Intertraff Vehicle Make and Model Recognition Software
Vehicle Make & Model Recognition

Vehicle Make & Model Recognition Software

Identify the manufacturer and model of any vehicle from a camera frame. Send an image, get back the make and model in a clean JSON, XML or text response, powered by a high-accuracy deep-learning engine, via cloud API or on-device edge SDK.

200+ brandsVehicle makes
1800+ modelsModel coverage
Deep learningHigh-accuracy engine
CLOUD + EDGETwo deployment modes
REST APIHTTP-based integration
200+ / 1800+Brands · models
JSON / XML / TEXTStructured output
CPU · GPU · HAILO-8Intel · NVIDIA · Hailo
WIN 10 / 11Operating system
How it works

From camera frame to identified make & model

Your camera supplies the image; our engine handles the rest. Deep-learning models read each vehicle's visual signature and match it against a database of 200+ makes and 1800+ models, so integration stays simple while accuracy stays high.

1 · Capture

CCTV, IP or ANPR cameras capture images or clips of vehicles and send the frames straight to the recognition engine.

2 · Isolate

AI models separate the vehicle from its background, recognising different vehicle types within the scene.

3 · Analyse

Deep-learning models scan unique visual features, body design, shape, headlights, taillights and grille.

4 · Match

The engine compares the extracted features against an extensive database of 200+ makes and 1800+ models.

5 · Classify

The vehicle is classified by manufacturer and model line, optionally alongside its number plate from the LPR engine.

6 · Return

Structured vehicle details are returned in JSON, XML or text format, ready to drop into your application.

Built for developers

Connect, send, receive: in any language

A RESTful API and sample code in Python, JavaScript, C# and C++ mean a working integration in hours, not weeks. Use your personal API key to send images to our servers and get make-and-model results in real time, no DLLs, no local SDK, no dedicated board.

RESTful API

A clean HTTP interface with samples and integration guides in popular languages for fast, predictable onboarding.

Software-protected licence

Licensing is handled in software, no hardware dongle and no dedicated board to install.

200+ makes, 1800+ models

An extensive, regularly maintained database classifies vehicles across more than 200 brands and 1800 distinct models.

Camera support out of the box

Works with Basler, Daheng, FLIR and IDS Imaging industrial cameras, plus network cameras via RTSP.

Why the Intertraff engine

Accurate, adaptable, ready to deploy anywhere

A high-accuracy deep-learning engine combines wide vehicle coverage with real-time performance, reliable even in fast-moving traffic and low-light conditions, wherever and however you run it.

Real-time & robust

Instant, reliable recognition that holds up in harsh environments, fast-moving traffic and poorly illuminated scenes.

Wide database coverage

Recognises over 200 vehicle brands and 1800 models, with structured make-and-model output on every read.

Cloud & edge

Run recognition on our servers via the RESTful API, or process images on a locally connected device with the edge version.

Hardware-agnostic

Runs on Windows 10/11 across Intel CPUs, NVIDIA GPUs and Hailo-8, with broad industrial and IP-camera support.

Where it fits

From the barrier to the smart city

One engine, many deployments. Drop it into the systems you already build to add reliable, real-time vehicle make-and-model intelligence.

Parking & access control

Automate vehicle recognition at the entrance, enhancing security and operational efficiency without manual checks.

Law enforcement & security

Rapidly identify vehicles in incidents, detect stolen or flagged vehicles and support distracted-driving and seat-belt enforcement.

Smart-city traffic management

Feed intelligent, area-wide traffic management with reliable, real-time vehicle make-and-model data.

Tolling & fleet management

Streamline toll processing and fleet operations by automatically detecting each vehicle's make and model.

Pair with LPR

Combine make-and-model with our ANPR / LPR engine for full vehicle identity, plate, make and model, in one workflow.

Test before you build

Upload an image and try recognition instantly on our online platform, then integrate the API into your own application.

Contact Us Here


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