Search Results for author: Seyed Ali Ahmadi

Found 2 papers, 1 papers with code

There Are No Data Like More Data- Datasets for Deep Learning in Earth Observation

no code implementations30 Oct 2023 Michael Schmitt, Seyed Ali Ahmadi, Yonghao Xu, Gulsen Taskin, Ujjwal Verma, Francescopaolo Sica, Ronny Hansch

We hope to contribute to an understanding that the nature of our data is what distinguishes the Earth observation community from many other communities that apply deep learning techniques to image data, and that a detailed understanding of EO data peculiarities is among the core competencies of our discipline.

Earth Observation

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

2 code implementations25 May 2021 Michael Schmitt, Seyed Ali Ahmadi, Ronny Hänsch

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.

BIG-bench Machine Learning

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