Number plates · Detection and OCR
A computer-vision pipeline for vehicle and plate detection, image processing and text recognition with post-processing and validation.
Project Description
Started in April 2025, this project combines Ultralytics YOLO detection, OpenCV image processing and Tesseract OCR.
The implementation covers crops, image preparation, recognition, string comparison, correction, validation and batch processing.
Main Features
- Vehicle and plate detection
- Image preprocessing
- Tesseract OCR
- Correction and validation
- Batch processing