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A YOLO-based model for detecting Pakistani vehicle license plates in images. Trained on a Kaggle dataset, it’s optimized for accuracy in varied conditions. Suitable for traffic monitoring, toll collection, and law enforcement applications.(this is a practice project )

seemless12/Number-plate-detection

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🚗 Number Plate Detection

A computer vision project for detecting Pakistani license plates using a YOLO model.
Built with Python, trained on Kaggle data, and deployed using Gradio for an interactive demo.


📌 Features

  • Detects license plates from car images.
  • Built with YOLOv8 for fast & accurate detection.
  • User-friendly Gradio interface for easy testing.
  • Deployable on Hugging Face Spaces or locally.

🛠 Installation

Clone the repository:

git clone https://github.com/your-username/number-plate-detection.git
cd number-plate-detection

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A YOLO-based model for detecting Pakistani vehicle license plates in images. Trained on a Kaggle dataset, it’s optimized for accuracy in varied conditions. Suitable for traffic monitoring, toll collection, and law enforcement applications.(this is a practice project )

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