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Segmentation of images from a thermal camera using selected convolutional neural networks
 BENEDA, Lukáš
This thesis deals with the issue of instance segmentation of cattle's hoof in thermographic images. The aim of this thesis was to test several solutions and evaluate them. The basis of this thesis is review of existing solutions and state-of-the-art in this field of study, dataset preparation, selection of neural network models and evaluation of the results of individual models. The thesis describes the progress of the work and in the conclusion the individual results are compared and the best solution is evaluated. As results of this thesis are the created dataset of thermographic images of cattle's hoofs and 3 tested and evaluated models of neural networks, from which 2 of them are useable as solution for this issue.
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