Based on advanced deep learning algorithms, siren, and light warning design, active deterrence products achieve smart dual illuminators that can be freely configured by users. 24/7 color events, enabling more details when monitoring at night. Instant alarm notifications push to mobile on time, and one-click arming/disarming via the app greatly improving the ease of use of the products.