Real-Time Intrusion Detection System Using YOLOv8 & OpenCV | Python Computer Vision

Build a real-time Intrusion Detection System using Python, OpenCV, and YOLOv8. This project demonstrates AI-powered object detection with custom security zones and alert notifications. In this video, I show how to create an intrusion detection system using computer vision techniques. The system detects people entering restricted zones in a video stream and triggers an alert sound while capturing snapshots for evidence. 🔹 Technologies Used: - Python - OpenCV (cv2) - YOLOv8 (Ultralytics) - NumPy - JSON - Pygame 🔹 Features: ✔ Real-time person detection ✔ Polygon-based intrusion zones ✔ Sound alert on intrusion ✔ Automatic snapshot capture ✔ Zone saving using JSON This project is part of my journey in building real-world AI and Computer Vision systems. On this channel, I share practical projects, tutorials, and experiments related to: - Computer Vision - Machine Learning - Python Development - Artificial Intelligence If you find this video useful, consider subscribing and sharing your feedback in the comments. #IntrusionDetection #ComputerVision #YOLOv8 #OpenCV #Python #AI #MachineLearning