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 multispectral cameras and sensors to provide detailed insights into crop health, soil conditions, and overall farm yield. By analyzing the collected data, farmers ca