Vietnamese ID Card Extractor v2.0

Introduction

An web application helps us to extract information from Vietnamese chip-based ID card in a second. This application aims to reduce human typing workload and saves more time.

Installation

All requirement libraries are listed in requirements.txt. You can install it by using:

# Virtual env recommended
pip install -r requirements.txt

or build through Docker by:

docker build -t <app_name> .

Usage

python run.py

With Docker:

docker run -p 8080:8080 <app_name>

Demo

demo.mov

TODO

• Implement eKYC features.
• Improve speed of detection (Imma update newer version of YOLO).
• Improve accuracy of text recognized.
• Improve ability to align ID card in different light conditions.
• Code Refactoring

Contributors

Special thanks to Huynh Thien Tung, Le Thi Thanh Thanh and Truong Minh Son have contributed to this project. I heartly thankful to you all.