Real-Time Intrusion Detection System Using YOLOv8 & OpenCV | Python Computer Vision
Автор: CodePlatform
Загружено: 2026-01-25
Просмотров: 56
Описание:
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
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#IntrusionDetection #ComputerVision #YOLOv8 #OpenCV #Python #AI #MachineLearning
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