Uploaded September 2025 | Updated September 2026, 2 weeks ago
The ESP32-S3 AI Bully Detector is an intelligent monitoring and safety device designed to detect bullying behavior in real time. Powered by the ESP32-S3 microcontroller with USB camera support and AI cloud integration, it combines motion detection, AI scene analysis, and instant Telegram alerts to create safer environments in schools, nursing homes, and workplaces.
Using built-in motion detection, the system automatically captures frames when activity is detected. These frames are analyzed by the Gemini AI API, which identifies potential bullying situations. If confirmed, the system immediately sends a photo alert to Telegram for quick response and evidence.
With Wi-Fi connectivity, MJPEG streaming, the Bully Detector is a compact, secure, and reliable solution for real-time safety monitoring.
It is designed as a ready-to-use safety and monitoring kit for:
Schools & Universities – to protect students by discouraging bullying.
Nursing Homes – to safeguard vulnerable residents.
Educators & Researchers – to explore AI safety applications.
Makers & Engineers – to prototype AI-powered security projects.
The “AI-driven safety” philosophy means that all modules, motion detection algorithms, and cloud AI integration are pre-configured, so users can focus on deployment and innovation instead of complex setup.
For Your Information :
The ESP32-S3 AI Bully Detector is an intelligent monitoring and safety device designed to detect bullying behavior in real time. Powered by the ESP32-S3 microcontroller with USB camera support and AI cloud integration, it combines motion detection, AI scene analysis, and instant Telegram alerts to create safer environments in schools, nursing homes, and workplaces.
Using built-in motion detection, the system automatically captures frames when activity is detected. These frames are analyzed by the Gemini AI API, which identifies potential bullying situations. If confirmed, the system immediately sends a photo alert to Telegram for quick response and evidence.
With Wi-Fi connectivity, MJPEG streaming, the Bully Detector is a compact, secure, and reliable solution for real-time safety monitoring.
It is designed as a ready-to-use safety and monitoring kit for:
Schools & Universities – to protect students by discouraging bullying.
Nursing Homes – to safeguard vulnerable residents.
Educators & Researchers – to explore AI safety applications.
Makers & Engineers – to prototype AI-powered security projects.
The “AI-driven safety” philosophy means that all modules, motion detection algorithms, and cloud AI integration are pre-configured, so users can focus on deployment and innovation instead of complex setup.
For Your Information :
