Bc. Jakub Oršula

Bachelor's thesis

Product package generator using GAN

Product package generator using GAN
Preskúmajte možnosti programatického generovania balení kozmetických produktov pomocou GAN. Na vyriešenie tohto problému implementujte 2 rôzne varianty GAN. Porovnajte výsledky vybraných algoritmov. Diskutujte o nevýhodách a výhodách používania prístupu strojového učenia v porovnaní s tradičným procesom.
Explore possibilities to programmatically generate product packages of cosmetic products using generative adversarial networks. Implement 2 different variants of GAN to solve this problem. Compare results of selected algorithms. Discuss cons and pros of using the machine learning approach compared to the traditional process.
Language used: English
Date on which the thesis was submitted / produced: 16. 12. 2021

Thesis defence

  • Date of defence: 10. 2. 2022
  • Supervisor: Ing. Lukáš Grolig
  • Reader: Ing. Jakub Orság

Citation record

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