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AI AI generated women, Pixabay
09.07.2024

How the Fashion Industry Is Using AI

Nearly every industry is poised to undergo an unprecedented transformation with the introduction of artificial intelligence (AI). AI, in simple terms, refers to technology, often in the form of computer programs, designed to replicate the human brain’s ability to perform tasks and continuously improve.

Generative AI, powered by deep learning algorithms, is making a significant impact on fashion brands. This advanced technology has the capacity to comprehend patterns within data and generate entirely new examples of text, images and even video (Bain, 2023).

Because of its ability to create new content, the fashion industry is integrating its technology into nearly all of its processes in some way, from design and product descriptions to product recommendations and 3D design (Mcdowell, 2023a).

Table 1 provides a few real-world examples of how AI is already being used in the industry.

Nearly every industry is poised to undergo an unprecedented transformation with the introduction of artificial intelligence (AI). AI, in simple terms, refers to technology, often in the form of computer programs, designed to replicate the human brain’s ability to perform tasks and continuously improve.

Generative AI, powered by deep learning algorithms, is making a significant impact on fashion brands. This advanced technology has the capacity to comprehend patterns within data and generate entirely new examples of text, images and even video (Bain, 2023).

Because of its ability to create new content, the fashion industry is integrating its technology into nearly all of its processes in some way, from design and product descriptions to product recommendations and 3D design (Mcdowell, 2023a).

Table 1 provides a few real-world examples of how AI is already being used in the industry.

Category How it works Example
Fashion Design
  • Transforms textual descriptions or uploaded images into illustrations
  • Adjusts these designs before production
  • Cala’s tool with DALL-E technology
  • Tommy Hilfiger’s AI-Assisted Design Collaboration with IBM and the Fashion Institute of Technology
  • Project Muze by Google and Zalando
Visual Content and Marketing Imagery
  • Generates advertising and marketing content using given parameters or inputs
  • Text, images and videos are common outputs
  • Stitch Fix’s AI visuals
  • Casablancas Spring/Summer 2023 campaign
  • Revolve’s AI-driven ad campaign
Copywriting
  • Generates copy based on keywords and instructions provided by the user
  • Streamlines the process of creating product descriptions, marketing emails and other written content
  • Adore Me AI optimization
  • Product descriptions for Search Engine Optimization (SEO)
Shopping Assistants
  • Utilizes natural language processing to interact with customers as chatbots
  • Offers product recommendations and provides information
  • Kering’s experimental KNXT platform
  • Luxury personal shopper powered by ChatGPT

 

AI in design
Generative AI has the power to revolutionize fashion design. Designers can harness AI image generators like DALL-E, Midjourney or Stable Diffusion to bring their creative visions to life.

Cala, a supply chain startup, was the first group to harness AI in the design creation process for fashion brands. In January 2023 it introduced a tool that allows users to describe their design ideas in text or upload images which AI will then transform into illustrations or realistic images. Users can then fine tune these designs before turning them into physical products. This tool marks a pioneering use of the DALL-E API in the fashion industry, enabling the creation of clothing, accessories, shoes and lifestyle products based on descriptions or images (OpenAI, 2022).

Apparel brands are also leveraging this technology. Tommy Hilfiger collaborated with IBM and the Fashion Institute of Technology on a project named Reimagine Retail. This initiative aimed to give retailers a competitive advantage in the speed of forecasting emerging design trends by analyzing a vast array of data from images and fabrics to colors (Saunders, 2019).

While generative AI empowers designers to explore new concepts and ideas rapidly by generating various design variations, there are limitations to the technology. Manual editing and adjustments are often necessary as AI cannot turn all concepts into finished products. Concerns regarding intellectual property may also arise as some AI-generated designs could be based on copyrighted work. Legal issues in this area are still evolving, prompting brands to involve their legal teams and establish guidelines (Bain, 2023).

AI in Copywriting: Efficiency and personalization
Generative AI tools are serving as valuable assistants to marketing teams, streamlining the writing process for product descriptions and marketing emails. Copywriters input keywords and instructions and AI generates copy that can be edited as needed, enabling brands to produce written content more efficiently.

The lingerie brand Adore Me has been using AI tools to optimize product descriptions for Search Engine Optimization (SEO) to make them more likely to appear at the top of search engine results (Mcdowell, 2023a). Adore Me and other brands using AI this way report dozens of hours in time savings.

Using AI’s potential to personalize content at a one-to-one level requires businesses to have structured first-party data and robust data privacy measures (Bain, 2023). For now, human oversight is still required, and web teams will likely need to make adjustments to established workflows in order to incorporate AI.

AI-enhanced visual content for fashion marketing
Generative AI is also being applied to create visual marketing content.
Stitch Fix uses AI to curate personalized clothing recommendations for customers and is exploring how it could use DALL-E 2 to visualize garments tailored to individual preferences for color, fabric and style (Davenport & Mittal, 2022).

