Image Generate In Arts Applications Designed In Artificial Intelligence

Artificial intelligence is a form of modelling that solves problems by detecting algorithms in sets of data of any kind, be it audio, image, or written text. Artificial intelligence algorithms only work with and process digital data as a form of modelling inspired by a plethora of theories, methodologies, technologies, and disciplines including Engineering, Biology, Experimental Psychology, Communication Theory, Game Theory, Mathematics and Statistics, Logic and Philosophy, and Linguistics. In turn, artificial intelligence has found use in multiple fields and artificial intelligence programmes employed in image management actually marked the advent of a new age in this specific field. Having made a significant mark on our lives in the 21^st Century, artificial intelligence has seen human operators allowing machines to learn, effectively endeavouring to find a cooperative balance between automation and human creativity. As a result, artificial intelligence has not only affected a change in human behaviour in this age, but has also been an active agent in changing the ways in which today’s society produces and consumes visual content through generative algorithms.

The present research study aims to offer an understanding on methods of machine learning and to discuss the image management possibilities created by artificial intelligence through an overview of various approaches adopted in these methods. Additionally, the study incorporates a literature review to discuss samples of artworks and images generated through artificial intelligence.

Keywords

Machine learning, image generate, artificial intelligence, generative adversarial networks (GAN), style transfer.