The objective of this paper is to investigate the possibilities of creating a technological artifact
allowing a given agent to utilize Deep Learning as a tool in live visuals.
With an understanding of the additional layers of technology as a form of science, the paper first
and foremost seeks to clarify the fundamental concepts of Deep Learning and related
technologies, subsequently leading to an exposition of the theory of GAN models.
This project examines the possibilities of reducing the use of single-use plastic cups in RUC-bar. With grounding in the Design Science Research realm, the project aims at creating a design solution, working within the premises of abductive logic. The exposition and analysis are structured within the design process model “The Double Diamond”, allowing for a flexible and iterative approach to problem-solving. Conclusively, the paper will present a recommendation for the chairperson of RUC-bar, encompassing the design solution and guidance thereof.
