Integrating Unmanned Aerial Systems (UAS) and computer vision has revolutionized various industries by enabling drones to interpret and understand visual information. Computer vision algorithms empower drones with capabilities such as object detection, autonomous navigation, mapping, and inspection. These advancements have transformed fields such as aerial photography, surveillance, infrastructure inspection, and precision agriculture. The continuous improvement of computer vision technologies and the integration of other sensing technologies hold promise for further enhancing the capabilities of UAS in interpreting visual data.