Vietnam Passport OCR with the StructOCR Python SDK

Install the official Python SDK, extract validated Vietnam passport fields, and add the same workflow to a FastAPI service.

AI extracting data from a Vietnamese passport
StructOCR engine analyzing a Vietnamese document in real-time.

Challenges with Vietnamese Passport Verification

Extracting accurate information from Vietnam passports presents unique challenges. The modern biometric e-passports (blue cover) feature advanced polycarbonate data pages with intricate background artwork showcasing national landmarks and traditional lotus motifs, which can interfere with text recognition. Furthermore, handling bilingual field descriptors and passenger names containing complex Vietnamese diacritics (tones and specialized characters like ă, đ, ê, ô, ơ, ư) requires highly specialized parsing logic. These factors can significantly hinder manual data entry and traditional OCR methods, making a specialized passport extraction api essential.

Why StructOCR for Vietnamese Passports

StructOCR offers unparalleled accuracy for Vietnam passport data extraction, thanks to our advanced machine learning models trained extensively on datasets featuring Vietnamese text structures and complex diacritics. Our solution is specifically engineered to overcome the common optical obstacles found in these travel documents. Whether you need a powerful passport extraction api or a comprehensive fintech identity verification software, StructOCR delivers robust performance. For the fastest Python integration, install the official StructOCR SDK and see the Python SDK documentation.

Built for High-Compliance Industries

  • Travel & Aviation: Our technology serves as a critical verification solution for travel, enabling seamless integration with Vietnam's e-Visa system and automated border control gates. This speeds up passenger throughput at major international hubs like Noi Bai (HAN) and Tan Son Nhat (SGN).
  • Financial Services: By integrating our sophisticated fintech identity verification software, financial institutions can automate their e-KYC onboarding workflows with confidence, ensuring compliance with strict State Bank of Vietnam (SBV) and Anti-Money Laundering (AML) regulations. This reduces manual review times and mitigates fraud risk.

Live Demo: Passport scanner

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Vietnam Passport OCR with the Python SDK

The official Python SDK handles file encoding, API communication, and structured passport results. Use the SDK directly or open the FastAPI tab for a server endpoint. Keep your API key in STRUCTOCR_API_KEY.

Prerequisite: `pip install structocr`; set the server-side `STRUCTOCR_API_KEY` environment variable.

Prefer another stack? Open the Node.js SDK + Express integration.

import os
from structocr import StructOCR

# Initialize StructOCR Client
client = StructOCR(os.environ["STRUCTOCR_API_KEY"])

def scan_vietnam_passport():
    image_path = "vietnam_passport_sample.jpg"

    try:
        print(f"Scanning {image_path}...")
        result = client.scan_passport(image_path)

        if result.get('success'):
            data = result['data']
            print("✅ Passport Extraction Successful!")
            print(f"Passport #:  {data.get('passport_number')}")
            print(f"Name:        {data.get('given_names')} {data.get('surname')}")
            print(f"Nationality: {data.get('nationality')}")
            print(f"DOB:         {data.get('date_of_birth')}")
        else:
            print(f"❌ Extraction Failed: {result.get('error')}")

    except Exception as e:
        print(f"Error: {e}")

if __name__ == "__main__":
    scan_vietnam_passport()

Technical Specs

  • Latency: < 4s (Average)
  • Uptime: 99.9% SLA
  • Security: AES-256 Encryption & SOC2 Compliant
  • Input: JPG, PNG, WebP, PDF (Max 4.5MB)
  • Output: JSON (Structured Data)

Key Features

  • Vietnamese Diacritics Support: Reliably parses descriptors and names containing complex Vietnamese tonal marks and specialized characters without encoding errors.
  • Visual Extraction (VIZ): Reliably extracts data directly from the visual inspection zone, bypassing intricate traditional security backgrounds and watermarks.
  • Glare Reduction: Automatically corrects lighting issues and reflections common on modern polycarbonate and laminated pages.
  • MRZ Parsing: Validates and cross-references data with the Machine Readable Zone for maximum accuracy.

JSON Response Example

The Python SDK returns a dictionary matching this normalized JSON structure.

{
  "success": true,
  "data": {
    "type": "passport",
    "country_code": "VNM",
    "nationality": "VNM",
    "passport_number": "C1234567",
    "surname": "NGUYEN",
    "given_names": "VAN A",
    "sex": "M",
    "date_of_birth": "1990-09-02",
    "place_of_birth": "HA NOI",
    "date_of_issue": "2023-01-15",
    "date_of_expiry": "2033-01-15",
    "issuing_authority": "IMMIGRATION DEPARTMENT"
  }
}

Frequently Asked Questions

Is there an official SDK for Node.js?

Yes. StructOCR publishes official Python and Node.js SDKs. Installation links and source documentation are available in the Developer SDK section. Other languages can use the REST API.

Does it work with older passport formats?

Yes, our ocr passport sdk is trained to handle both legacy green cover formats and the latest generation of blue cover biometric Vietnamese e-passports, ensuring broad compatibility.

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