Django Vietnamese ID card OCR

The system extracts information from personal card

• Creating by a team of student at CTU
• Text detection is based CTPN and text recognition is based crnn and ctc belong to vietocr systems.
• This is a scientific research project about the topic of optical character recognition

Installation

Creation of virtual environments is done by executing the command venv:

python3 -m venv env

That will create a new folder env in your project directory. Next activate it with this command on mac/linux:

source env/bin/activate

Use the package manager pip to install requirements:

pip3 install -r requirements.txt

Download model

https://drive.google.com/drive/folders/1qCuRMkrO7jE1UK5n_nyrtFg0I1slWm5X?usp=sharing After downloading, add 2 models to folder ocr/checkpoints for implementation

Usage

Run the project with this command. Then open http://localhost:8000 in your browser to see the website.

python3 manage.py runserver

Creator

• Bùi Quốc Trọng > email: [email protected]
• Nguyễn Nhĩ Thái > email: [email protected]
• Trương Hoàng Thuận
• Võ Thành Long