Comparison of the use of AI services based on general natural language for generating images for fiction
The article describes a method of image generation with Artificial Intelligence services Dall-e, MidJourney and Stable Diffusion using text abstraction retrieved with Artificial Intelligence services ChatGPT, Claude, Copilot, PI, Gemini, that work with natural language. The implementation of the new approach gives a significant gain in image quality and consistency with analysed text. The methodology is based on using neural network API services instead of commonly used natural language algorithms to extract keywords or sentences. Proposed evaluation is applied to the generated images. An analysis of evaluation options is carried out depending on Artificial Intelligence service, based on the tested book, length of result abstract, number of errors for each type and number of times AI service can understand tested book title out of proposed abstraction.
Authors
- Volodymyr Yakymiv
- Yosyf Piskozub
Publication Details
- Journal
- Mathematical Modeling and Computing
- Published
- 2025-01-01
- DOI
- https://doi.org/10.23939/mmc2025.01.283
- Citations
- 1
- Primary Topic
- Advanced Text Analysis Techniques
- Type
- article
- Field-Weighted Citation Impact
- 2.48