🥤Water Bottle Counting System | Real-Time Object Detection & Counting Using AI | YOLOv11 + Python

Описание: Description:

Welcome to the AI-Powered Water Bottle Counting System — a fast, vision-based automation tool for packaging lines and smart manufacturing.
It uses YOLOv11 for real-time detection, line-based counting, region filtering, and a Tkinter dashboard to track every bottle on the conveyor.
The system works live with instant counting, tracking, snapshots, and production-ready logging.

✅ Key Features

🎯 Real-Time Object Detection using YOLOv11
💧 Accurate Water Bottle Counting using Line Crossing Logic
🖥️ Interactive Tkinter GUI Dashboard for Live Monitoring
📸 Snapshot & Logging System for Quality and Traceability
🧠 Python + OpenCV + SORT Tracker for Stable, Smooth ID Tracking
🧾 CSV Export containing Bottle ID, Timestamp & Snapshot Path

🚀 Ideal For:

🏭 Water Bottle Manufacturing Plants
🚰 Packaged Drinking Water Lines
📦 Automated Conveyors & Smart Factories
📈 Production Line Monitoring & Analytics
👨‍💻 Computer Vision & AI Students / Engineers


🔗 Technologies Used

Python | OpenCV | YOLOv11 | Tkinter | SORT | NumPy | CSV Logging


🧰 Deliverables

📁 Full Python Source Code
🧾 Step-by-Step Setup & Documentation
📊 Real-Time Visualization & Counting Dashboard


💬 Want This Project?

If you'd like access to the full implementation or want to collaborate on similar AI + Computer Vision solutions, feel free to reach out!


🚀 Custom AI Projects Available

I build end-to-end solutions in:
🤖 Machine Learning
🧠 Deep Learning
👁️ Computer Vision
🎨 Generative AI
💬 NLP
🧩 RAG / Agentic RAG
⚙️ NVIDIA Jetson
🍓 Raspberry Pi
🐳 Docker
☁️ AWS | Google Cloud | Azure

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


🔗 LinkedIn:   / pandian-p-3b0553230  
📧 Email: [email protected]
📸 Instagram:   / pandian449  


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