Introduction: This active deterrence PoE digicam employs flashing purple and blue strobe lights, two-way audio, and AI detection to proactively prevent intrusions although providing crystal clear shade night eyesight and IP67 durability. given that the crisp air and extended evenings of drop settle in, the necessity for trustworthy home protection