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Edge AI based Home Security Automation
Maixduino Kit for AI+IoT

I will be training a human detection and motion tracking AI model to detect intruders in our home while we are away. The model will be activated using a telegram bot while we leave home. Whenever a intruder is detected by the AI model we will be sent an alert over telegram, and will be provided the option to view the footage of threat present in our house.
More detailed plan:
Objectives
Develop a system that activates the development board camera based on user status (home/away) via a Telegram bot.
Implement human detection and motion tracking using the camera module.
Send real-time alerts and live footage to the user through Telegram when human activity is detected.
Ensure secure and reliable communication between the development board and the user’s Telegram account.

Components and Tools
Hardware:
Maixduino Kit
PIR sensor (optional for enhanced motion detection)
Power supply
Software:
Arduino IDE or PlatformIO for programming
Python/Node.js for Telegram bot development
OpenCV or other computer vision libraries for human detection
Telegram API for bot integration

Benefits:
Real-time human detection ensures immediate alerts to potential intrusions.
Live footage allows the user to verify the situation and take necessary actions promptly.
Telegram bot integration provides easy control and monitoring from a widely-used messaging app.
Remote activation and deactivation of the camera allow users to manage security effortlessly when leaving or arriving home.
Minimizes the need for expensive commercial security systems and monthly subscription fees.
System can be expanded to include multiple cameras or additional sensors.
Can be integrated with other smart home devices for a comprehensive security system.