Number_Plate_Recognition

This project focuses on using Image Processing techniques and Deep Learning to detect number plate and recognize its characters.

Tools and Libraries:

• Python 3.8.1
• OpenCV 4.2.0
• Tensorflow 2.2.0
• Keras 2.4.3
• Matplotlib 3.2.2
• Numpy 1.19.0
• Pytesseract 0.3.4

Usage:

This project is implemented in two different ways-

1. Using only Image Processing techniques to detect number plate and using PyTesseract for character recognition.

script1.py    

2. Using Haar cascade classifier to detect number plate and using Deep learning model for character recognition.

script2.py   

• NOTE- Classifier and deep learning model used were already pre-trained for their specific purpose.