Introduction: This active deterrence PoE digital camera employs flashing red and blue strobe lights, two-way audio, and AI detection to proactively avert intrusions whilst delivering obvious colour night eyesight and IP67 toughness. because the crisp air and longer nights of fall settle in, the need for reliable dwelling protection reaches a peak.