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This research aims to develop an efficient system for automatic recognition of vehicle number plates.

February 16, 2026Open Access

Number Plate Extraction

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The ANPR system identifies vehicle plates in real-time, improving efficiency in traffic monitoring and parking management.

This research aims to develop an efficient system for automatic recognition of vehicle number plates.
Utilizes YOLO object detection model for detecting vehicle number plates in images or video.
Applies Optical Character Recognition (OCR) to convert extracted alphanumeric characters into machine-readable text.
Implements image processing techniques for preprocessing plate regions to enhance clarity.
Achieves real-time vehicle identification with improved accuracy and speed.
Reduces the need for manual effort in recognizing number plates.

Darekar et al. (2026) studied this question.

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