Categorising the World into Local Climate Zones -- Towards Quantifying Labelling Uncertainty for Machine Learning Models

Katharina Hechinger, Xiao Xiang Zhu, Göran Kauermann

Image classification is often prone to labelling uncertainty. To generate suitable training data, images are labelled according to evaluations of human experts. This can result in…