Introduction: This active deterrence PoE camera employs flashing red and blue strobe lights, two-way audio, and AI detection to proactively avert intrusions when offering crystal clear shade night vision and IP67 longevity. as being the crisp air and extended evenings of fall settle in, the necessity for trustworthy house security reaches a peak.