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09.01.2023

Shelton Vision AI: Tailored machine learning solutions for the textiles industry

Over the past three years, a dedicated AI development team at BTMA member Shelton Vision has been developing tailored machine learning solutions for the textiles industry.

The aim has been to elevate the detection process and the accuracy of naming and grading subtle defects in textiles, in real time within production environments.

“Big Data ‘off-the-shelf’ systems such as those behind technolgies like facial recognition and Google Maps involve reading many thousands of single images each second and simply take too long to accumulate sufficient data for what’s required in this specific case,” says Shelton Vision CEO and Managing Director Mark Shelton. “A feature of the textile industry is that in many sectors, the product range changes several times within a year and it is not uncommon to have to inspect hundreds, if not thousands of different styles in a year based on precise settings.”

In terms of defect types, he adds, there may typically be over 100 that need to be accurately detected, classified (named) and graded in real time.

Over the past three years, a dedicated AI development team at BTMA member Shelton Vision has been developing tailored machine learning solutions for the textiles industry.

The aim has been to elevate the detection process and the accuracy of naming and grading subtle defects in textiles, in real time within production environments.

“Big Data ‘off-the-shelf’ systems such as those behind technolgies like facial recognition and Google Maps involve reading many thousands of single images each second and simply take too long to accumulate sufficient data for what’s required in this specific case,” says Shelton Vision CEO and Managing Director Mark Shelton. “A feature of the textile industry is that in many sectors, the product range changes several times within a year and it is not uncommon to have to inspect hundreds, if not thousands of different styles in a year based on precise settings.”

In terms of defect types, he adds, there may typically be over 100 that need to be accurately detected, classified (named) and graded in real time.

“Added to this is the need to ‘filter out’ the random occurrence of ‘non defects’, such as loose threads, lint and dust on the surface – the number of which can be higher than actual defects – and it is clear that a bespoke system is required.”
The development team has consequently established metadata for identifying defect properties, enabling the successful identification of faults from a much smaller number of images.

“The system employs a unique combination of machine learning for automated style training and novel algorithms for defect detection, to provide high quality images for the AI real time defect classification and grading software,” Shelton explains. “Due to the inherent variation in fabric features – raw materials, construction, texture, colour and finishes, as well as the differing product quality standards in value chains and the regional variations in what defects are called – our AI engine uses models built for each individual company or group of companies, or product value chain.”

The AI models are constructed so that the user operatives can populate them with their own data produced by the vision system or by obtaining defect images from another imaging source (eg a mobile phone camera).  

The occurrence of defects is sporadic and many defect types occur infrequently, although when they do, they can have severe consequences. These scenarios re-enforce the need for the AI engine to be quickly set up and able to operate accurately with limited data sets of typically between 30 and 50 good quality images per defect type.

A further feature is a tool enabling the user to periodically ‘clean up’ the AI data during the set up phase. This is used to resolve conflicting data and to correct mis-named images.

Generally, the highest cost component of fabric production is the raw material and in addition to finished product inspection, a cost effective use for vision systems is in process operation.

Generally, the highest cost component of fabric production is the raw material and in addition to finished product inspection, a cost effective use for vision systems is in process operation.

“There is a need for the real time detection of defects that are being created in separate processes, such as printing or coating and for real time automated systems that can accurately determine the defects and their severity and provide a reliable signal for an operative to rectify the issue, This can result in considerable savings.

Prior to Shelton introducing powerful customised machine vision and real time defect classification, the only systems available were those that required manual sifting through vast numbers of images, which included both real defects and ‘non defect’ images. The task was very often overwhelming and did not provide much benefit beyond manual fabric inspection.

More information:
Shelton Vision fabric inspection
Source:

AWOL for British Textile Machinery Association (BTMA)

SHIMA SEIKI
22.09.2022

Virtual Samples: SHIMA SEIKI and KDDI launch XR Mannequin for APEXFiz

SHIMA SEIKI announces a sales promotion package for the apparel industry together with KDDI, Linking 3D fashion design with cross-reality― realizing digital catalogs, VR showrooms and new customer experience allowing 360-degree viewing without actual samples

Leading fashion technologist SHIMA SEIKI MFG., LTD. of Wakayama, Japan together with telecommunications company KDDI Corporation of Tokyo, Japan launched "XR Mannequin for APEXFiz," a sales promotion package that links SHIMA SEIKI's APEXFiz design software for the apparel industry with KDDI's XR (cross-reality) technology.

