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National Repository of Grey Literature 2 records found  Search took 0.00 seconds. 
Automatic Image Labelling
 Sýkora, Michal ; Beran, Vítězslav (referee) ; Hradiš, Michal (advisor)
This work focuses on automatic classification of images into semantic classes based on their contentc, especially in using SVM classifiers. The main objective of this work is to improve classification accuracy on large datasets. Both linear and nonlinear SVM classifiers are considered. In addition, the possibility of transforming features by Restricted Boltzmann Machines and using linear SVM is explored as well. All these approaches are compared in terms of accuracy, computational demands, resource utilization, and possibilities for future research.
Detailed record
Automatic Image Labelling
 Sýkora, Michal ; Beran, Vítězslav (referee) ; Hradiš, Michal (advisor)
This work focuses on automatic classification of images into semantic classes based on their contentc, especially in using SVM classifiers. The main objective of this work is to improve classification accuracy on large datasets. Both linear and nonlinear SVM classifiers are considered. In addition, the possibility of transforming features by Restricted Boltzmann Machines and using linear SVM is explored as well. All these approaches are compared in terms of accuracy, computational demands, resource utilization, and possibilities for future research.
Detailed record

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