Tech
Generative AI to revolutionise fashion design: Research
Large language models (LLMs) like ChatGPT and AI image generators like DALL-E have shown promising results across industries and popularised the use of AI. In fashion, LLMs can help designers and non-experts understand past styles and predict future fashion trends. These insights can then generate prompts for AI image generators to produce real fashion collections. As such, it is increasingly important to understand how AI can be effectively integrated into fashion.
In a recent study, professor Yoon Kyung Lee and master’s student Chaehi Ryu, from the Department of Clothing and Textiles at Pusan National University, South Korea, explored how generative AI can contribute to visualising seasonal fashion trends. “To use AI effectively in fashion, we must understand the characteristics of generative AI models and make informed judgements of where they can be applied,” explained. Lee. “In this study, we studied how effective prompt engineering can be used to generate realistic fashion collection images through AI.”
A study by Pusan National University shows that generative AI, using tools like ChatGPT and DALL-E 3, can help visualise and predict fashion trends.
By analysing past data and crafting precise prompts, AI generated realistic Fall/Winter 2024 men’s fashion images.
While effective, limitations remain, highlighting the need for expert input.
Using ChatGPT-3.5 and ChatGPT-4, the researchers first analysed men’s fashion trends, based on historical data up to September 2021. From this, they used ChatGPT to predict men’s fashion trends for Fall/Winter 2024. Design elements from these predictions were classified as ‘initial codes’. In addition, design elements from Vogue’s 2024 Fall/Winter Men’s Fashion Trend data were used as ‘modified codes’, and those from literature as ‘codes from literature’. These were then regrouped into six final codes: trends, silhouette elements, materials, key items, garment details, and embellishments.
Using these codes, they created 35 prompts for DALL-E 3, each describing a unique outfit. The prompts followed a consistent template featuring a male model walking down a runway at a 2024 Fall/Winter fashion show. The template allowed customisation of event details, including aspect ratios, events, camera angles, model appearance and height, runway design, background, and audience details, and moods. Each prompt was run three times, generating a total of 105 images.
DALL-E 3 was able to perfectly implement the prompts 67.6 per cent of the time. Prompts with adjectives demonstrated a high implementation rate. Some generated images closely resembled actual 2024 Fall/Winter Men’s fashion collections. However, there were errors—most leaned toward ready-to-wear fashion, and DALL-E struggled with trend elements like gender fluidity. Trend keywords alone were insufficient to generate accurate results, indicating a need for further learning.
“Our results show that expertly worded prompts are necessary for accurate fashion design implementation of generative AI, highlighting the important role of fashion experts,” added Lee. “With further learning and improvements, generative AI models like DALL-E 3 will help fashion designers create entire fashion collections more efficiently, while supporting their creativity, and also help non-experts understand fashion trends.”
The study shows that generative AI can be a powerful tool not just for professionals but also for the general public, making it easier than ever to explore, predict, and style the upcoming season’s fashion with confidence.
Fibre2Fashion News Desk (RR)
Tech
Fellow Readers, Don’t Miss These E-Reader Sales
This is the older Kindle Scribe, but the price and features are the best you’ll get, especially when it’s on sale like this. I still reach for this model even though I have the newer third generation, and keep in mind the second generation will also get some of the newer software and experiences over time. With the sale, it’s half the price of the newer model.
If you’re already a Kindle reader and looking to upgrade, it’s likely because you want a new feature like a color screen. While the Kobo above is the better buy, if you want to stay in the Kindle ecosystem but add some color to your books, both the Colorsoft and Colorsoft Signature are on sale.
If you’re looking to spend as little as possible, the basic Kindle (11th generation) is still a great e-reader and is currently under $100. It can do almost everything the other Kindles can (except the Scribe) on a snappy black-and-white screen. It doesn’t have a warm front light either, but it’s still a great purchase for the price.
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Tech
This Speaker I Tried From Soundboks Can Handle a Real Party
In addition to the rubber balls, there’s a nice physical interface on the side for adjusting volume and pairing multiple Mix speakers together if you have multiple on hand (I was only sent the single mono speaker). Setup involves installing the Soundboks app, pairing to the speaker via Bluetooth on your phone, and picking whatever you want to play. It’s all quick and painless, especially for my first-time pairing with a Samsung Galaxy S24 Ultra.