SHIMA SEIKI announces a sales promotion package for the apparel industry together with KDDI, Linking 3D fashion design with cross-reality― realizing digital catalogs, VR showrooms and new customer experience allowing 360-degree viewing without actual samples

Leading fashion technologist SHIMA SEIKI MFG., LTD. of Wakayama, Japan together with telecommunications company KDDI Corporation of Tokyo, Japan launched "XR Mannequin for APEXFiz," a sales promotion package that links SHIMA SEIKI's APEXFiz design software for the apparel industry with KDDI's XR (cross-reality) technology.

XR Mannequin for APEXFiz will be offered to the apparel industry. Using an XR Mannequin that enables viewers to check product images from any angle in 360 degrees on various devices, XR Mannequin for APEXFiz enables digital catalogues with 3D virtual sample image data of garments designed on APEXFiz design software, 360-degree VR showrooms, as well as digitally extended stores. It also realizes virtual proposals at exhibitions, showroom-style stores with no inventory, and user-friendly purchase experience on e-commerce sites, and more. It also allows users to reduce excess stock at stores and create new sales opportunities.

Eventually, by adding movement to models wearing Virtual Samples and rendering them on a cloud server, customers will be able to view high-resolution virtual fashion shows on their smartphones and other devices.

 Until now, the apparel industry has been making actual product samples in each of the planning and design stages of production. This process not only takes an enormous amount of time and cost, but generates waste of raw materials including fabric that require disposal. At the retail stage, stores also needed to have various sizes and colors in stock to address a wide range of customer preferences, resulting in excess inventory.

With SHIMA SEIKI's APEXFiz, designs can be evaluated without making actual samples, minimizing resources spent on sample production as well as lead time, enabling environmentally-friendly manufacturing.

In May 2022, KDDI developed a high-resolution XR mannequin for apparel sales, with support from Google Cloud. It enables various devices such as store signages and smartphones to check products from any angle in 360 degrees, enabling stores to sell products without maintaining inventory.

SHIMA SEIKI and KDDI combines APEXFiz and XR Mannequin to start providing XR Mannequin for APEXFiz. This brings DX solutions to all stages in the supply chain for the apparel industry, from planning and design to sample making, production, distribution, and retail sales. SHIMA SEIKI and KDDI will continue to create services together that link each other's products, to bring about a sustainable society by reducing excess stock, and providing a customer experience that gives peace of mind when purchasing products.

Source:

SHIMA SEIKI

21.06.2021

EFI MarketDirect StoreFront for Events and Exhibitions

– A brand-new Rentals and Reservations module for EFI™ MarketDirect StoreFront web-to-print software from Electronics For Imaging, Inc. helps print businesses, marketing service providers and other organisations manage resources, assets and products in inventory and rent them out for events and exhibitions. This first-of-its-kind print eCommerce innovation gives users the ability to define an event, its dates and location, then identify which products are available for that time – providing cost by the hour, day or month – and check out, securing the resources from the print provider.

The newly available module addresses a re-emerging need for graphics and marketing support for tradeshows, conferences and other events. It also follows an accelerated schedule of enhancements to the award-winning MarketDirect StoreFront platform, including:

– A brand-new Rentals and Reservations module for EFI™ MarketDirect StoreFront web-to-print software from Electronics For Imaging, Inc. helps print businesses, marketing service providers and other organisations manage resources, assets and products in inventory and rent them out for events and exhibitions. This first-of-its-kind print eCommerce innovation gives users the ability to define an event, its dates and location, then identify which products are available for that time – providing cost by the hour, day or month – and check out, securing the resources from the print provider.

