that returns plate text, confidence scores, vehicle brand, model, body type, and color from a single image request.

Landing page captured for the 2026-09-15 issue.

Field notes

The service turns a vehicle image into structured JSON through a pipeline covering plate detection, OCR, vehicle classification, and attribute extraction. Its documented edge cases include stacked truck and motorcycle plates, vanity formats, plate frames, rain, snow, glare, night imagery, and motion blur. Coverage is organized by country, with the United States described as spanning 50 state designs plus DC and territories. The site also presents a 150-call monthly free tier and confidence-based null results when recognition is uncertain.

Observed signals

Read the marks

Editorial observations of this landing page, not a rating.

OpenPublic substance visible
$PaidCommerce or pricing visible
PrettyNotable craft visible
ProPolished or operationally mature
NicheUnusually specific use
ƒJavaScriptBrowser-side code central

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alpr.software

Landing page observed 2026-09-15. The live site may have changed.