License Plate Recognition System

Developed a License Plate Recognition System which performs plate detection, character segmentation and character recognition to identify the Licence Plate Number. Used Open CV and Heuristics for plate detection, and Pytesseract and linear SVM for character recognition. Refer to - Documentation for more information.

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes.

Prerequisites

• Python
• Sckit-learn

pip install sckit-learn

• OpenCV

pip install opencv

• Matplotlib

pip install matplotlib

• Tesseract

pip install pytesseract

Installing & Testing

• Download this project into you computer
• Run prediction.py

python prediction.py

Built With

• Python - Programming Language
• Scikit-Learn - Standard implementation of machine learning models.
• OpecCV - Used to edge detection and generate contours
• Pytesseract - Image OCR

Author

• Ashutosh Suman(https://github.com/ashutoshsuman99)