Search Results for author: Joëlle Hanna

Found 4 papers, 3 papers with code

Ben-ge: Extending BigEarthNet with Geographical and Environmental Data

1 code implementation4 Jul 2023 Michael Mommert, Nicolas Kesseli, Joëlle Hanna, Linus Scheibenreif, Damian Borth, Begüm Demir

Based on this dataset, we showcase the value of combining different data modalities for the downstream tasks of patch-based land-use/land-cover classification and land-use/land-cover segmentation.

Earth Observation Land Cover Classification

Power Plant Classification from Remote Imaging with Deep Learning

no code implementations22 Jul 2021 Michael Mommert, Linus Scheibenreif, Joëlle Hanna, Damian Borth

Using a ResNet-50 deep learning model, we are able to achieve a mean accuracy of 90. 0% in distinguishing 10 different power plant types and a background class.

Classification

What is Trending on Wikipedia? Capturing Trends and Language Biases Across Wikipedia Editions

1 code implementation17 Feb 2020 Volodymyr Miz, Joëlle Hanna, Nicolas Aspert, Benjamin Ricaud, Pierre Vandergheynst

In this work, we propose an automatic evaluation and comparison of the browsing behavior of Wikipedia readers that can be applied to any language editions of Wikipedia.

Social and Information Networks Computers and Society

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