MRZScanner
The core functionality of this project is MRZ Text Recognition.
📄️ Introduction
MRZ (Machine Readable Zone) refers to a specific area on travel documents such as passports, visas, and identity cards, where the information can be quickly read by machines. MRZ is designed and generated according to the International Civil Aviation Organization (ICAO) Document 9303, which helps speed up border checks and improve the accuracy of information processing.
📄️ Installation
We provide installation through PyPI or by cloning the project from GitHub.
📄️ Quick Start
We provide a simple model inference interface, which includes the logic for preprocessing and postprocessing.
📄️ Advanced
When invoking the MRZScanner model, you can make advanced configurations by passing parameters.
📄️ Model Design
The world is simple, yet we complicate it ourselves.
📄️ Dataset
Since MRZ images are mostly found in personal documents, we couldn’t find enough real training data.
📄️ Submission
In the real world, there's a wide variety of cases, and you might encounter situations where things don’t work as expected.
📄️ References
Researchs