Real-Time Industrial PPE Detection and Monitoring with Multi-Camera Support скачать в хорошем качестве

Real-Time Industrial PPE Detection and Monitoring with Multi-Camera Support

🛡️ Real-Time Personal Protective Equipment (PPE) Detection & Monitoring System This real-time PPE detection system is developed using Python, YOLOv8, OpenCV, and Django Channels with WebSocket communication. Designed for industrial and construction environments, it ensures workers follow safety protocols—detecting helmets, vests, gloves, and more via live video feeds. 🚀 Key Features 📹 Live Multi-Camera Stream Support Easily connect and manage multiple camera sources to monitor different areas simultaneously. 🔍 Advanced Log Summary & Search Filters Users can view and search logs based on: PPE class name Object ID Tracking ID Start time & end time 🧠 YOLOv8-Powered Object Detection Utilizes YOLOv8 for high-speed, accurate PPE detection in real time. 🔄 Smart Object Tracking Assigns and tracks unique IDs to individuals, enabling consistent identification across frames. 🚨 Real-Time Audio Alerts Triggers sound alerts using Pygame if PPE violations (e.g., no helmet) persist for more than 3 seconds. 🗃️ SQLite Logging with Base64 Image Storage Each detection is logged with timestamp, base64-encoded image snapshot, and relevant metadata. 🌐 Live WebSocket Communication Real-time updates to the browser using Django Channels and WebSocket for a smooth frontend experience. 🧤 PPE Detection Capabilities ✅ Person wearing a helmet ❌ Person not wearing a helmet ✅ Person wearing a safety vest ❌ Person not wearing a safety vest 📦 Technologies Used Python YOLOv8 (Ultralytics) OpenCV Django & Django Channels WebSockets Pygame (audio alert system) SQLite (for lightweight storage) 🏗️ Ideal Use Cases Construction Sites Manufacturing Units Warehouses High-Risk Industrial Zones Smart AI-Based Surveillance Systems 🏷️ Tags Python YOLOv8 OpenCV WebSocket PPE Detection Real-Time Monitoring Django Channels Computer Vision Workplace Safety Object Tracking Deep Learning SQLite 🔖 Hashtags #Python #YOLOv8 #OpenCV #PPE #RealTimeAI #SafetyAI #ComputerVision #WorkplaceSafety #ObjectDetection #AIProject #IndustrialTech 🔗 ApyCoder :https://apycoder.com/product-category... 🌟 Connect with me on Social Media! 🌟 🔗 Ko-fi : https://ko-fi.com/apycoder 🔗 Facebook:   / @apycoder   🔗 Instagram:   / @apycoder_   🔗 Pinterset: https://pinterset.com/apycoder 🔗 Quora: https://qr.ae/psbJMK Don't forget to follow me for updates and behind-the-scenes content!