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@@ -37,10 +37,7 @@ The binary classification problem is constructed from the SemCity Toulouse multi
 
 More information about the dataset can be found in the publication below 
 
-R. Roscher, M. Volpi, C. Mallet, L. Drees, and J. D. Wegner, “Semcity toulouse: a benchmark for building instance segmentation in satellite images,” Isprs annals of photogrammetry, remote sensing and spatial information sciences, vol. V-5-2020, p. 109–116, 2020.
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+R. Roscher, M. Volpi, C. Mallet, L. Drees, and J. D. Wegner, “Semcity toulouse: a benchmark for building instance segmentation in satellite images,” ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. V-5-2020, p. 109–116, 2020.
 
 
 📐 Now you can proceed in two was: