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'
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For Licence Plate Detection and Recognition
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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
