Generative intelligence systems for image synthesis, their use cases, and related issues

Recieved: 10/28/2023

Accepted: 11/06/2023

Published: 01/27/2024

Keywords: generative intelligence, image synthesis, use cases of generative intelligence

To cite this article

Egorova A.A., Ryjov A.P. Generative intelligence systems for image synthesis, their use cases, and related issues. // Moscow University Journal. Series 15. Computational Mathematics and Cybernetics. 2024. N 1, p.47-60 https://doi.org/10.55959/MSU/0137-0782-15-2024-47-1-47-60.

This work is licensed under a Сreative Commons Atribiution - NonCommercial 4.0 International (CC BY-NC 4.0)

Egorova A.A. (Lomonosov Moscow State University (MSU))
Ryjov A.P. (Lomonosov Moscow State University (MSU))

Abstract

This paper discusses generative intelligence systems for image synthesis, provides a detailed description of one of them (DALL·E 2), and presents known examples of such systems in use. The rationale for preparing such a review is due to the current situation in the field of generative intelligence, with many inflated expectations and even fears, and a practical lack of description and analysis of their business use cases. The article will be useful to anyone who would like to understand the real possibilities and limitations of such systems.