“Dynamsoft Enhances MRZ Scanner for Improved Text Recognition Accuracy Using Deep Learning Technology”
Dynamsoft, a leading global provider of barcode, document, and ID capture solutions, has unveiled significant upgrades to its Machine-Readable Zone (MRZ) scanner SDK. These enhancements result in a remarkable 46% improvement in text recognition accuracy, particularly on challenging datasets. Powered by deep learning technology, the updated SDK introduces a smarter, multi-step recognition workflow that ensures more reliable results for scanning ID cards and passports.
The latest update addresses three key challenging scenarios that impact reading accuracy:
1. Noisy Backgrounds: The AI filters visual noise to extract text accurately from complex backgrounds found in passports from countries like Canada, the UK, and Indonesia.
2. Motion Blur: Optimized processing sharpens text clarity in dynamic environments for seamless real-time interaction.
3. Touching Characters: Advanced segmentation separates closely connected characters for enhanced accuracy.
The enhanced accuracy is achieved through a multi-step recognition process that utilizes advanced validation methods to refine accuracy and overcome common OCR challenges. The workflow includes:
– Text Line Recognition Model: Utilizes an end-to-end CRNN model to recognize entire text lines, improving efficiency and accuracy.
– Character Validation and Enhancement: Implements feature scoring, character correction, and other techniques to enhance recognition.
– Contextual and Linguistic Corrections: Utilizes regex-based format correction and custom dictionaries to improve recognition accuracy.
Amy Gu, CEO of Dynamsoft, emphasized the importance of accurate ID capture in modern digital workflows and highlighted the AI-powered precision delivered by the latest MRZ scanner update. This precision enables developers to create more reliable, automated ID scanning solutions.
The Dynamsoft MRZ Scanner SDK is available for building applications on various platforms, including iOS, Android, Windows, Linux, and macOS. Flexible licensing options cater to businesses of all sizes. For detailed pricing information or to request a free trial, visit the MRZ Scanner SDK page or contact the Dynamsoft sales team.
Dynamsoft specializes in computer vision technology, providing developers with advanced capture solutions for barcodes, documents, and IDs. Trusted by global companies, Dynamsoft’s solutions facilitate workflow digitization and operational efficiency. Since 2003, Dynamsoft has been a leader in enterprise-grade TWAIN software, contributing to TWAIN standards. Learn more at https://www.dynamsoft.com.
In conclusion, Dynamsoft’s enhanced MRZ scanner offers improved text recognition accuracy through deep learning technology. The multi-step recognition process and advanced validation methods ensure reliable results for ID scanning applications. Developers can leverage this technology to enhance their digital workflows and improve operational efficiency. Stay updated on the latest advancements in capture solutions by engaging with Dynamsoft’s offerings.