French fashion house Casablanca Paris is also implementing AI. It collaborated with the British photographer and AI artist Luke Nugent for its Spring / Summer 2023 campaign. The AI-generated images blended dreamlike backdrops with cutting edge technology.

Fashion brands can benefit from reduced production times, cost savings and increased creative freedom by using AI-driven innovations to develop visual assets for marketing and ad campaigns. However, ensuring that AI-generated images accurately represent products can be tricky as the output may differ from the original product photos (Bain, 2023; Mcdowell, 2023a).

AI Chatbots: Transforming the shopping experience
Many retailers are also using generative AI as online shopping assistants, commonly known as chatbots. These chatbots use natural language processing to understand and respond to customer questions or even make personalized product recommendations (Zeng et al., 2023). For instance, within Kering’s experimental KNXT platform, a luxury personal shopper powered by ChatGPT provides tailored recommendations and insights to users based on specific contexts (Mcdowell, 2023b).

Despite these advantages, chatbot technology still has room for improvement. It may struggle to suggest the right products due to inventory constraints or provide somewhat generic styling suggestions. However these chatbots are a work in progress, and companies are confident that their AI tools’ language capabilities will continue to improve as they gather more data and user feedback.

As the fashion industry evolves, generative AI-driven chatbots have the potential to revolutionize the way customers interact with brands, offering increasingly personalized and efficient services.

A new industry standard
Businesses in the fashion, textile and apparel space can no longer be ambivalent or willfully ignorant about AI. They must do the research and reflection needed to develop a clear organizational stance on AI or risk getting left behind.

Organizational strategies for AI need to go beyond looking at the future trajectory of AI. Executives must set up clear objectives around how to integrate the technology into their workflows.

The customer base of each brand will be central to a successful AI strategy. This means understanding both their attitudes towards AI as well as their preferences and expectations.

Source:

Wilson College of Textiles, Yoo-Won Olivia Min and B. Ellie Jin

imm cologne 2018 (c) far.design; Koelnmesse
16.01.2018

IMM COLOGNE 2018: MEGATRENDS AND THE WAY WE LIVE

Megatrends are becoming increasingly visible in the way we live.
Be it globalisation, urbanisation, digitalisation, individualisation or neo-ecology: German and international manufacturers are keeping pace with the times and are offering more and more options in their range of furniture and fittings. Customer needs can no longer be deduced from socio-demographic characteristics and target groups alone - people's lifestyles are too different for that these days. The megatrends influence the directions in which the additional options develop: They drive things forward and point out new directions at the same time.

The megatrend of individualisation has intensified in the furniture sector on at least two levels: The catalogues are bursting with diverse options and the internet is the first port of call to get an idea of what's on offer. Several portals offer tailored advice or allow you to furnish your own home in a virtual reality setting.

Megatrends are becoming increasingly visible in the way we live.
Be it globalisation, urbanisation, digitalisation, individualisation or neo-ecology: German and international manufacturers are keeping pace with the times and are offering more and more options in their range of furniture and fittings. Customer needs can no longer be deduced from socio-demographic characteristics and target groups alone - people's lifestyles are too different for that these days. The megatrends influence the directions in which the additional options develop: They drive things forward and point out new directions at the same time.

The megatrend of individualisation has intensified in the furniture sector on at least two levels: The catalogues are bursting with diverse options and the internet is the first port of call to get an idea of what's on offer. Several portals offer tailored advice or allow you to furnish your own home in a virtual reality setting.

The megatrend of digitalisation has also impacted on the way we live in two very clear ways. When it comes to the products themselves, the "smart home" is becoming increasingly important. Many household appliances, doors and windows, white goods and heating control systems now come with applications that improve comfort and convenience in everyday life. The second element has far-reaching effects on our mood. The honest ones among us will admit their overexposure to various media. Within a minute of waking, most people have their smartphone in hand as they start their day. The sensory overload immediately begins, if not with a smartphone then with the television or radio triggering constant distraction and a desire for a multitude of things. We lose ourselves in the face of so many options (the weather, the stock market, breaking news, emails, recipes, music). When the back of your mind wakes up too - and with that a torrent of terms such as digital transformation, chatbots, bitcoins, blockchain, dash buttons begins to flow - you suddenly feel an urgent need to get a grip on reality. Old favourites are making a come-back. Vinyl records, classic cars and filter coffee are all enjoying a boom. In home furnishing, models from the "good old days" are hugely popular: the vintage look, retro, boho-chic, mid-century design. In our fast-paced age, it comes as no surprise that many people in the developed world have fallen in love with this style of furnishing. In the virtual world, we are looking for something real, or at least something purportedly real … and Pantone declares ultra violet the Colour of the Year 2018. It is an old acquaintance: clerical power, feminism, extravagance, drama, creativity, "the last attempt", mystical and spiritual, both future-oriented and traditional, but a counterculture most certainly. Denmark has given the world the "Hygge" phenomenon, a countervailing measure that brings cosiness back into our homes.

