نظام عدّ الأشخاص باستخدام Python OpenCV مع تنبيهات Gmail
Python OpenCV People Counting with Gmail Alerts
Transform your security with Python OpenCV People Counting. Real-time monitoring, occupancy insights, and cost-effective automation for enhanced safety and efficiency.
Project Overview
This project offers a robust solution for monitoring and counting people using computer vision. Leveraging Python and OpenCV, the system detects and tracks individuals in real-time video streams, providing accurate counts and sending email alerts via Gmail for designated thresholds.
Key Features
Real-Time Detection
- 🎥 Uses OpenCV for live tracking of people in monitored areas.
People Counting
- 🧍♂️ Accurately counts individuals entering or leaving.
Gmail Alerts
- ✉️ Sends email notifications for threshold breaches.
- ⚙️ Customizable thresholds for alert triggers.
- 🔗 Integrated seamlessly via Gmail API.
User-Friendly Interface
- 🖥️ Intuitive UI for easy configuration and monitoring.
Benefits
- 🛡️ Enhanced Security: Track people entering or leaving in real-time.
- 📊 Occupancy Management: Gain insights into area usage.
- 🤖 Automation: Reduce manual monitoring with automated counting and alerts.
- ⏰ Timely Alerts: Immediate notifications for threshold breaches.
- 💰 Cost-Effective: Affordable compared to traditional monitoring solutions.
Technology Stack
- 🐍 Programming Language: Python
- 🎥 Computer Vision: OpenCV
- ✉️ Gmail API Integration
- 🖥️ Visualization & UI: OpenCV & cvzone (optional)
- 📊 Numerical Processing: NumPy
Use Cases
- 🏬 Retail Stores – Monitor customer flow.
- 🏢 Offices – Track occupancy levels.
- 🚉 Public Venues – Count people entering/exiting.
- 🚌 Transport Hubs – Monitor crowd flow efficiently.
- 🛡️ Security Systems – Ensure safety and compliance.
Conclusion
The Python OpenCV People Counting with Gmail Alerts project provides a cost-effective, real-time solution for people monitoring and alerting. It enhances security, optimizes occupancy management, and automates notifications, making it suitable for a wide range of applications across industries.