The newly available module addresses a re-emerging need for graphics and marketing support for tradeshows, conferences and other events. It also follows an accelerated schedule of enhancements to the award-winning MarketDirect StoreFront platform, including:

  • AutoEngage – an abandoned shopping cart feature that drives increased engagement and transaction completion rates;
  • MarketDirect Fulfillment, a modular and flexible inventory management and warehousing solution that helps printers quickly and easily build and manage fulfilment tasks for their clients; and
  • Google® Tag Manager and Analytics tools that make measuring web to print performance easier than ever.
Source:

EFI

Primary Vittorio Segramora of San Gerardo Hospital with a nurse wearing one of the 1,800 donated gowns (c) GB Network
Primary Vittorio Segramora of San Gerardo Hospital with a nurse wearing one of the 1,800 donated gowns
29.04.2020

Call to action of the fashion world

  • Diana, Giusy, Simona and Marina. The call to action of the fashion world was born from four women engaged in the field of sustainability. On the occasion of Fashion Revolution Week, we tell you their story and the results achieved

A task force of Italian textile companies active in our area supported the first call to action launched at the fashion world by four women who have always been involved in the field of sustainability. The appeal launched on March 19th by the green journalist Diana de Marsanich, Giusy Bettoni, founder and CEO of C.L.A.S.S.

  • Diana, Giusy, Simona and Marina. The call to action of the fashion world was born from four women engaged in the field of sustainability. On the occasion of Fashion Revolution Week, we tell you their story and the results achieved

A task force of Italian textile companies active in our area supported the first call to action launched at the fashion world by four women who have always been involved in the field of sustainability. The appeal launched on March 19th by the green journalist Diana de Marsanich, Giusy Bettoni, founder and CEO of C.L.A.S.S. (Creativity Lifestyle and Sustainable Synergy)the eco multi-platform hub specialized in integrating a new generation of eco values into fashion, products and companies, Simona Roveda, Editorial Director and Director of Institutional Communication of LifeGate and Marina Spadafora, Italian Country Coordinator of Fashion Revolution and currently collaborating with Luxury Fashion Brands to implement responsible strategies in their companies have luaunched a call-to-action project which has brought together textile companies to manufacture PPE garments for the medical staff working in San Gerardo Hospital in Monza, near Milan.

The companies that answered the call-to-action are: Filo d’Oro, Mantero, ROICA™ by Asahi Kasei, C.L.A.S.S. (Creativity Lifestyle and Sustainable Synergy) e Zerobarracento, Iluna Group, Lg Electronics, Jimmy Lion, Personal Genomics, Isamar Holyday Village, Marcolin Eyewear, Maglificio Ripa.

During the last weeks the 4 women collected about 1,800 non-drip cotton and non-woven TNT gowns for sanitary use, about 400 protective masks for multipurpose washable, bacteriostatic, breathable and water-repellent prevention, 1,000 washable cotton surgical caps, 150 complete protective googles eye masks, two microwave ovens for hospital departments to offer support to medical and healthcare personnel by helping them in the few breaks during the grueling shifts of this period, a supply of samples of cotton socks, 300 cotton masks + polyester outer layer, water-repellent and antibacterial, and free weekly stays made available to doctors, nurses, civil protection personnel and families with related children involved in the Covid-19 pandemic.

Source:

GB Network Marketing Communications Srl

 

JD.com and Google Announce Strategic Partnership
JD.com and Google Announce Strategic Partnership
18.06.2018

JD.com and Google Announce Strategic Partnership

JD.com, Inc., China’s leading technology-driven e-commerce company, and Google, announced today that Google will invest $550 million in cash in JD.com as part of a strategic partnership.

Google and JD plan to collaborate on a range of strategic initiatives, including joint development of retail solutions in a range of regions around the world, including Southeast Asia, the U.S. and Europe. By applying JD’s supply chain and logistics expertise and Google’s technology strengths, the two companies aim to explore the creation of next generation retail infrastructure solutions, with the goal of offering helpful, personalized and frictionless shopping experiences. JD also plans to make a selection of high-quality products available for sale through Google Shopping in multiple regions.

“This partnership with Google opens up a broad range of possibilities to offer a superior retail experience to consumers throughout the world,” said JD.com’s Chief Strategy Officer Jianwen Liao. “This marks an important step in the process of modernizing global retail. As we celebrate our June 18 anniversary sale, this partnership opens a new chapter in our history.”

JD.com, Inc., China’s leading technology-driven e-commerce company, and Google, announced today that Google will invest $550 million in cash in JD.com as part of a strategic partnership.

Google and JD plan to collaborate on a range of strategic initiatives, including joint development of retail solutions in a range of regions around the world, including Southeast Asia, the U.S. and Europe. By applying JD’s supply chain and logistics expertise and Google’s technology strengths, the two companies aim to explore the creation of next generation retail infrastructure solutions, with the goal of offering helpful, personalized and frictionless shopping experiences. JD also plans to make a selection of high-quality products available for sale through Google Shopping in multiple regions.

