Abstract For the visual navigation and positioning of drones, optical flow algorithm is used to calculate flight speed drone, calculation errors its rotation state, vertical take-off landing state. Based on characteristics data, this paper compares various classification methods. It uses median KNN curve vector simplify feature quantity. Finally, it realizes motion UAV with based SVM algorithm....