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Culture Information Technology (CIT)

A Research on Aesthetic Aspects of Checkpoint Models in [Stable Diffusion]

초록

영어

The Stable diffsuion AI tool is popular among designers because of its flexible and powerful image generation capabilities. However, due to the diversity of its AI models, it needs to spend a lot of time testing different AI models in the face of different design plans, so choosing a suitable general AI model has become a big problem at present. In this paper, by comparing the AI images generated by two different Stable diffsuion models, the advantages and disadvantages of each model are analyzed from the aspects of the matching degree of the AI image and the prompt, the color composition and light composition of the image, and the general AI model that the generated AI image has an aesthetic sense is analyzed, and the designer does not need to take cumbersome steps. A satisfactory AI image can be obtained. The results show that Playground V2.5 model can be used as a general AI model, which has both aesthetic and design sense in various style design requirements. As a result, content designers can focus more on creative content development, and expect more groundbreaking technologies to merge generative AI with content design.

목차

Abstract
1. Introduction
1.1 Research Background
1.2 Research Purpose
2. Theoretical Background
2.1 Stable Diffusion Model
3. Stable Diffsuion Model AI Image Aesthetics Comparison
3.1 Character Style Comparison
4. Conclusion
References

저자정보

  • Ke Ma Doctor's Course, Dept. of Multimedia, Graduate School of Digital Image and Contents Dongguk University, Korea
  • Jeanhun Chung Professor, Dept. of Multimedia, Graduate School of Digital Image and Contents Dongguk University, Korea

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