This article proposes a system for automatic selection of fabric design (rapport, color combination, pattern placement) in the production of patterned textiles. The system consists of convolutional neural networks (CNN), generative adversarial networks (GAN) and multi-criteria decision-making algorithms. The model, trained on a special dataset of 42,000 images created based on the Uzbek national atlas and adras patterns, offers a design that meets the aesthetic requirements of the customer with 94.7% accuracy. In production tests, the design selection time was reduced from 45 minutes to 38 seconds, and the number of returned orders for color-pattern compatibility decreased by 82%.
| Mualliflar | Abdurasulova, Dilnoza, Zulunov, Ravshan |
|---|---|
| Jurnal | Al-Farg'oniy avlodlari |
| Nashriyot | ТАТУ Фарғона филиали |
| ISSN | 2181-4252 |
| Nashr sanasi | 2025-12-18 |
| Son | 4 |
| Betlar | 98-101 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| Indeksga qo‘shilgan | 2026-08-26 |
узорчатые текстильные изделия, автоматизированное проектирование,, глубокое обучение, GAN, национальные узоры, атлас, адрас, умный текстиль, patterned textiles, automated design, deep learning, GAN, national patterns, atlas, adras, smart textile, naqshli to‘qima, avtomatlashtirilgan dizayn, chuqur o‘quv, GAN, milliy naqshlar, atlas, adras, smart tekstil
| APA | Abdurasulova, Dilnoza, & Zulunov, Ravshan (2025). AUTOMATED SYSTEM FOR FABRIC DESIGN SELECTION IN PATTERNED WEAVING. Al-Farg'oniy avlodlari, (4), 98-101. https://al-fargoniy.uz/index.php/journal/article/view/947 |
|---|---|
| GOST (OAK) | Abdurasulova, Dilnoza, Zulunov, Ravshan AUTOMATED SYSTEM FOR FABRIC DESIGN SELECTION IN PATTERNED WEAVING // Al-Farg'oniy avlodlari. – 2025. – № 4. – P. 98-101. |
| MLA | Abdurasulova, Dilnoza, and Zulunov, Ravshan. “AUTOMATED SYSTEM FOR FABRIC DESIGN SELECTION IN PATTERNED WEAVING.” Al-Farg'oniy avlodlari, (4), 98-101, 2025. https://al-fargoniy.uz/index.php/journal/article/view/947 |
| Chicago | Abdurasulova, Dilnoza, and Zulunov, Ravshan. “AUTOMATED SYSTEM FOR FABRIC DESIGN SELECTION IN PATTERNED WEAVING.” Al-Farg'oniy avlodlari, (4), 98-101 (2025). https://al-fargoniy.uz/index.php/journal/article/view/947 |
| Harvard | Abdurasulova, Dilnoza, and Zulunov, Ravshan (2025) ‘AUTOMATED SYSTEM FOR FABRIC DESIGN SELECTION IN PATTERNED WEAVING’, Al-Farg'oniy avlodlari, (4), 98-101. https://al-fargoniy.uz/index.php/journal/article/view/947 |
| BibTeX | @article{abdurasulovadilnoza2025,
title = {AUTOMATED SYSTEM FOR FABRIC DESIGN SELECTION IN PATTERNED WEAVING},
author = {Abdurasulova, Dilnoza and Zulunov, Ravshan},
journal = {Al-Farg'oniy avlodlari},
year = {2025},
number = {4},
pages = {98-101},
url = {https://al-fargoniy.uz/index.php/journal/article/view/947}
} |
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