UCAS-AOD Dataset is a remote sensing image dataset that contains two types of targets: cars and airplanes, as well as background negative samples.

This dataset was first released by the University of Science and Technology of China in 2014 and supplemented in 2015. The related papers include "Orientation Robust Object Detection in Aerial Images Using Deep Convolutional Neural Network".