Top 10 Best Passport Ocr Software of 2026

Regula Document Reader SDK is a leading forensic-grade software development kit specialized in high-accuracy OCR and authentication of identity documents, particularly passports from over 250 countries. It extracts data from MRZ, visual zones, barcodes, and RFID chips while detecting sophisticated security features like holograms, UV inks, and microtext. Designed for seamless integration into mobile, web, and desktop applications, it powers secure verification in border control, banking, and KYC processes.

KBY-AI OCR SDK is a robust software development kit specialized in high-accuracy OCR for identity documents, including passports from over 200 countries worldwide. It excels at parsing Machine Readable Zones (MRZ) and extracting key fields like name, date of birth, expiry date, and nationality with exceptional precision. Designed for seamless integration into mobile, web, and desktop applications, it's particularly strong for KYC, onboarding, and verification workflows.

Anyline is a mobile-first OCR SDK leveraging AI and computer vision to scan and extract data from identity documents, with strong support for passports including MRZ decoding and visual zone recognition. It enables real-time data capture from over 200 global document templates, supporting features like authenticity checks and data validation. Available for iOS, Android, and cross-platform frameworks, it's designed for integration into apps for KYC, onboarding, and verification workflows.

ABBYY FineReader Engine is a professional OCR SDK from ABBYY that enables developers to integrate high-accuracy document recognition into applications, with specialized support for passports and identity documents. It excels at extracting data from the Machine Readable Zone (MRZ) and visual zones, handling poor-quality scans, and supporting over 200 languages. Ideal for enterprise KYC, onboarding, and verification workflows requiring reliable passport OCR.

LEADTOOLS OCR SDK is a powerful developer toolkit from LEAD Technologies specializing in imaging and document recognition, with robust OCR capabilities for extracting text from passports and ID documents. It features dedicated MRZ (Machine Readable Zone) recognition compliant with ICAO standards, enabling accurate parsing of passport data like name, nationality, and expiry date. The SDK supports zone-based OCR, multi-language recognition, and integration into custom applications across Windows, Linux, and mobile platforms.

Azure AI Document Intelligence is a cloud-based AI service from Microsoft that uses advanced OCR and machine learning to extract structured data from various documents, including passports. It features prebuilt models specifically for identity documents like passports, accurately capturing fields such as passport number, full name, nationality, date of birth, expiration date, and issuing authority. This makes it suitable for automating KYC, compliance, and verification workflows in enterprise environments.

Amazon Textract is a machine learning-powered OCR service from AWS that automatically extracts text, handwriting, and structured data from scanned documents, including passports. It excels at identifying key-value pairs such as passport number, name, date of birth, and expiry date, making it suitable for identity document processing. While not exclusively designed for passports, its form analysis capabilities handle complex layouts effectively.

Google Cloud Vision API is a cloud-based machine learning service that excels in optical character recognition (OCR), extracting text from images including passports via features like Text Detection and Document Text Detection optimized for dense document layouts such as MRZ zones. It supports over 100 languages, handles both printed and handwritten text, and integrates seamlessly with other Google Cloud services for scalable applications. As a general-purpose OCR tool, it provides high accuracy for passport scanning but requires custom post-processing to map extracted text to specific fields like name, nationality, or expiry date.

Tesseract OCR is an open-source engine developed by Google for extracting printed text from images, making it adaptable for passport OCR tasks like reading MRZ zones and personal details. It supports over 100 languages out-of-the-box and excels with high-quality scans after preprocessing. While not purpose-built for passports, it offers high accuracy when fine-tuned with custom models for standardized formats like ICAO-compliant documents.

PaddleOCR is a powerful open-source OCR toolkit from PaddlePaddle that provides text detection, recognition, and layout analysis for images, making it viable for passport OCR tasks like MRZ extraction. It supports over 80 languages and includes advanced models like PP-OCRv4 for high-accuracy printed text recognition and PP-Structure for document parsing. While not specifically tailored for passports, it offers customizable pipelines for processing structured identity documents effectively.