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 development and evaluation of machine learning-based methods designed for the automated interpretation of remote sensing data. In this paper, we review the historic development of such datasets, discuss their features based on a few selected examples, and address open issues for future developments. 2021: M. Schmitt, S. A. Ahmadi, R. Hänsch https://arxiv.org/pdf/2105.11726v2.pdf