United States

USA License Plate Recognition API

The United States is the hardest license plate market in the world. There is no national plate: every state issues its own designs, and most keep several in circulation at once — standard passenger series alongside specialty, charity, university and legacy plates. Add the District of Columbia and the territories, and a single camera feed can contain hundreds of visually distinct plate designs.

Generic OCR breaks on exactly the things that make American plates American: stacked small characters, state names and slogans that get read as plate text, vanity plates that ignore every format rule, decorative backgrounds, and dealer frames that crop the state name away. Our models are trained on this variety, return the issuing state alongside the plate text, and report an honest confidence score for every read — 97%+ accuracy at under 200ms.

97%+read accuracy< 200mstypical response150free calls / month

Live demo

Try it on your own photos

Upload a vehicle photo and watch the API return the plate text, confidence score and vehicle details in real time. Your first 150 calls each month are free — no credit card required.

Upload image

Try it with US plates

Drag and drop a vehicle photo here, or browse files

JPEG, PNG, or WebP — max 10MB, min 640×480

API response

// Upload an image to see the live response.

Coverage

Built for how American plates actually look

Formats differ state by state: California issues plates like 7ABC123, New York uses ABC-1234, and every other state runs its own letter–digit pattern. On top of the standard series sit specialty and charity designs, veteran plates and legacy reissues — many states have dozens of active designs on the road at the same time, and vanity plates can be almost any string the DMV will approve.

The API does not force reads through a fixed format mask. It reads the characters as printed — including the stacked character pairs used on truck, trailer and motorcycle plates — classifies the issuing state from design cues even when a frame hides the state name, and flags low-confidence reads instead of guessing.

01

Passenger

Standard state passenger series across all 50 states, DC and the territories.

02

Commercial & truck

Commercial, apportioned and truck plates, including stacked-character formats.

03

Motorcycle

Smaller motorcycle plates with condensed character spacing.

04

Dealer

Dealer and transporter plates seen on test drives and deliveries.

05

Government

Federal, state and municipal government plates.

06

Vanity & specialty

Personalized combinations and specialty designs that ignore standard formats.

07

Temporary paper tags

Dealer-issued paper tags — printed, faded or photographed behind glass.

API response

State-aware JSON, not just text

Every response includes the plate string exactly as printed, the issuing state, a per-read confidence score, and — if you enable it — the vehicle’s brand, model, body type and color extracted from the same image.

  • Issuing state detection (e.g. "CA", "TX", "NY")
  • Stacked and small characters read in position
  • Vanity and specialty plates read as printed
  • Honest confidence score on every read
  • Optional vehicle brand, model, body type and color

POST /v1/detect

{
  "success": true,
  "data": {
    "plates": [
      {
        "text": "7ABC123",
        "confidence": 0.98,
        "country": "US",
        "state": "CA",
        "bounding_box": {
          "x": 412, "y": 388,
          "width": 164, "height": 82
        }
      }
    ],
    "car": {
      "brand": "Ford",
      "model": "F-150",
      "body_type": "pickup",
      "color": {
        "name": "white",
        "hex": "#F2F2F2"
      }
    }
  },
  "processing_time_ms": 142
}

Use cases

What US teams build with it

Self-serve API access, pay-as-you-go pricing, no sales calls — built for the operators and developers who run America’s lots, gates and fleets.

HOA & gated community access

Recognize resident and guest vehicles at the gate and open automatically — no clickers, cards or codes to hand out.

Parking enforcement

Match plates against permit lists and payment records, and document violations with a photo, timestamp and read confidence.

Valet & car wash automation

Identify returning customers the moment they pull in, and surface membership or ticket status before staff say hello.

Fleet & repossession

Scan lots and streets against a target list using any camera or phone photo — no dedicated ANPR hardware required.

Toll & citation audit

Re-read toll and citation camera images to verify plate reads before invoices go out.

Read your first US plate in minutes

Sign up with an email, get an API key, and send your first image — 150 free calls every month, no credit card required.

Also available

One API key, every region we cover

No per-country contracts or add-ons — the same endpoint reads plates from every supported market.

Every plate read can include brand, model, body type and color of the vehicle from the same image — explore the Car Recognition API