Description: Intelligent data collection using drones refers to a system that employs unmanned aerial vehicles (UAVs) to gather information efficiently and accurately. These drones are equipped with advanced sensors, high-resolution cameras, and data processing technology that enable them to capture and analyze information in real-time. Intelligent data collection involves not only capturing images or data but also interpreting and analyzing it, allowing for valuable insights across various applications. This technology is characterized by its ability to operate in challenging environments, its agility to cover large areas quickly, and its capability to access locations that would be dangerous or inaccessible to humans. Furthermore, the integration of artificial intelligence and machine learning into these systems enhances the collection and analysis of data, improving real-time decision-making. Intelligent data collection with drones has become an essential tool in sectors such as agriculture, construction, environmental monitoring, and disaster management, where precision and speed are crucial.