University of Fashion Blog

Posts Tagged: "AI"

ARTIFICIAL INTELLIGENCE (AI) FOR FASHION

ARTIFICIAL INTELLIGENCE (AI) FOR FASHION

What is AI exactly?  AI is the use of algorithms or computer programs to imitate human thought and action by analyzing data and learning to adapt to a variety of tasks. Artificial Intelligence, now part of everyday life, is predicted to increase in the second decade of the 21st century, especially in the design & retail environment within the fashion. Let’s explore how:

(Photo credit: Alexa Echo Dot -3rd Gen)

(Photo credit : Siri)

There are two general types of AI, ‘Strong’ and ‘Weak.’ ‘Weak’ AI is a set of programmed responses or interactions that are merely ‘human-like.’  Alexa and Siri are good examples of these.  When these devices are asked questions or asked to perform tasks, their responses are programmed, and they assess which response is appropriate from their ‘bank of responses.’  However, ‘weak’ AI does not ‘understand’ the true meaning of the commands or who should be giving the commands. So, check your device settings; all devices have Advanced Settings to address this issue. Common examples include parental controls or two-step verification (commonly called two factor authentication).

AI FASHION INDUSTRY COLLABORATIONS – MERGING FASHION & TECHNOLOGY

Fashion Institute of Technology & IBM

(Photo credit: Fashion Institute of Technology)

‘Strong’ AI is used for problem-solving processes.  It’s programmed to use a mixture of logic and trial & error to find answers or to categorize things. This type of AI works by ‘image sorting’ and can help you analyze real-time images and fashion industry trends.

For example, in 2018, the Fashion Institute of Technology (FIT), IBM and Tommy Hilfiger teamed up to evaluate 15,000 Tommy Hilfiger images and some 600,000 publicly available runway images, to understand silhouettes, colors and styles. Another tool was used to analyze nearly 100,000 patterns from various fabric websites to produce novel and unique fabric patterns. This helped eliminate “all-nighters” for design research, since more time was allocated to designing and less time for researching.

This project led to further collaboration between IBM and FIT in 2019.  FIT will use IBM AI for their Fashion Workforce of the Future in their DTechLab. They plan to partner with IBM in retail marketing & merchandising to enhance their curriculum and to perform joint research.

London College of Fashion & Microsoft

(Photo credit: London College of Fashion)

The London College of Fashion’s (LCF) Fashion Innovation Agency (FIA) is working with Microsoft to expand their offerings for advanced research in 3D effects and wearable technology. They are using AI to pinpoint consumer demand and augmented Reality (AR) to revive retail. As noted by Matthew Drinkwater, head of FIA, “We cannot ignore the way that digital has impacted everyday life and completely changed how designers, brands and retailers engage with consumers.”

AI RETAIL

Zalando Research

(Photo credit: Zalando Research)

Zalando Research (a division of Zalando), an online retailer in Europe and the UK, is another company that is developing software for designers. They are developing AI solutions for: the personalization of fit; visual searches for fashion images; determining diversity of design; recommendations for future customer purchases; pricing recommendations; generative fashion design; generative fashion image swapping using avatars, and image transfer.

The first image below left, displays how generative fashion design works. For example, you can change the color, texture and shape of the garment on the left into a very different garment, as you see in the garment examples to the right.  This can be useful in design studies. The second image displays how the same garment can be worn on different people. This could help with grading or designing for size. The third image displays different textures being modeled for the same garment style. Thus, AI can be used in the design & merchandising of fashion.

“Hello Siri or Alexa, ready to help design my new outfit?”

(Photo credit: Zalando Research)

The possibilities are endless for implementing AI in both the design and merchandising of fashion. STAY TUNED!

For more information on AI:  

Links

https://www.thestreet.com/technology/what-is-artificial-intelligence-14822076

https://www.businessinsider.com/sc/ibm-fashion-fit-design-ai-2018-2

https://newsroom.ibm.com/2019-04-23-IBM-and-FIT-Announce-Collaboration-to-Help-Build-the-Creative-Fashion-Workforce-of-the-Future

https://dtech.fitnyc.edu/webflow/index.html

https://news.microsoft.com/transform/london-college-of-fashion-designers-artificial-intelligence/

http://www.fialondon.com/

https://research.zalando.com/welcome/mission/research-projects/