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 ID cards. The information in this area can be quickly read by machines. MRZ is designed and generated according to the International Civil Aviation Organization’s (ICAO) Document 9303, intended to speed up border checks and improve the accuracy of data processing.
📄️ Installation
Currently, there is no installation package available on PyPI, and there are no immediate plans to release one.
📄️ QuickStart
We provide a simple model inference interface that includes preprocessing and postprocessing logic.
📄️ Advanced
When invoking the MRZScanner model, you can adjust advanced settings by passing specific 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