A innovative drone-based system is emerging as a transformative tool in modern agriculture. This intelligent system leverages the power of unmanned aerial vehicles (UAVs) equipped with advanced cameras and sensors to provide real-time insights into crop health, soil conditions, and overall farm yield. By interpreting the collected data, farmers can