Multi-Region People Entry & Exit Counting System Using Computer Vision & AI

I’m excited to share the output of a real-time people counting system ! This AI-powered computer vision solution is designed for practical applications in:
Smart surveillance & security
Public venue & building monitoring
Transportation hubs (bus/train stations, airports)
Retail analytics & customer flow tracking
Crowd management in large spaces
✨ Key Highlights of the System
🔹 Multi-Region People Counting
Define and monitor multiple regions (zones) in the same scene—each with its own entry/exit rules and counts.
🔹 AI-Powered Object Detection
Built using YOLOv11, enabling accurate, real-time people detection even in crowded or low-light environments.
🔹 Entry & Exit Line Crossing Logic
Geometric-based tracking determines whether individuals cross custom-defined boundaries, classifying them as “In” or “Out.”
🔹 Polygonal ROI Filtering
Polygon-based region of interest (ROI) filtering ensures only people inside selected zones are considered, minimizing false positives.
🔹 Interactive GUI Dashboard
A Tkinter-based user interface allows video/live feed uploads, custom region drawing, entry direction setup, and real-time count visualization.
🔹 Logs, Snapshots & Reporting
Each entry/exit event captures:
✔️ Tracking ID
✔️ Region & Direction (In/Out)
✔️ Timestamp
✔️ Person snapshot
✔️ Exportable CSV logs for reporting & analytics

💬 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:  / pandian-p-3b0553230  

or

📸 Instagram:  / pandian449  

#ComputerVision #ArtificialIntelligence #AIProjects #PeopleCounting #ObjectDetection #YOLO #DeepLearning #CrowdAnalytics #SmartSurveillance #RetailAnalytics #MachineLearning #RealTimeAnalytics #SmartInfrastructure #AIInnovation #EdgeAI