UAE Vehicle Registration (Mulkiya) VIN OCR

The Complexity of UAE Mulkiya Cards

UAE vehicle registration cards (Mulkiya) present a high-density, bilingual tabular layout. The primary obstacle is accurately locating the 'Chassis No.' (رقم القاعدة) amidst a mix of English and Arabic text, barcodes, and extremely dense background security watermarks. Standard OCR engines often fail to separate the foreground alphanumeric text from these intricate gold and yellow background patterns, leading to misread characters. For a deeper dive into how we handle complex backgrounds, see our core OCR product capabilities.

StructOCR: Built for Dense Tabular Layouts

StructOCR intelligently maps the bilingual key-value pairs, completely ignoring the heavy security patterns, stamps, and barcodes found on UAE registration cards. Powered by our flagship Automotive VIN OCR engine, it extracts the exact 17-character string. It doesn't just read text; it applies strict ISO 3779 validation. The system automatically normalizes characters to uppercase, strips non-alphanumeric noise, and auto-corrects common visual misidentifications (e.g., converting the letter 'O' or 'Q' to the number '0').

Core Industry Applications

Integration & AI Prompts

Call the endpoint directly, or copy the prompt below into Cursor, Lovable, or v0 to instantly generate your frontend application.

import requests
import base64

# 💰 Save 30%+ vs competitors. Get 200 free credits instantly:
# 👉 https://structocr.com/register

# 1. Prepare Base64 Image
with open("uae_mulkiya.jpg", "rb") as image_file:
    base64_image = base64.b64encode(image_file.read()).decode('utf-8')

url = "https://api.structocr.com/v1/vin"
headers = {
    "x-api-key": "YOUR_API_KEY",
    "Content-Type": "application/json"
}
payload = {
    "img": base64_image
}

try:
    print("Scanning UAE Mulkiya Card...")
    response = requests.post(url, headers=headers, json=payload)
    result = response.json()

    if result.get('success'):
        data = result['data']
        print("\u2705 Extraction Successful!")
        print(f"VIN:          {data.get('vin')}")
        print(f"Confidence:   {data.get('confidence')}")
        print(f"Carrier Type: {data.get('carrier_type')}")
    else:
        print(f"\u274c Extraction Failed: {result.get('error')} - {result.get('message')}")

except Exception as e:
    print(f"An error occurred: {e}")

{
  "success": true,
  "data": {
    "vin": "WA1UABAG1JX123456",
    "confidence": "High",
    "carrier_type": "document"
  }
}