License plate recognition opencv python code. Source Code is available for your assistance. Sep 21, 2020 · In this tutorial, you will build a basic Automatic License/Number Plate (ANPR) recognition system using OpenCV and Python. The code is based on Adrian Rosebrock's (@jrosebr1) PyImageSearch post OpenCV: Automatic License/Number Plate Recognition (ANPR) with Python, edited to be able to detect Malaysian license plates which typically has white texts on black background plate. Jul 15, 2025 · License Plate Recognition is widely used for automated identification of vehicle registration plates for security purpose and law enforcement. By combining computer vision techniques with Optical Character Recognition (OCR) we can extract license plate numbers from images enabling applications in areas like security, traffic management and toll opencv ai deep-learning gstreamer cv video-processing feature-extraction image-classification face-recognition object-detection deepstream image-segmentation similarity-search image-enhancement video-analysis license-plate-recognition reid behaviour-analysis Updated 11 hours ago C++ Jul 23, 2025 · Automatic License/Number Plate Recognition (ANPR) is the process of detecting position of number plate and then using Optical Character Recognition technique to identify the text on the plate from a image or video. Oct 17, 2023 · Let’s dive deep into how we can build an LPR system using Python and OpenCV. Here I will guide you through the whole procedure of this task. What is License Plate Recognition? Continue reading to learn to use OpenCV and Python to create a simple automatic License Plate Recognition system. Create and activate a virtual environment, then install necessary Python packages (jupyter, numpy, pandas, opencv-python, imutils, matplotlib). Update the package list and install Python 3, pip, and virtual environment. Copy the contents of the current directory to /main in the Develop Automatic Number Plate Recognition project using OpenCV in easy steps. Discover how to detect & recognize car license plates in videos using Python & OpenCV. This tutorial will tell you how to implement License Plate Recognition of a image of car in Python program using OpenCV and Pytesseract library. It is widely used in video surveillance and for security purposes. This technology is used in various security and traffic applications. Jul 7, 2020 · License Plate Recognition is an image-processing technology used to identify vehicles by their license plates. Set the working directory to /main. Unveil the power of plate recognition now! Jul 12, 2025 · Recognizing a Car License Plate is a very important task for a camera surveillance-based security system. License Plate Detection: OpenCV is used to detect the location of license plates within the image using image processing techniques such as edge detection and contour analysis. You will discover and define automatic license/number plate recognition in the first section of this course. Use the latest Ubuntu image. We can extract the license plate from an image using some computer vision techniques and then we can use Optical Character Recognition to recognize the license number. . After that, we’ll go over the organization of our project. qucrkpc pgvyy mrx mpvs ewge klasf ryhq vcudq vktk fdq