/IDCard-OCR

Recognize text in Vietnamese ID card using Centernet-Custom and Seq2Seq-Attention models

Primary LanguageJupyter NotebookMIT LicenseMIT

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: