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Now a days we are scared about our house for that solutation is SMART HOME SECURITY SYSTEM Objective:
Develop a smart home security system that utilizes AI for real-time surveillance, facial recognition, and anomaly detection
Features:
1 Real-Time Surveillance: Use the camera module to provide real-time video feed.Stream video to a connected device (e.g., smartphone, tablet, or computer).
2 Facial Recognition:
Implement facial recognition to identify known individuals and differentiate them from unknown ones.Train the model to recognize family members and frequent visitors.Trigger alerts when an unknown person is detected.
3 Anomaly Detection:
Use AI to detect unusual activities, such as a person loitering near the door or attempting to enter through a window.Trigger alarms and send notifications to the homeowner’s device if anomalies are detected.
4 Voice Alerts:
Integrate a speaker to provide voice alerts and warnings.Use pre-recorded messages to inform intruders they are being watched.
5 Mobile Notifications:
Send real-time notifications and alerts to the homeowner’s mobile device.Include snapshots or short video clips of detected activities.
6 Data Logging: Maintain a log of all detected activities with timestamps and corresponding images/videos.Allow homeowners to review logs to check past activities.
Components Needed:
1. Sipeed Maixduino AI development kitCamera module (included with the kit)
2. MicroSD card for data storage
3. Speaker for voice alerts
4. Wi-Fi module for internet connectivity (if not built-in)
5. Power supplyMobile app or web interface for monitoring (optional)
6.jumper wire
7.sensor
Implementation Steps:
1 Setup Environment:Set up the Maixduino development environment and ensure all drivers and libraries are installed.
2 Camera Integration:
Connect and configure the camera module.Write code to capture and display the video feed.
3 Facial Recognition Model:
Train a facial recognition model using known faces.Implement the model on the Maixduino for real-time facial recognition.
4 Anomaly Detection:
Develop or integrate an AI model to detect unusual activities.Implement logic to trigger alerts based on detected anomalies.
5 Voice Alerts: Record or source voice alert messages.Write code to play messages through the speaker upon detection of an intruder.
6 Mobile Notifications:
Set up a method to send notifications to a mobile device (e.g., using a cloud service or direct network communication).
7 Data Logging:
Implement a logging mechanism to store images/videos and activity logs on a microSD card or in the cloud.Provide a way to access and review these logs.
8 User Interface:
Develop a simple interface for homeowners to monitor the security system, either as a mobile app or web application.
Benefits:
Enhanced home security with AI-driven detection and alerts.Real-time monitoring and instant notifications.Easy access to activity logs and surveillance footage.This project not only demonstrates the capabilities of the Sipeed Maixduino AI development kit but also provides practical and valuable functionality for home security.