There is no data like more data -- current status of machine learning datasets in remote sensing

Annotated datasets have become one of the most crucial preconditions for the\ndevelopment and evaluation of machine learning-based methods designed for the\nautomated interpretation of remote sensing data. In this paper, we review the\nhistoric development of such datasets, discuss their features based on a few\nselected examples, and address open issues for future developments.\n