omar0930/Egypt-Car-Plates-Detection

# Egypt Car Plates Detection 🚗 This project is an AI-powered car plate detection system built using **YOLOv7**. It detects and recognizes Egyptian car plates with **high accuracy (0.94 mAP)**. The model was trained using a custom dataset from Roboflow. ## 🚀 Features - **High Accuracy (0.94 mAP)** for plate detection - **YOLOv7-based model** for real-time performance - **Custom dataset** from Roboflow for Egyptian plates - **End-to-end pipeline** (Training, Evaluation, and Deployment) ## 📌 Installation To set up the project, follow these steps: 1. Clone the repository: ```bash git clone github.com cd Egypt-Car-Plates-Detection ``` ## 🛠 Future Improvements - Implement real-time plate recognition - Optimize the model for mobile and embedded systems