Papers Read on AI

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June 8, 2022  

There is No Data Like More Data - Current Status of Machine Learning Datasets in Remote Sensing

June 8, 2022

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