Vietnamese citizen identity card reader

TODOs

• OCR and extract information based on rules
• Card alignment based on traditional digital image processing

Text detection and OCR

The OCR comes from the EasyOCR, which is a vigorous OCR library supporting variety languages such as Vietnamese.

Due to time limitation, I have just used rulebase method to extract the information. Naturally, it can't cover all situation so I'm researching some methods based on Graph Neural Network for the KIE problems.

Run model