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 comprehensive insights into crop health, soil conditions, and overall farm efficiency. By analyzing the collected data, farme