Automatic Car Number Plate Recognition System using Python
In this Video tutorial, we will showing the output of Vehicle License Plate Recognition using Machine Learning and python programming language. We will use python pytesseract forย the digit and character extraction from the license plate and OpenCV Python is used for identify the license number plates. We build a Code and model that will automatically recognize the Car License Plate.
Automatic Vehicle License Number Plate Recognition System :-
1. Prediction of ANPR can utilize by basic technique for image processing.
2. Advanced ANPR system use dedicated object detectors like YOLO, Faster R-CNN, HOG + Linear SVM, SSD to localize number plates in image.
3. ANPR software uses Long Short Term Memory Networks (LSTM) and Recurrent Neural Networks (RNN) in order to better OCRing of text from number plates.
Car Number Plate Recognition using Image Processing
Software Requirements :-
- Coding Language : Python
- Implementation: Software Framework.
- Operating system : Windows 10 / 11.
- Graphical User Interface : Tkinter
Hardware Requirement:-
- Input Devices : Keyboard, Mouse.
- System : Pentium i3 Processor.
- Hard Disk : 500 GB.
- RAM : 4 GB.
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