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Services/Computer Vision & Biometrics/ALPR & ID Recognition

Computer Vision & Biometrics

ALPR & ID Recognition

Automatic license plate recognition for vehicle verification and ID card OCR using Google ML Kit, enabling secure pickup verification and identity confirmation workflows.

By the Numbers

0%

Plate Recognition Accuracy

0ms

ID OCR Success Rate

0+

Verification Speed

0%

Daily Scans Processed

How It Works

Recognition Setup

01

Database & Rules Configuration

We set up the authorized vehicles and individuals database with their plate numbers and ID information. Verification rules define who can pick up what and under which conditions.

02

Camera & Device Setup

Cameras are positioned at entry/exit points for optimal plate capture. Mobile devices or tablets are configured with ML Kit for ID scanning at verification stations.

03

Recognition Pipeline Tuning

The ALPR model is calibrated for your camera angles, lighting conditions, and plate types. ID OCR templates are configured for the document types you accept.

04

Live Operations & Monitoring

The system goes live with real-time monitoring dashboards showing scan volumes and match rates. Exception workflows handle unrecognized plates and manual override procedures.

What We Deliver

License Plate Recognition

Automatic license plate detection and character recognition from video feeds and images. Handles Mexican plate formats across all states with high accuracy in varied conditions.

ID Card OCR

Google ML Kit extracts text and data fields from INE, passport, and other ID documents. Name, CURP, address, and photo are captured automatically for identity verification.

Pickup Verification System

Combines plate recognition and ID verification to confirm authorized vehicle pickups. Only vehicles and individuals matching pre-registered records are cleared for release.

Real-Time Database Matching

Detected plates and ID data are instantly matched against authorized databases. The system returns verification results in under two seconds for seamless gate operations.

On-Device Processing

ML Kit runs on the device for offline-capable recognition. Plates and IDs can be scanned even without internet connectivity, with results synced when connection is restored.

Audit Trail & History

Every scan, match, and verification decision is logged with timestamps and images. Complete audit trails support security reviews and regulatory compliance requirements.

Use Cases

Verification Applications

1

Child Pickup Verification

A school verifies that vehicles picking up students match the registered plates in their system. Staff scan the driver's ID to double-confirm authorization, creating a secure two-factor pickup process.

2

Gated Community Access

A residential community uses ALPR to automate gate opening for registered residents. Visitor vehicles are scanned and matched against pre-approved guest lists before entry is granted.

3

Fleet Management Check-In

A logistics depot scans incoming delivery trucks to verify they belong to expected shipments. Plate recognition automates check-in, reduces wait times, and logs every vehicle movement.

Technology Stack

Google ML KitYOLOTesseract OCRFlutterFirebaseOn-Device ML

Ready to get started?

Let's discuss how this solution fits your business.