Study of the use of neural network in combination with graphical programs in light industry

Technology, currently at the peak of its development, provides an opportunity to increase the level of education of modern man. As a consequence, the development of new clothing models using neural networks is also becoming a more efficient way to optimize design processes. By applying neural networks, results can be achieved quickly and easily. Artificial intelligence empowers and optimizes work in the fashion industry: it recognizes clothes from photos, accesses virtual fitting sessions, and, without much effort, easily selects the perfect size. The program will automatically design the pattern and technically reproduce patterns by size, height and fullness. Artificial intelligence will require less creative work from the author, and the designers themselves will be able to spend more time on their creativity. The research paper utilizes Microsoft Bing to facilitate the creation of new designs for clothing patterns. It is an artificial intelligence that can be used to create images, solve problems and get new ideas. With the help of this program it is planned to create an experimental series of Kyrgyz national costumes, the details of which will be designed in the graphic program of Grafic 12 clothing designer.

1. Artamoshina M.N. Informacionnye tekhnologii v shvejnom proizvodstve [Information technologies in sewing production]: textbook for students of secondary vocational education / M.N. Artamoshina, - M.: Publishing Center "Academy", 2010, - 176 p. (In Russian)

2. Amirova E.K. Tekhnologiya shvejnogo proizvodstva [Technology of sewing production]. Moscow: Academy, 2004. (In Russian)

3. Amirova E.K. et al. Konstruirovanie odezhdy [Designing clothes]. - Textbook M: Masterstvo 2001. - p 495. (In Russian)

4. Bulatova E.B. Evseeva M.N. Konstruktivnoe modelirovanie odezhdy [Constructive modeling of clothes]: Textbook for students of higher educational institutions - M.: Publishing Center "Academy", 2004.-272p. (In Russian)

5. Konstruirovanie odezhdy s elementami SAPR [Clothing design with CAD elements]: Textbook for universities E.B. Koblyakova, G.S. Ivleva, V.E. Romanov et al.-4-th ed., revision. supplement; Edited by E.B. Koblyakova. Koblyakova. - Moscow: KDU, 2007.-464 p. (In Russian)

6. Ermilova V.V., Ermilova D.Yu. Modelirovanie i hudozhestvennoe oformlenie izdelij [Modeling and artistic design of products] - M.: Higher School, 2000 - 184 p. (In Russian)

7. Tukhbatulina L.M., Safina L.M., Proektirovaniya kostyuma [Designing a costume] - Rostov-on-Don: Phoenix, 2007 - 283 p. (In Russian)

8. Osnovy konstruirovaniya odezhdy [Fundamentals of clothing design]. Edited by E.B. Koblyakova. Koblyakova. - Moscow: Legprombytizdat, 1980. (In Russian)

9. Kozlova T.B. Modelirovanie i hudozhestvennoe oformlenie zhenskoj i detskoj odezhdy [Modeling and artistic design of women's and children's clothing]. - M.: Legprombytizdat, 1990. (In Russian)

10. Yanchevskaya E.A. Konstruirovanie I osobennosti izgotovleniya zhenskih plat'ev slozhnyh form [Design and peculiarities of manufacturing of women's dresses of complex shapes]. - Moscow: Legprombytizdat, 1986. (In Russian)

11. Sokulin B.S. et al. Konstruirovanie muzhskoj i zhenskoj odezhdy [Designing of men's and women's clothing]. - М.:2001. (In Russian)

12. Konstruirovanie odezhdy [Designing clothes]: Textbook/E.V.Meshkova. - 2nd ed. - M.: Onyx Publishing House, 2010. - 176 p. (In Russian)

13. Bolotova I. Retail.ru. https://www.retail.ru/photoreports/12-aktualnykh-trendov-v-sfere-mody/ (accessed 12.03.2024)

14. Reshetnikova M. The neural network draws: 7 ways to create a picture from a photo or description. https://trends.rbc.ru/ (accessed 05.03.2024)

15. Copilot. Creating images from words using AI. https://www.bing.com/create (accessed 05.03.2024)

16. Milyayev S. Intelligent fashion: how neural networks rule the fashion industry. https://inlnk.ru/84pm6K (accessed 02.03.2024)

17. Generating images using a neural network: 5 free services. Forklog. https://inlnk.ru/dnPzYQ (accessed 09.03.2024)