The escape of livestock is a serious concern for producers. Escaped animals can potentially damage property and/or injure people, especially when they are loose in undesired areas. Fence line inspection and the monitoring of gates, wires, and latches is a time-consuming task that must be regularly conducted to mitigate the risk of escape. The use of drones to evaluate fence lines is one of the newer methods being evaluated for farmers. With their onboard camera, rapid flight speed, and ability to fly over obstacles, drones have potential to expedite fence line inspection.