Enhancing Fashion Recommendations: Deep Neural Networks for Personalized Outfit Suggestions

Authors

  • Abhijitsinh Parmar  P P Savani University, Surat, Gujarat, India
  • Ayush Rajgor  P P Savani University, Surat, Gujarat, India

DOI:

https://doi.org/10.32628/IJSRST523103117

Keywords:

Artificial Intelligence, Fashion, Clothing, Neural Network

Abstract

Technology and Artificial Intelligence have a significant impact on all aspects of Fashion, from designing to production and consumption. Fashion has always been a forward-looking phenomenon, willing to adopt new technologies as they emerge. Artificial Intelligence is no exception as it moves as fast as Fashion. The AI has been used in analyzing fashion trends and consumer needs for over a decade. An AI- based stylist model is proposed based on fundamental fashion theory and the early work of AI in fashion. The implementation and performance of Neural Network used in the fashion domain are discussed in detail.

References

  1. Lee, Y. (2022). Implementation of Complex Systems in Fashion Design Creation Using Artificial Intelligence. Breaking Boundaries.
  2. Renaningtyas, L., Dwitasari, P., &Ramadhani, N. (2023). Implementing The Use of AI for Analysis and Prediction in the Fashion Industry. The Academic Research Community publication.
  3. Noor, A.A., Saeed, M.A., Ullah, T., Uddin, Z., & Ullah Khan, R.M. (2021). A review of artificial intelligence applications in apparel industry. The Journal of The Textile Institute, 113, 505 - 514.
  4. Jeon, Y., Jin, S., Shih, P.C., & Han, K. (2021). FashionQ: An AI-Driven Creativity Support Tool for Facilitating Ideation in Fashion Design. Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems
  5. Csanák, E. (2020). AI FOR FASHION. BOOK OF PROCEEDINGS 13th International Scientific –Professional SymposiumTEXTILE SCIENCE & ECONOMY.
  6. Wei, X. (2018). The application and development of artificial intelligence in smart clothing. IOP Conference Series: Materials Science and Engineering, 320.
  7. Mohammedkhan, Hezha&Balvert, Marleen &Guven, Cicek& Postma, Eric. (2021). Predicting Human Body Dimensions from Single Images: a first step in automatic malnutrition detection. 10.4108/eai.20-11-2021.2314166.
  8. Pupillo, Marianna (A.A. 2018/2019) Artificial intelligence and the fashion industry. Tesi di Laurea in Introduction to business economics, Luiss Guido Carli, relatore Francesca Masciarelli, pp. 79
  9. Liang Y, Lee SH, Workman JE. Implementation of artificial intelligence in fashion: Are consumers ready? Clothing and Textiles Research Journal. 2020 Jan;38(1):3-18.
  10. Grace Byers, ‘Artificial Intelligence is restyling the fashion industry’ (Towards Data Science,Feb 28, 2020)

International Journal of Scientific Research in Science and Technology

Downloads

Published

2023-06-30

Issue

Volume 10, Issue 3, May-June-2023

Section

Research Articles

License

Copyright (c) IJSRST

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

[1]
Abhijitsinh Parmar, Ayush Rajgor "Enhancing Fashion Recommendations: Deep Neural Networks for Personalized Outfit Suggestions" International Journal of Scientific Research in Science and Technology(IJSRST), Online ISSN : 2395-602X, Print ISSN : 2395-6011,Volume 10, Issue 3, pp.576-581, May-June-2023. Available at doi : https://doi.org/10.32628/IJSRST523103117