Automatic Number Plate Detection and Recognition using YOLOv8

Steps to run Code

• Clone the repository

git clone https://github.com/MuhammadMoinFaisal/Automatic_Number_Plate_Detection_Recognition_YOLOv8.git

• Goto the cloned folder.

cd Automatic_Number_Plate_Detection_Recognition_YOLOv8

• Install the dependecies

pip install -e '.[dev]'

• Setting the Directory.

cd ultralytics/yolo/v8/detect

• Downloading a Weights from the Google Drive

gdown "https://drive.google.com/uc?id=1dIyJooVaowaNUj0R1Q-HUnu-utiGsEj8&confirm=t"

• Downloading a Sample Video from the Google Drive

gdown "https://drive.google.com/uc?id=1P-oVR0J35Dw40lzw47sE19oADSW-tyb1&confirm=t"

• Run the code with mentioned command below (For Licence Plate Detection).

python predict.py model='best.pt' source='demo.mp4'

• For Licence Plate Detection and Recognition

• Download the Updated predict.py file from the drive

gdown "https://drive.google.com/uc?id=1S6GkQcDq8W0ThaUeZ708UegHIRiVWzTo&confirm=t"

• Run the code with mentioned command below (For Licence Plate Detection and Recognition).

python predict.py model='best.pt' source='demo.mp4'

RESULTS

Licence Plate Detection and Recognition

Licence Plate Detection and Recognition

Watch the Complete Step by Step Explanation

• Video Tutorial Link YouTube Link