Project: License plate detection & recognition using opencv & pytesseract
License Plate Recognition is an image-processing technology used to identify vehicles by their license plates. This technology is used in various security and traffic applications. I made this using a simple Python code.
Source Code & Link:
Steps involved in License Plate Recognition:
We will use the Tesseract OCR An Optical Character Recognition Engine (OCR Engine) to automatically recognize text in vehicle registration plates.
Py-tesseract is an optical character recognition (OCR) tool for python. That is, it’ll recognize and “read” the text embedded in images. Python-tesseract is a wrapper for Google’s Tesseract-OCR Engine. It is also used as an individual script, because it can read all image types like jpeg, png, gif, BMP, tiff, etc. Additionally, if used as a script, Python-tesseract will print the recognized text rather than writing it to a file. It has the ability to recognize more than 100 languages.
OpenCV is an open-source computer vision library. The library has more than 2500 optimized algorithms. These algorithms are often used to search and recognize faces, identify objects, recognize scenery and generate markers to overlay images using augmented reality, etc.
Open Command prompt (cmd) Type the below commands to install it.
● pip install pytesseract
● pip install opencv-python
#python #opencv #artificial-intelligence #machine-learning #developer
Welcome to my Blog , In this article, you are going to learn the top 10 python tips and tricks.
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Real Time Object Detection in Python And OpenCV
Github Link: https://github.com/Chando0185/Object_Detection
Blog Link: https://knowledgedoctor37.blogspot.com/#
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OpenCV is an open source library aimed at computer vision. It has great features that make tasks such as object, and color detection simple and intuitive.
In order to detect each well’s color we need to first get each well’s position in the picture. So, our first goal is to detect each well in a PCR plate. Once we do that we can easily get the pixel colors inside those wells.
#pcr #python #object-detection #opencv #computer-vision #well and color detection of pcr plate using python and opencv
Welcome to my Blog, In this article, we will learn python lambda function, Map function, and filter function.
Lambda function in python: Lambda is a one line anonymous function and lambda takes any number of arguments but can only have one expression and python lambda syntax is
Syntax: x = lambda arguments : expression
Now i will show you some python lambda function examples:
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In this tutorial, we will learn how to use
imread() method of OpenCV-Python in detail and different ways to load an image using
Table of Contents
#python modules #opencv-python #python imread() #opencv.imread() #python imread(): different ways to load an image using the opencv.imread() method #load an image