A groundbreaking drone-based system is emerging as a transformative tool in modern agriculture. This sophisticated system leverages the power of unmanned aerial vehicles (UAVs) equipped with high-resolution cameras and sensors to provide detailed insights into crop health, soil conditions, and overall farm yield. By analyzing the collected data, fa