Skip to content

NilePlateID

Egyptian License Plate Recognition with AI

NilePlateID is an end-to-end AI pipeline for detecting Egyptian license plates, recognizing Arabic text, and re-identifying vehicles across cameras.

Pipeline Overview

Features

  • 🔍 YOLO Detection - Car and license plate detection with YOLOv11
  • 🔤 Arabic OCR - Custom YOLO OCR trained on Egyptian plates
  • 🚗 Vehicle ReID - Re-identify cars across cameras using deep learning
  • 🖥️ Streamlit App - Interactive web demo with premium UI
Documentation Description
Getting Started Installation and setup
Architecture System design overview
Classical CV Traditional CV approaches
YOLO Detection Deep learning detection
Vehicle ReID Re-identification system
API Reference CLI commands

Demo

Run the Streamlit app:

uv run streamlit run app.py

Open http://localhost:8501 in your browser.