AI-powered Workplace Safety Monitoring System
🚨 Revolutionizing Workplace Safety with AI! 🚨
Thrilled to unveil my latest project, an AI-powered Workplace Safety Monitoring System designed to protect workers and prevent accidents before they happen.
By combining YOLOv11 pose estimation with YOLOv11 object detection, this solution delivers real-time, 4K safety monitoring for industrial environments.
🔍 What it can do:
✅ Detect signs of worker fatigue/exhaustion through pose analysis
✅ Monitor PPE compliance (helmets, vests, boots)
✅ Trigger instant alerts & notifications when safety rules are breached
✅ Generate comprehensive safety analytics & reports
✅ Process 4K video with professional overlays
🛠 Tech Stack:
• Ultralytics YOLOv11 – pose estimation & object detection
• OpenCV – high-performance video processing
• Python – backend & automation
• Real-time alerting – email & dashboard notifications
• Interactive analytics dashboard – live stats & visualizations
📊 Key Features:
• Live worker activity tracking (active vs fatigued)
• PPE compliance verification in real time
• Safety scoring & risk level calculations
• Configurable alert thresholds
• Exportable, professional safety reports
💡 Why it matters:
From construction sites to manufacturing floors and warehouses, proactive AI-driven safety monitoring means fewer accidents, healthier workers, and reduced liability for organizations.
This is more than just surveillance — it’s prevention.