Two-thirds of Germans want their home to exude cosiness. Most people find that easier to achieve with an organic design language, authentic materials and warm colours than with cool, angular and minimalist furniture designs. Colourful combinations of furniture, wall colours, wallpaper, decorations and accessories are also popular because they help express the desired feeling of individuality.
 
Good lighting is becoming ever more important for the overall atmosphere in the home. LED lighting technology is now cost-effective, and can be found in the glass display case, behind the shelf or under the bed, making an important contribution to the home's cosy lighting ambience. The lighting industry's latest highlight is improved LED light batteries with long run-times. These flexible, portable and cable-free light sources are very handy for small apartments. This kind of small lamp can be used as a functional light in the kitchen, as a reading lamp at the table and as indirect illumination when chatting in the evening. In former times, candles were carried around the home, today we carry cutting-edge LED battery lamps. Talking about candles, the consumption of real candles has been growing steadily over the last five years. According to the European Candle Association (eca), each EU citizen consumed an average of 1.45 kg of candles (+6.2%) in 2016, with further growth expected. Opulent, Baroque-like candlesticks are in fashion, and help to create cosy living spaces. Candlelight is highly prized. Indeed, we could speak in terms of a digitalisation by candlelight. There is a close link between living style and the longed-for attitude to life. In times like these, it is not surprising that more and more people divide their world in two. On the one hand, they have a "private shire", as Stephan Grünewald from the Rheingold Institute calls it, in which they feel snug and safe. Then they have an external "grey country", an often frightening world of terror, globalisation, food scandals, Brexit and capricious political leaders. The private sphere is often designed as an idyllic retreat to make it easier to filter out the external world. This idyll is the counter-world to the hard and digital reality. It's all about nest-building, comfort, security and cosiness - a means of escaping the often-overwhelming anonymity of the external world.
 
Before the backdrop of globalisation, the home becomes the central location of identity. Furnishing their homes in a personal way gives people a sense of belonging. Identity is a matter of self-creation, not only in terms of the personality but also of the private environment. We form our identity on a day-to-day basis through the way we live. Many people perceive the world as an excess, and they see their own home as an identity-forming protected zone. The home is guarded, fashioned and loved. Security technology and creativity are spreading and the home is becoming the only enclave of informality. Following the maxim "The world is too much for me, I'm enough for myself", the home is a retreat, a refuge and an idyllic world.
 
In the modern age, populations tend to move from rural areas to the cities. For the first time in history, more than half the world's population now live in urban conglomerations. Major cities face two challenges that have long been identified: The constant need to find more living space, and managing the growing volume of traffic. When it comes to the way we live, the megatrend of urbanisation becomes more concrete in a number of respects. There is already a growing longing for ruralisation among city dwellers, while - paradoxically - new digital innovations are making possible new ways of working and living, far away from the smoke and smog of the city. It is already possible to work without a fixed base in a number of occupations. In future, the toilet lid in the smart home will regularly test the urine for signs of disease, taking care of prevention and making medical care plannable. Villages could experience a renaissance when drones deliver shopping, and electric driverless cars take children to school.

In the season ahead we will see the introduction of more organic forms, especially in the seating furniture sector. Organic design takes its cue from organic nature. Dynamic curves and powerful cambers come to the fore as striking characteristics. Organic design is soft and is therefore distinct from geometric and functional shapes. A wide range of natural fibres is on offer as upholstery fabrics for padded furniture, with corduroy and velvet playing a prominent role.   

The blue colour spectrum - from European blue and light blue to turquoise and petrol - remains popular. Blue represents harmony, imparts a sense of reliability, and has a pleasant calming effect. Olive green is the new trend colour, representing naturalness, spring, hope, health, youth, nature and vegetation. However, olive is not gaudy; the grey aspect in it makes it a quiet and inconspicuous choice.

Linoleum is making a come-back. The material was invented in 1860 and consists mainly of linseed oil, ground cork dust and jute fabric. It was originally intended for use as an elastic floor covering and it is still used in that way to this day. The furniture industry utilises linoleum as a tabletop surface, sideboard front and bureau inlay. It is a robust, green material that stands for healthy living.

Solid wood is about to strengthen its position further. The designs for tables, cupboards and sideboards are delicate and elegant, having moved away from the rustic look of the past. Oak remains the top seller, but walnut and cherry wood are maintaining their position. Wood combined with other natural materials such as glass and metal is also a popular choice for the visible parts of cabinets.

The visual quality of furniture in all price categories is generally improving. In future, furniture that looks cheap in whatever way will not sell well. With the smart home, the bathroom show and the lighting show - in addition to all the other furniture and fittings exhibited at imm cologne 2018 - we will experience an explosion of innovation and inspiration. By passionately opening oneself up to something, that thing is freed from the vortex of the ordinary and everyday. That is just as true for good food as it is for good furniture at imm cologne. Only those who dare to do so can discover the new.

More information:
imm cologne Megatrend
Source:

Ursula Geismann, Press Officer and Trend Analyst, German Furniture Industry Association, VDM