Vehicle Number Plate Detection and Recognition.

About the Project:

Currently Ongoing - Website Integration on Flask
Vehicle Number Plate recognition System focuses on first detecting the number plate from vehicle.
Means, Firstly taking the image of Vehicle , then extracting the Number Plate from it using technique for localization, segmentation and recognition of the characters within the located plate.

OUR TEAM:

AMANDEEP
AMAN VERMA
KUMAR ASHUTOSH AMAN

Some of its applications:

Traffic safety enforcement
Automatic toll collection
Car park system

✔️ License

This project follows GNU License

Read the series on Medium

Part 1: Detection License Plate with Wpod-Net
Part 2: Plate character segmentation with OpenCV
Part 3: Recognize plate license characters with OpenCV and Deep Learning

Tools and Libraries

Python==3.6
Keras==2.3.1
Tensorflow==1.14.0
Numpy==1.17.4
Matplotlib==3.2.1
OpenCV==4.1.0
sklearn==0.21.3

Results