Search Results for author: Immanuel Weber

Found 3 papers, 1 papers with code

Exploring Wilderness Characteristics Using Explainable Machine Learning in Satellite Imagery

1 code implementation1 Mar 2022 Timo T. Stomberg, Taylor Stone, Johannes Leonhardt, Immanuel Weber, Ribana Roscher

Occluding certain activations in an interpretable artificial neural network we complete a comprehensive sensitivity analysis regarding wild and anthropogenic characteristics.

BIG-bench Machine Learning

Behind the leaves -- Estimation of occluded grapevine berries with conditional generative adversarial networks

no code implementations21 May 2021 Jana Kierdorf, Immanuel Weber, Anna Kicherer, Laura Zabawa, Lukas Drees, Ribana Roscher

In this article, we present a method that addresses the challenge of occluded berries with leaves to obtain a more accurate estimate of the number of berries that will enable a better estimate of the harvest.

Artificial and beneficial -- Exploiting artificial images for aerial vehicle detection

no code implementations7 Apr 2021 Immanuel Weber, Jens Bongartz, Ribana Roscher

One of the most prominent applications is the detection of vehicles, for which deep learning approaches are increasingly used.

Object object-detection +2

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