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National Repository of Grey Literature

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Learning to Generate Images with Convolutional Neural Networks Kohút, Jan ; Kolář, Martin (referee) ; Hradiš, Michal (advisor) The aim of this Bachelor's thesis is to design and analyze convolutional neural networks generating images of characters based on their parameters. Parameters of characters are type of char, font, colour of character, background colour, translation and rotation. Neural networks have created multidimensional representation of each parameter. Relations inside these representation are similar to relations inside parameters. Neural networks generate characters with new values of parameters based on interpolation between learned values of parameters. Neural networks are capable to generalize problem of generating images. Detailed record

Learning to Generate Images with Convolutional Neural Networks Kohút, Jan ; Kolář, Martin (referee) ; Hradiš, Michal (advisor) The aim of this Bachelor's thesis is to design and analyze convolutional neural networks generating images of characters based on their parameters. Parameters of characters are type of char, font, colour of character, background colour, translation and rotation. Neural networks have created multidimensional representation of each parameter. Relations inside these representation are similar to relations inside parameters. Neural networks generate characters with new values of parameters based on interpolation between learned values of parameters. Neural networks are capable to generalize problem of generating images. Detailed record

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