ndia loses an estimated ₹90,000 crore worth of crops annually due to wild animal intrusions, poor crop health monitoring, delayed fertilizer application, and unpredictable weather patterns (ICAR, 2022). In rural and forest-adjacent farming regions, especially in Tamil Nadu, Kerala, and Karnataka, over 35% of farmlands face frequent threats from animals like wild boars, elephants, and stray cattle. Simultaneously, 25% of yield loss is attributed to delayed or uneven application of fertilizers and lack of real-time crop health analysis. There's a pressing need for a multi-role autonomous system that can monitor, protect, and react to on-field emergencies without continuous human intervention.

FarmGuard is a state-of-the-art AI-powered autonomous drone system to address the dual challenges of wild animal intrusion and precision agricultural management in rural and semi-urban regions. Tailored specifically for Indian farming landscapes, especially those bordering forest areas, FarmGuard serves as an intelligent aerial guardian and an agronomic decision-support system.

At its core, FarmGuard integrates computer vision, remote sensing, edge AI, environmental sensing, and cloud connectivity to automate field monitoring, deter wildlife threats, optimize crop health, and ensure on-demand intervention. The system reduces human dependency, enhances security, and increases productivity by executing a wide array of critical functions autonomously.