license plate recognition

VEHICLE RECOGNITION , LICENSE PLATE , Brand , YEAR AND MORE!

This project focuses on "Vechicle recognition , using opencv , skit image using openalpr API
The entire video with demonstation of each and every part (in realtime) is available in my YouTube Channel Leo Bogod Youtube Channel

OpenALPR API and OpenCV is used as a base for object recogntion on this project, more info can be found on this repo.***

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This project has more features than just licenes plate detection, here are some additional feautres

• Recognition of approximate vehicle color
• Recognition of approximate vehicle brand
• Recognition of approximate vehicle year
• Import all images from folder making it easy to analyze multiple images at once Prediction of approximate vehicle size height and length

ToDos:

• More powerful detection models will be shared.
• Make the algorithm work with video instead of picture only
• Code cleanup will be performed.

Theory

System Architecture

• Vehicle color prediction has been developed using OpenCV via K-Nearest Neighbors Machine Learning Classification Algorithm is Trained Color Histogram Features, see for more info.

• License plate extraction was created with openCV and East Text recogntion Library + pyteseract for converting image to string.