Real Time AI-Based Wildlife Detection and Deterrent System for Farmland Protection

The automated agricultural land protection system is a smart AI-supported solution designed to stop wildlife intrusion and protect crops by means of real-time detection, identification, and deterrence. The distance-based sensors are sensitive enough to continually monitor the immediate approach to the crops and their agent. Upon the first detection of the animal, an alert buzzer warns the farmer. Later, in case of an approaching animal, the AI process will commence by using the YOLO object detection algorithm, where it will effectively tell the species of the animal and subsequently excite the sending of a species-specific deterrent frequency to repel the intruder. In case of persistence of the animal or a tampering event, the farmer is notified through GSM communication signals. An electric shock pulse mechanism will also be raised along the perimeter to intensify protection against unauthorized entry. Sense modes, deterrents, and communication modules are part of the microcontroller, which operationally ensures that processing decisions through sensor data are realized instantly with timeless feedback for alerts. The system, therefore, provides effective, automated, and least disruptive deterrence of wildlife, which should reduce crop damage while obviating the need for human supervision circadian. With the aid of artificial intelligence technology and an intelligent deterrent approach, it aims to reinforce agricultural security and productivity, which presents a more sustainable alternative to the old-time methods of wildlife control