13th Presentation | Entropy and complexity analysis of AI-generated and Human-made paintings | Efi-Maria Papia
You can watch presentation’s recording here!
NanoAI welcomes Efi-Maria Papia who will present her work, titled “Entropy and complexity analysis of AI-generated and Human-made paintings”.
As always, an open discussion will follow.
When? February 16th, 15:30 Greece
Description:
Creativity is the ultimate characteristic of human intellect and expression, and it is inextricably linked to art. The advent of Artificial Intelligence (AI) models has shaken up the research world, raising questions about the nature of creativity and whether in its artistic form it is a uniquely human quality. In this talk, we aim to examine the relationship between creativity and the nature of the creator by using paintings created by both AI and humans in various artistic genres. By analyzing the paintings through a mathematical lens, utilizing an entropy analysis formulated by the classic Shannon entropy and a complexity measure based on multi-scale entropy, we hope to gain a deeper understanding of the prowess of AI models. The results indicate that differences between AI and human art can be found not only in the schematic representation, but also in the colour changes of the artworks.
Efi-Maria Papia is a physicist from National and Kapodistrian University of Athens (NKUA) with a specialization in condensed matter physics and materials science. She earned her MSc from the National Technical University of Athens (NTUA), where she studied mathematical modeling for new technologies. Currently, she is a Ph.D. candidate in nanometrology and computer vision at the Institute of Nanoscience and Nanotechnology (INN), NCSR “Demokritos”.
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You can find more info on this upcoming talk as well as on our previous talks at http://nano-ai.iit.demokritos.gr/