Automatic Number Plate Recognition (ANPR) Usi...

Automatic Number Plate Recognition (ANPR) Using Machine Learning Algorithms: Python Implementation

Author Name : Dr. C. Sunitha, S Srihari Kumar , A. Akshay , S Sunai Sri Harish

ABSTRACT ANPR has various applications, including traffic management, parking enforcement, and law enforcement. This abstract presents a Python implementation of ANPR using machine learning algorithms. The proposed ANPR system consists of multiple stages, including image acquisition, preprocessing, character segmentation, character recognition, and result interpretation. In the image acquisition stage, vehicle images are captured using cameras or obtained from pre- recorded video footage. Preprocessing techniques such as image resizing, noise removal and image enhancement are applied to improve the quality of the input images. The core of the ANPR system lies in the charactersegmentation and recognition stages