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Computer Vision

License Plate Recognition (LPR) and ANPR System

Automatically identifying and extracting text from vehicle license plates.

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License Plate Recognition (LPR) and ANPR System screenshot

Project Overview

A specialized OCR application for automatically reading and digitizing vehicle license plate numbers from images or video frames.

Technologies Used

PythonOpenCVTesseractOCR

Methodology

  1. 1Detecting license plate regions in images using computer vision techniques.
  2. 2Segmenting individual characters on the plate for OCR processing.
  3. 3Applying Tesseract or custom OCR models to extract alphanumeric characters.
  4. 4Post-processing for accuracy, format validation, and database integration.

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