Otherwise, it’s all very pro audio. Everything reminds me very much of the Peavey PA system I have in my music rehearsal space. The top of the speaker features a built-in carrying handle and a place for a strap (an accessory you have to buy aftermarket, or you can fasten it with any strap you have that fits through the hole). There are also top-hat mounts for the speakers to slide onto traditional PA pole stands, if you wanted to use them in that way at a party or event.
The grill is replaceable, as is the massive internal battery, which means that these things are pretty much indestructible as long as the amp and speakers themselves still work—the battery is the weak point of most portable speakers in 2026.
I bounced it around my yard, dropped it off my patio, and generally beat the crap out of it during my two-week testing period, and the thing just needed a little wipe down and a charge when it ran out of juice. The claimed 40 hours of battery at reasonable volume is accurate, but you’ll get about eight hours at max volume (which is very good for the category). If you need to bring some walk-out music to your kid’s all-day Little League tournament, this a great way to go.
Big Sound
Photograph: Parker Hall
Soundboks calls this speaker midsize, but at 21.4 pounds and the size of a medium-size cooler, I’d still call it a large speaker. That said, the size doesn’t make it any less portable than competitors from JBL and others; you still need a car or cargo ebike to take one of these with you, so what’s a couple inches here or there? The fact that this is a rectangle actually makes it easier to strap down than many others, especially with the holes for the strap and the built-in handle to tie down through.
Tech
Nokia joins Linx as technical partner for London network refresh | Computer Weekly
After a working life of nearly a quarter of a century, the London Internet Exchange (Linx) has announced the completion of a large project refreshing its 17-site secondary interconnection fabric LON2 in the UK’s capital as part of a strategic investment in the future of interconnection services in the UK.
The upgrade, for which communications tech provider Nokia has been selected as the technical partner, comes at a time where the existing technical service was reaching end of life.
Linx’s dual local area network (LAN) infrastructure design in London has been something that the provider regards as setting them apart over the years from other internet exchange points (IXPs). The company says operating a diverse and resilient service in-house for its members means not having to look elsewhere for this critical capability.
In 2018, Linx announced it was the world’s first IXP to deploy a disaggregated network using an Ethernet virtual provider network (EVPN), with hardware and software sourced from alternative suppliers.
LON2 was originally launched in 2002, following the primary LON1 LAN’s increasing popularity, and was created to ensure there was no critical single point of failure in the UK’s internet connectivity. It operates in parallel with LON1 to provide its members with enhanced network resilience, redundancy and architectural diversity.
Linx’s LON1 network moved to Nokia technology in 2021, following the demand for 400GE port access from members. LON2 has traditionally been a supplier-diverse LAN, but Linx said the decision to also move LON2 to Nokia technology followed a series of proof of concepts with a shortlist of possible suppliers.
LON2 remains fully diverse for Linx members as it uses different hardware and software to LON1.
With LON2 approaching 25 years in operation next year, and so close to that 1Tb traffic mark, Linx stressed that it remains a key point of interconnection for the UK and Europe, and a cost-effective way to access its services in London.
“The LON2 refresh is a cornerstone of our strategy to deliver resilient, scalable and cost-effective interconnection,” said Linx chief technology officer Richard Petrie. “Nokia’s platform not only meets our technical requirements, but also supports our long-term vision for a diverse and robust network ecosystem.
“When looking for a new technical partner for LON2, we had criteria we needed to meet, including being able to support all our interconnection services, support EVPN, and … scale from 10GE to 100GE, 400GE and even 800GE port options for the future. Diversity to LON1 was still a crucial element for us in the decision-making process. Many of our members take complete mirrored infrastructure and Linx services on LON1 and LON2 for resilience and redundancy, so diversity was non-negotiable.”
Paul Alexander, vice-president and country general manager for UK&I at Nokia, said: “Linx’s networks are critical to the UK’s digital infrastructure. Its continued trust in Nokia to provide high-performance, flexible and advanced connectivity across both of its UK networks demonstrates a shared commitment to resilience, innovation and long-term scale.
“As AI [artificial intelligence] becomes the dominant workload shaping modern networks, service providers and critical infrastructure operators need platforms that are ready for new traffic patterns, higher performance and greater scale. This investment helps ensure Linx’s members benefit from a future-ready foundation for the AI era, supporting growing capacity demands across 100GE, 400GE and beyond.”
Linx is also working with Nokia as a technical partner in most of its operating regions from Linx NoVA in the US, to Linx sites in Kenya and Ghana.
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