EXPLORING THE APPLICATION OF ARTIFICIAL INTELLIGENCE (AI) TECHNOLOGIES IN THE FASHION INDUSTRY: A CASE OF GARMENT CONSTRUCTION IN KUMASI, GHANA.
Main Article Content
This study explores the use of artificial intelligence (AI) technologies in the fashion industry, specifically focusing on garment construction in Ghana. Again, it examines how AI impacts key stages of garment production, including style development, body measurements, pattern making, lay planning, cutting, assembling, and packaging. It employed both quantitative data from surveys and qualitative insights from interviews with fashion designers, manufacturers, and industry experts. The findings indicate that AI technologies are most widely adopted in style development and pattern making, where they significantly enhance design efficiency and precision. However, adoption rates are lower in cutting, assembling, and packaging due to high initial costs and technical complexity. The study also identifies significant barriers to AI adoption, such as financial constraints, lack of technical expertise, and cultural resistance to change. The implications of these findings suggest that AI technologies have the potential to transform garment construction processes, improve efficiency, reduce waste, and increase competitiveness in the fashion industry. This study contributes to the existing literature by providing empirical data on AI adoption in the Ghanaian fashion industry, and clearly indicates the need for future study to explore regional differences, long-term impacts, and strategies to integrate AI technologies while preserving traditional craftsmanship in garment making.
Abd Jelil, R. (2018). Review of artificial intelligence applications in garment manufacturing. Artificial Intelligence for fashion industry in the big data era, 97-123.
Adekunle, A. (2024). Application of Artificial Intelligence and Digital Technologies in Fashion Design and Innovation in Nigeria. International Journal of Fashion and Design, 3(1), 37-48.
Akram, S. V., Malik, P. K., Singh, R., Gehlot, A., Juyal, A., Ghafoor, K. Z., & Shrestha, S. (2022). Implementation of digitalized technologies for fashion industry 4.0: Opportunities and challenges. Scientific Programming, 2022(1), 7523246.
An, H., & Park, M. (2023). An AI-based Clothing Design Process Applied to an Industry-university Fashion Design Class. Journal of the Korean Society of Clothing and Textiles, 47(4), 666-683.
Bertola, P., & Teunissen, J. (2018). Fashion 4.0. Innovating fashion industry through digital transformation. Research Journal of Textile and Apparel, 22(4), 352-369.
Donmezer, S., Demircioglu, P., Bogrekci, I., Bas, G., & Durakbasa, M. N. (2023). Revolutionizing the Garment Industry 5.0: Embracing Closed-Loop Design, E-Libraries, and Digital Twins. Sustainability, 15(22), 15839.
Frank, E., & Henry, E. (2024). AI-Driven Demand Forecasting for Optimized Inventory Management (No. 13214). EasyChair.
Guo, Z., Zhu, Z., Li, Y., Cao, S., Chen, H., & Wang, G. (2023). AI Assisted Fashion Design: A Review. IEEE Access.
Hoyer, W. D., Kroschke, M., Schmitt, B., Kraume, K., & Shankar, V. (2020). Transforming the customer experience through new technologies. Journal of interactive marketing, 51(1), 57-71.
Jhanji, Y. (2018). Computer-aided design—garment designing and patternmaking. In Automation in garment manufacturing (pp. 253-290). Woodhead Publishing.
Jimeno-Morenilla, A., Azariadis, P., Molina-Carmona, R., Kyratzi, S., & Moulianitis, V. (2021). Technology enablers for the implementation of Industry 4.0 to traditional manufacturing sectors: A review. Computers in Industry, 125, 103390.
Linfante, V., & Pompa, C. (2021). Space, time and catwalks: Fashion shows as a multilayered communication channel. ZoneModa Journal, 11(1), 15-42.
Mahi, R. (2024). Optimizing supply chain efficiency in the manufacturing sector through ai-powered analytics. International Journal of Management Information Systems and Data Science, 1(1), 41-50.
Minh, N. T., & Ngan, H. N. (2021, September). Digital fashion-An optimal solution for fashion industry during Covid-19 pandemic. In AIP Conference Proceedings (Vol. 2406, No. 1). AIP Publishing.
Mohiuddin Babu, M., Akter, S., Rahman, M., Billah, M. M., & Hack-Polay, D. (2022). The role of artificial intelligence in shaping the future of Agile fashion industry. Production Planning & Control, 1-15.
Nayak, R., & Padhye, R. (2018). Artificial intelligence and its application in the apparel industry. In Automation in garment manufacturing (pp. 109-138). Woodhead Publishing.
Ross, K. (2022). Artificial Intelligence in Fashion Manufacturing: From Factory Operation to Advisory Role. In Leading Edge Technologies in Fashion Innovation: Product Design and Development Process from Materials to the End Products to Consumers (pp. 95-116). Cham: Springer International Publishing.
Segbenya, M., Aframea Dankyi, L., Kwakyewaa Dankyi, J., & Owusu–Achiaw, R. (2023). Modelling university students’ preferences and interconnectedness among various careers/occupations in Ghana. Cogent Education, 10(1), 2182171.
Tahri, M. (2024). Optimization of Supply Chain Management in the Manufacturing Industry.
Tushar, I. H. (2020). Industry revolution 4.0 and digital transformation-it’s implementation, opportunity and challenges in Bangladesh textile industry.
Vannuccini, S., & Prytkova, E. (2023). Artificial Intelligence’s new clothes? A system technology perspective. Journal of Information Technology, 02683962231197824.
Yeo, S. F., Tan, C. L., Kumar, A., Tan, K. H., & Wong, J. K. (2022). Investigating the impact of AI-powered technologies on Instagrammers’ purchase decisions in digitalization era–A study of the fashion and apparel industry. Technological Forecasting and Social Change, 177, 121551.