“This partnership with Google opens up a broad range of possibilities to offer a superior retail experience to consumers throughout the world,” said JD.com’s Chief Strategy Officer Jianwen Liao. “This marks an important step in the process of modernizing global retail. As we celebrate our June 18 anniversary sale, this partnership opens a new chapter in our history.”

"We are excited to partner with JD.com and explore new solutions for retail ecosystems around the world to enable helpful, personalized and frictionless shopping experiences that give consumers the power to shop wherever and however they want,” said Google Chief Business Officer Philipp Schindler.

Under the agreements, Google will receive 27,106,948 newly issued JD.com Class A ordinary shares at an issue price of $20.29 per share, equivalent to $40.58 per ADS, based on the volume-weighted average trading price over the prior 10 trading days.

More information:
JD Google strategic partnership
Source:

parrkommunikation

Students from all Europe invited to compete in the 4th European Universities & Grad. Schools Innovation Championship ©Morpheus Cup
Morpheus Cup
20.10.2017

Students from all Europe invited to compete in the 4th European Universities & Grad. Schools Innovation Championship

Paris - On April 12th 2018, top European talents from 120 campuses will compete in the fourth edition of the Morpheus Cup to showcase their skills and highlight their most innovative projects. After Luxembourg in 2017, the event will take place in 2018 at the Palais Brongniart (Stock Exchange) in Paris and will focus on burning topics such as Digital Transformation, Creativity, Deeptech, Circular Economy, Ecommerce and much more.

Since its launch in 2015, the Morpheus Cup has been placed under the high patronage of the European Commission with the support of Commissioners Marianne Thyssen and Carlos Moedas in 2017. "The championship is a great opportunity for young people to showcase their skills and to help to bridge the gap between universities, schools and the European employment market. In the Commission, we believe that the right skills not only improve young people's life chances, but also act as a driver for our future competitiveness and growth" underlines Mrs. Thyssen.

Paris - On April 12th 2018, top European talents from 120 campuses will compete in the fourth edition of the Morpheus Cup to showcase their skills and highlight their most innovative projects. After Luxembourg in 2017, the event will take place in 2018 at the Palais Brongniart (Stock Exchange) in Paris and will focus on burning topics such as Digital Transformation, Creativity, Deeptech, Circular Economy, Ecommerce and much more.

Since its launch in 2015, the Morpheus Cup has been placed under the high patronage of the European Commission with the support of Commissioners Marianne Thyssen and Carlos Moedas in 2017. "The championship is a great opportunity for young people to showcase their skills and to help to bridge the gap between universities, schools and the European employment market. In the Commission, we believe that the right skills not only improve young people's life chances, but also act as a driver for our future competitiveness and growth" underlines Mrs. Thyssen.

In the last three years, the event already attracted hundreds of campus from more than 20 countries and rewarded many of them including Warshaw School of Economics, Mannheim Business School, HEC Paris, Polytechnique Nantes, universities from Oxford, Berlin, Luxembourg, Athens, and Barcelona.

New challenges for new talents

The next edition will take the competition to another level by featuring tech, business, science, marketing, creative challenges in five different rooms, suggesting meetings with employers, innovative brands and investors through 50 stands and presenting not less than 20 categories for students to submit their projects/startups ideas (Morpheus Prize). Apart from the live experiences and challenges designed by entrepreneurs or partners of the event, almost 500 research projects and startups will be showcased to win awards, the championship and up to €50,000 worth of prizes.

Art, circular economy, human capital, smart cities, mobility, FinTech, design, industry, sport, artificial intelligence, topics, regardless of the students’ profiles and education level, invite them to be creative in many different fields.

Finalists will have to pitch in front of an international jury. Past editions welcomed jury members from Google Lunar XPrize, WarnerBros, Accenture, European Investment Fund, FC Barcelona, ESA, Canal+, Novak Djokovic Foundation etc. Daimler, Forbes, Expon Capital, Davidson, Leroy-Merlin, PwC have already joined the next edition.

Registrations are already open. First partners, jury members and employers will be unveiled before Christmas season.

The Morpheus Cup’s website unveils the main characteristics of the championship and also the past editions prize-winners.

More information:
Morpheus Cup