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
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