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Examples of the results on images from the test set: The pictures show from left to right (a) the original image; (b) the prediction of the categorical segmentation; (c) the ellipses extracted from the categorical segmentation; (d) the prediction of the combined segmentation; and (e) the ellipses extracted from the combined segmentation (including orientation recognition). The filled part of the ellipses shows the identified orientation of the animals.
