anprs 0.0.5

Automatic Number Plate Recognition System

ANPRS (Automatic Number Plate Recognition System)

This project served as the B.Tech project of four Electrical Engineering students in 2022.

Usage

1. Install Package (Requires python 3.x)

   pip install anprs
   

2. Sample Usage

    from anprs.anprs import LPR, OCR
   
    lpr = LPR()
    ocr = OCR()
   
    image_path = 'path/to/your/image'
   
    lpr_res = lpr.perform_lpr(image_path)
   
    license_plate_number = ""
   
    if lpr_res:
        license_plate_number = ocr.get_results()
    else:
        print('License plate not detected')
   
    print(lpr_res, license_plate_number)
   

Research Paper

The implementation in this repository corresponds to the following research paper:

Title: Deep Learning-based approach for Indian License Plate Recognition using Optical Character Recognition

Authors:

• Aditya Upadhye
• Atharvraj Patil
• Jayesh Ingale
• Sakshi Jaiswal
• Suhas Kakade
• Abhishek Bhatt

Link: https://ieeexplore.ieee.org/abstract/document/10183391

Build Project

1. Setup Virtual Env

# create virtual env
python -m venv local_env

# use this to activate the environment
source local_env/Scripts/activate

# install dependencies
pip install -r requirements.txt

2. Create Media Folder in root directory
3. Add your image of a vehicle and rename it to photo.jpg