ALPR (Automated License Plate Detection and Registration) is an automated application designed to identify and register car license plates within parking areas.
The primary function of the application is the detection of license plates, which are subsequently recorded for billing purposes.
This application employs a multi-stage approach, utilizing both video and image processing techniques, to accurately extract
Tunisian license plate numbers. However, it's important to note that the current version of LPDR is limited to recognizing numerical characters on license plates and does not have the capability to read non-numerical characters.
- Processing of video records from the parking camera
- License Plate Detection: Utilizes computer vision techniques to accurately locate license plates in various conditions.
- Optical character recognition : Recognizes alphanumeric characters on license plates, converting visual data to readable text.
To build the package using python setuptools run :
python setup.py sdist --dist-dir build
It will generate a distributable version under the build/ directory.
or with :
python -m build
to get a *.tar.gz and *.whl files under the dist/ diractory.
Update package information and upgrade installed packages
sudo apt update
sudo apt upgrade
Upgrade Python packages: pip, setuptools, and wheel
pip install --upgrade pip setuptools wheel
Install library dependencies
sudo apt install python3-opencv libopencv-dev
clone to the repository
git clone git@github.com:wissem01chiha/ALPR.git
Navigate to the repository folder and run
pip3 install ./dist/cil4sys-0.1.1.tar.gz
This will install the application with it dependencies and data files.
connect your camera to raspberry pi board throgh the USB port or the default raspiberry port, only one camera wich is ste to default will be detected for the raspi kit camera you miust enable the camera interface
after installation navigate to the main script diractory folder and run :
python3 main.py
Please see the contributing guide.
Please feel free to mail to:
This project is actually under The GPL licence. See the License file for more details.