New study suggests AI will revolutionise fashion design (2024)

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A new study conducted by the Pusan National University, Busan, South Korea suggests human-artificial intelligence (AI) collaborative designs could revolutionise the future of fashion design and serve as an educational tool.

Laura Husband January 16, 2023

New study suggests AI will revolutionise fashion design (1)

The study titled ‘How complex systems get engaged in fashion design creation: Using artificial intelligence,’ which was published in the journal Thinking Skills and Creativity, aimed to investigate the practical applicability of AI models to implement creative fashion designs and work with human designers.

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New study suggests AI will revolutionise fashion design (4)

The research notes the use of AI in the fashion industry has grown significantly in recent years. For example, it is already being used to personalise fashion recommendations for customers, optimise supply chain management, automate processes and improve sustainability to reduce waste.

However, creative processes in fashion design continue to be human driven with little research on how to use AI for fashion design with designers themselves often not being included in the research itself.

Assistant professor and lead author of the study, Yoon Kyung Lee was keen to find out if there could be an effective collaboration between humans and AI for the purpose of creative design, and explained: “At a time when AI is so deeply ingrained into our lives, this study started instead with considering what a human can do better than AI.”

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The study started with generating new textile designs using deep convolution generative adversarial networks (DC-GANs) and cycle-GANs. The outputs from these models were then compared to similar designs produced by design students.

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The comparison revealed the designs produced by both were similar, but the biggest difference was the uniqueness and originality seen in the human designs, which came from the person’s experiences.

However, the use of AI in repetitive tasks could improve the efficiency of designers and free up their time to focus on the high-difficult creative work.

The research also suggests that AI-generated designs could be used as a learning tool for people who lack expertise in fashion but want to explore their creativity as the AI could assist them with creating their own designs.

Following the study’s findings Professor Lee is now proposing a human-AI collaborative network that integrates GANs with human creativity to produce designs.

Professor Lee has also defined and studied the various elements of a complex system that are involved in human-AI collaborated design and has established a human-AI model in which the designer collaborates with AI to create a novel design idea.

The model allows the designer to share their creative process and ideas with others, and the system can interconnect and evolve to improve its designs.

Professor Lee believes the fashion industry can leverage this to foresee changes in the fashion industry and offer recommendations and co-creation services. Setting x-objectives, variables, and limits is part of the designer’s job in the human-AI collaborative design environment so she suggests their work should go beyond the visual aspect and instead cover a variety of disciplines.

She concludes: “In the future, everybody will be able to be a creator or designer with the help of AI models. So far, only professional fashion designers have been able to design and showcase clothes. But in the future, it will be possible for anyone to design the clothes they want and showcase their creativity.”

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FAQs

New study suggests AI will revolutionise fashion design? ›

She concludes: “In the future, everybody will be able to be a creator or designer with the help of AI models. So far, only professional fashion designers have been able to design and showcase clothes. But in the future, it will be possible for anyone to design the clothes they want and showcase their creativity.”

How will AI impact fashion design? ›

AI tools introduce new possibilities for designers. By entering prompts, creatives can generate innovative ideas and unique combinations. The results can lead to fascinating aesthetics and products that become the next big thing in fashion. In addition, AI can help construct better garments and other fashion products.

What is the controversy with AI in fashion? ›

The rise of AI in fashion has prompted backlash against other brands and designers in the past. In April 2023, Levi's was widely criticized after announcing it would use AI-generated models instead of hiring real people to increase diversity in its campaigns and advertisem*nts.

What are the negatives of AI in fashion? ›

Con: The initial cost can be high. The more automated the machine, the higher the cost can be. The more bells and whistles, it can add to your out the door bottom line. In the long run, you will more than recoup the costs in reduced labor and a higher output, but for those just getting started it can feel overwhelming!

How AI will affect design? ›

In general, AI in graphic design will lead to faster workflows with fewer repetitive manual tasks. It will also mean custom designs become more accessible to more users. For designers, it means they'll have more time to focus on the creative process or work on their portfolio website.

How AI will replace designers? ›

No, AI is unlikely to replace UX designers any time soon. Human creators possess unique skill sets, such as problem-solving, critical thinking, understanding of context, empathy, and communication. Therefore, AI is seen as a valuable tool that complements designers' work rather than replaces them.

Is AI a threat to designers? ›

AI-powered design tools are not necessarily a threat to the design industry. Instead, they are complementary tools that can enhance the creative potential of designers.

Who is AI in fashion 2024? ›

The Business of Fashion and McKinsey said that in a survey they conducted, about 73% of fashion executives said they planned to prioritize generative AI in 2024. Though the potential is clear, the path forward is still being built. The opportunity and challenge of AI is in its multifaceted nature.

Why is AI needed in fashion? ›

AI can contribute to the fashion design process by providing data-driven insights, automating repetitive tasks, optimizing resource allocation, and enhancing overall efficiency and decision-making. Integrating AI into different stages of the fashion business can lead to more innovative and responsive design processes.

Which fashion brand uses AI? ›

Fashion AI In 2024: What is Trending This Year. From business operations to e-commerce and marketing, every area in a fashion business can benefit from AI. This is evidenced by popular fashion brands like Zara, H&M, Dior, Macy's, and Nike, who all use AI in their business models.

How is AI helping the fashion industry? ›

Many brands are also using AI to help the design processes, with images of clothes generated from typed prompts, visualising different materials and patterns. This allows designers to make informed decisions before physically producing clothes.

What is an example of AI in fashion? ›

Limited Memory AI: Limited memory AI systems are those that can learn from experience and use this knowledge to improve their performance in the future. Examples of limited memory AI within the fashion industry include customer service chat bots, trend forecasting and inventory management.

Can AI take over designers? ›

AI can boost efficiency for designers by taking over some of the little things like producing graphics in different languages. This work still requires the oversight of the human designer to process and deliver the work but it does free up their time to focus on creative thinking.

Is AI the end of design? ›

Certainly not! Although AI has some assistive features that would elevate design standards to the next level, it also transforms how designers perform their work. Therefore, designers should be ready to tackle these modern-day challenges to embark on a new-age innovation journey. But how can they do it?

Will AI take over design industry? ›

AI won't replace graphic designers, but it will change the game. AI automates repetitive tasks and sparks inspiration, freeing designers to focus on human-centric aspects of design. The future belongs to designers who adapt and leverage AI as a tool. Just like manufacturing, jobs will evolve, not disappear.

How will generative AI affect fashion? ›

Predicting Fashion Trends

AI's ability to analyze vast amounts of data has revolutionized trend prediction. By scouring social media, runway shows, and fashion publications, AI algorithms can identify emerging trends and consumer preferences in real-time.

How does AI predict fashion trends? ›

AI, much like its human counterparts, predicts trends by scraping social media, evaluating runway looks, analyzing search data and generating images.

How generative AI could reshape fashion? ›

Benefits for Fashion Marketplaces & Brands

With generative AI, fashion companies can wave goodbye to lengthy processes and tedious tasks, freeing up time and resources. Those resources can then be reinvested into what really matters - concepting new designs, engaging customers, and staying ahead of trends.

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