License Plate Detector is a project aimed at detecting and recognizing vehicle license plates from images.
YOLOv11 (You Only Look Once version 11) is used for detecting license plates within images or video frames. YOLOv11 is known for its speed and accuracy in object detection tasks, making it ideal for real-time applications.
LPRNet (License Plate Recognition Network) is employed for recognizing the characters on the detected license plates. LPRNet is specifically designed for license plate recognition and provides high accuracy in reading license plate numbers and letters.
- Clone the repository:
git clone https://github.com/co-gy/LicensePlateDetector.git- Navigate to the project directory:
cd LicensePlateDetector- Install the required dependencies:
pip install .source run_app.bash