Detecting the National Identification Cards
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] Identify Regions of Interest (ROI) containing the required information with deep learning
- [this project] Crop the regions identified above
- OCR on the identified region of interest
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|
How to Run
tested on python 3x
to install requirements
pip3 install -r requirements.txt
Runs the application with the default webcam.
Runs the application with the image file. Default image file "test_images/image1.jpg"