Overview: This GitHub repository hosts a comprehensive project that combines advanced computer vision techniques to perform Automatic License Plate Detection (ALPR) and Speed Estimation using state-of-the-art algorithms. The project employs YOLOv8 for license plate detection, SORT for object tracking, and EasyOCR for optical character recognition to achieve highly accurate and efficient results.
A licensed plate detector was used to detect license plates. The model was trained with Yolov8 using this dataset. The model is available here.
- Python 3.x
- OpenCV
- YOLOv8
- SORT
- EasyOCR
- Numpy
Note: The sort module needs to be downloaded from this repository.