- 11
- Irina Yu. Mamedova
- Russian Technological University – MIREA
- Alexey S. Churin
- Russian Technological University – MIREA
- Irina A. Оranskaya
- Russian Technological University – MIREA
- ORIGINALITY OF DESIGN OBJECTS CREATED WITH THE HELP OF NEURAL NETWORKS
- Mamedova I. Yu., Churin A. S., Оranskaya I. A. Originality of design objects created with the help of neural networks. Technologies & Quality. 2023. No 2(60). P. 62–69. (In Russ.) https://doi.org/10.34216/2587-6147-2023-2-60-62-69.
- DOI:
https://doi.org/10.34216/2587-6147-2023-2-60-62-69
- УДК:
7.061
- EDN:
CPAJKR
- Publish date:
2023-05-10
- Annotation:
This article examines in detail the current issue of originality of design objects created using neur- al networks, and denotes that the degree of originality of the result depends on various factors, such as the complexity of the query, the degree of transformation of the original visual image, and the use of various non-neural network models. The article focuses on the importance of understanding artistic originality and plagiarism in design, which helps define the boundaries between unique and borrowed creativity. A careful analysis of the findings led to the conclusion that there is a significant correlation between the formulation of the query and the originality of the resulting image. Thus, in order to achieve the most unique and creative results, it is necessary to carefully approach the formulation of initial queries and the choice of neural net- work parameters.
- Keywords:
design, generative design, art, plagiarism, originality, neural networks, aesthetics, artificial intel- ligence
- Literature list:
1. Knyaginin V. N. Industrial design of the Russian Federation: the possibility of overcoming the design barrier. St. Peterburg, St. Pet. Polytech. Univ. Publ., 2012. 69 p. (In Russ.)
2. Neural network // Big Russian Encyclopedia : [in 35 t.] / chief editor Yu. S. Osipov. Moscow, Big Russian Encyclopedia Publ., 2004–2017. URL: https://old.bigenc.ru/technology_and_technique/ text/v/2256451 (Accessed 01.03.2023).
3. Resolution of the Plenum of the Supreme Court of the Russian Federation of 26.04.2007 No 14 “On the practice of consideration by courts of criminal cases on violation of copyright, related, inventive and pa- tent rights, as well as on the illegal use of a trademark”. ConsultantPlus. URL: https://www.consultant.ru (Accessed: 01.03.2023).
4. Bobkova O. V., Davydov S. A., Kovaleva I. A. Plagiarism as a civil offense. Patenty i licenzii [Patents and licenses]. 2016;7:31–37. (In Russ.)
5. Frolova N. Y., Bogdanovich A. P. The problem of plagiarism in design. Aktual'nye problemy gumanitarnogo obrazovaniya : materialy VI Mezhdunar. nauch.-prakt. konf. (Minsk, 17–18 oktyabrya 2019 goda) [Actual problems of humanitarian education : Materials of the VI International Scientific and Practical Conference, Minsk, October 17–18, 2019]. Ed. S. A. Vazhnik [et al.]. Minsk, Information and Computing Center of the Ministry Finance of the Republic of Belarus, 2019. Pp. 484–489.
6. Vincent Van Gogh. Self-portrait. 1887. Chicago: Art Institute of Chicago.
7. Ekaterina Rozhdestvenskaya. Vincent Van Gogh. Self-portrait. Photo project “Private Collection”.
8. Vincent Van Gogh. Starry night. 1889. The Museum of Modern Art, New York (The Museum of Modern Art, New York).
9. Bychkov V. V., Mankovskaya N. B. Artistry as a metaphysical basis of aesthetic experience and a crite- rion for determining the authenticity of art. Vestnik slavyanskih kul'tur [Bulletin of Slavic Cultures]. 2017;43:220–241. (In Russ.)
10. Mamedova I. Y., Drukova A. E., Milchakova N. E. The concept of usability from the position of univer- sal design. Russian Technological Journal. 2022;10(3):111–120. (In Russ.)
11. Galanin S. I., Kolupaev K. N. Titanium in jewelry and bijouterie. Tekhnologii i kachestvo [Technologies & Quality]. 2022;1(55):59–64. (In Russ.)
12. Beschastnov N. P., Rybaulina I. V., Dergilyova E. N. Texture, texture and technoornament in modern design: function and artistic meaning. Tekhnologii i kachestvo [Technologies & Quality]. 2021;1(51):40–45. (In Russ.)
- Author's info:
Irina Yu. Mamedova, Russian Technological University – MIREA, Moscow, Russia, mamedova_umu@mail.ru, https://orcid.org/0009-0006-4538-664X
- Co-author's info:
Alexey S. Churin, Russian Technological University – MIREA, Moscow, Russia, alexejtopol@gmail.com, https://orcid.org/0009-0009-4158-769X
- Co-author's info:
Irina A. Оranskaya, Russian Technological University – MIREA, Moscow, Russia, irinaorans@mail.ru, https://orcid.org/0009-0005-1186-5012
Mamedova-IYu_Churin-AS_