AI-Powered People Entry & Exit Counting System Using Computer Vision

I’m thrilled to showcase my latest real-time People Entry & Exit Counting System,
built with AI and Computer Vision to deliver accurate, intelligent, and automated tracking in dynamic
environments.

This project is designed for real-world applications such as:
🏢 Smart surveillance & access control
🏬 Retail & shopping mall analytics
🚉 Transportation hubs (airports, metro, bus stations)
🏫 Educational institutions & workplaces
🎟️ Event and crowd management systems
✨ Key Highlights of the System

🔹 Accurate Entry & Exit Counting
Automatically detects and tracks individuals crossing designated
entry and exit lines, delivering precise "IN" and "OUT" counts in real-time.

🔹 AI-Based Object Detection
Powered by YOLOv11, enabling robust people detection even under challenging conditions—crowds, occlusions, or low lighting.

🔹 Multi-Region Monitoring
Supports multiple zones within a single camera frame, each with its own configurable counting logic and boundaries.

🔹 Polygonal ROI Filtering
Focuses detection only within defined regions of interest (ROIs), reducing false counts from irrelevant movements.

🔹 Interactive GUI Dashboard
Developed using Tkinter, offering an intuitive interface to:

Load video or live feeds

Define custom regions & directions

View real-time counts and tracking IDs

Monitor visual analytics dynamically

🔹 Comprehensive Logging & Reporting
Each entry/exit event is recorded with:
✔️ Tracking ID
✔️ Region & Direction (In/Out)
✔️ Timestamp
✔️ Person Snapshot
✔️ Exportable CSV reports for further analysis

💡 This project represents a production-ready AI solution that integrates computer vision, tracking, and real-time analytics—a powerful step toward smart infrastructure, crowd monitoring, and intelligent automation.

💬 Interested in this project?
If you'd like access or want to collaborate on similar AI + Computer Vision projects, feel free to reach out!

🚀 Want to implement a custom AI project?
I also work on end-to-end solutions in:
🤖 Machine Learning | 🧠 Deep Learning | 👁️ Computer Vision | 🎨 Generative AI | 💬 NLP | 🧩 RAG / Agentic RAG | ⚙️ NVIDIA Jetson | 🍓 Raspberry Pi |🐳 Docker | ☁️ Cloud Services (AWS | Google Cloud | Microsoft Azure)

Let’s connect and bring your AI ideas to life!

🔗 LinkedIn:https://www.linkedin.com/in/pandian-p-3b0553230/
📧 Email: pandian10may@gmail.com
📸 Instagram:https://www.instagram.com/pandian449/

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