COWC

The Cars Overhead With Context (COWC) data set is a large set of annotated cars from overhead. It is useful for training a device such as a deep neural network to learn to detect and/or count cars.

Source: A Large Contextual Dataset for Classification, Detection and Counting of Cars with Deep Learning Image Source: https://gdo152.llnl.gov/cowc/