Vietnamese ID Card Recognition

Overview

A project to recognize text in Vietnamese ID card using Centernet-Custom and Seq2Seq-Attention models

Setup

Edit requirements_gpu.txt or requirements_cpu.txt depend on CPU or GPU, then run:

sh setup.sh    

Performances

Model	mAP(IOU=0.5-0.95)	Full Sequence Acc (%)
CMND Detect	x	x
Line Detect	0.75	x
OCR	x	81%

Demo

Run demo from file OCR_deploy.ipynb

Result: