You can use this project to extract information DOB (name, surname, date of birth, etc.) on the identity card. To do this, I'm broke down the problem into sub-problems as below:
This project can do object detection + object classification + multiple object detection all at the same time.
Use case diagram
Sample id cards
Sample 1 | Sample 2 | Sample 3 |
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tested on python 3x
Requirements
to install requirements
pip3 install -r requirements.txt
Runs the application with the default webcam.
python3 id_card_detection_camera.py
Runs the application with the image file. Default image file "test_images/image1.jpg"
python3 id_card_detection_image.py