Quick introduction for artificial intelligence / deep learning applications in fashion, beauty and creative industries.
Alternative download link: https://dl.dropboxusercontent.com/u/6757026/slideShare/creativeAI.pdf
AI is used in many areas of the fashion industry such as e-commerce, styling, and design. Stylist websites and apps use algorithms to search databases of outfits and looks to recommend to clients based on their preferences. AI also helps designers create textiles and designs more efficiently. In e-commerce, AI helps personalize online shopping experiences by narrowing results and improving recommendations based on customer data. It can also analyze sales data to help brands predict upcoming trends.
The fashion industry is integrating AI to improve various aspects of design, manufacturing, supply chain management, and customer experience. AI is being used to help customize products to individual customer preferences and analyze trends. Brands are partnering with AI companies to better understand customer sentiment and identify popular styles/themes. Algorithms are also improving demand forecasting, inventory management, and logistics to increase efficiency. Chatbots and virtual fitting tools provide personalized recommendations to customers.
This document outlines a digital marketing strategy for Zara clothing to increase brand awareness among young adults and teenagers. The strategy focuses on social media platforms like Facebook, Twitter, Instagram and Pinterest to promote new arrivals, styles and contests. It also discusses search engine optimization, Google Adwords and analytics to drive traffic to Zara's website and mobile app. The total budget allocated for the one-year digital marketing plan is $9 million, with the largest portions going towards social media and mobile strategies.
Graphic design for marketing professionalsJason Tham
This document discusses key principles of graphic design including typography, layout using C.R.A.P. (Contrast, Repetition, Alignment, Proximity) principles and establishing visual hierarchy. It explains how typography like serif vs. sans serif fonts and layout features like leading and justification impact readability. C.R.A.P. principles are outlined for organizing content visually. The concept of visual hierarchy is introduced, noting that less is more in battling for attention and emphasizing essential information over clutter. The document concludes with a recap of the covered topics.
We’ve been drawing on Byron Sharp’s work at the Ehrenberg-Bass Institute to help explain how brands can grow to become market leaders. Let's break down the difference between differentiation and distinctiveness, and which of the two unlocks the potential for true brand innovation.
Griffin Farley helps us understand all forms of strategic planning in advertising including Brand Planning, Account Planning, Media Planning, Connections Planning, Transmedia Planning and Propagation Planning. Griffin will also cover the deliverables for each form of planning and creative examples that have leveraged the various processes.
18 Tips for Creating Beautiful InfographicsEdahn Small
The document provides 18 tips for designing effective infographics. Some key tips include dissecting favorite infographics to learn techniques, using a wireframe to organize content before designing, including a concise introduction and conclusion, using color purposefully to draw attention, sticking to 3 font styles, and knowing when to use different types of charts like bar charts, line graphs and pies/donuts. The tips are illustrated by hyperlinked examples of effective infographic design.
AI is used in many areas of the fashion industry such as e-commerce, styling, and design. Stylist websites and apps use algorithms to search databases of outfits and looks to recommend to clients based on their preferences. AI also helps designers create textiles and designs more efficiently. In e-commerce, AI helps personalize online shopping experiences by narrowing results and improving recommendations based on customer data. It can also analyze sales data to help brands predict upcoming trends.
The fashion industry is integrating AI to improve various aspects of design, manufacturing, supply chain management, and customer experience. AI is being used to help customize products to individual customer preferences and analyze trends. Brands are partnering with AI companies to better understand customer sentiment and identify popular styles/themes. Algorithms are also improving demand forecasting, inventory management, and logistics to increase efficiency. Chatbots and virtual fitting tools provide personalized recommendations to customers.
This document outlines a digital marketing strategy for Zara clothing to increase brand awareness among young adults and teenagers. The strategy focuses on social media platforms like Facebook, Twitter, Instagram and Pinterest to promote new arrivals, styles and contests. It also discusses search engine optimization, Google Adwords and analytics to drive traffic to Zara's website and mobile app. The total budget allocated for the one-year digital marketing plan is $9 million, with the largest portions going towards social media and mobile strategies.
Graphic design for marketing professionalsJason Tham
This document discusses key principles of graphic design including typography, layout using C.R.A.P. (Contrast, Repetition, Alignment, Proximity) principles and establishing visual hierarchy. It explains how typography like serif vs. sans serif fonts and layout features like leading and justification impact readability. C.R.A.P. principles are outlined for organizing content visually. The concept of visual hierarchy is introduced, noting that less is more in battling for attention and emphasizing essential information over clutter. The document concludes with a recap of the covered topics.
We’ve been drawing on Byron Sharp’s work at the Ehrenberg-Bass Institute to help explain how brands can grow to become market leaders. Let's break down the difference between differentiation and distinctiveness, and which of the two unlocks the potential for true brand innovation.
Griffin Farley helps us understand all forms of strategic planning in advertising including Brand Planning, Account Planning, Media Planning, Connections Planning, Transmedia Planning and Propagation Planning. Griffin will also cover the deliverables for each form of planning and creative examples that have leveraged the various processes.
18 Tips for Creating Beautiful InfographicsEdahn Small
The document provides 18 tips for designing effective infographics. Some key tips include dissecting favorite infographics to learn techniques, using a wireframe to organize content before designing, including a concise introduction and conclusion, using color purposefully to draw attention, sticking to 3 font styles, and knowing when to use different types of charts like bar charts, line graphs and pies/donuts. The tips are illustrated by hyperlinked examples of effective infographic design.
Graphic design is a visual problem-solving process that involves creative and strategic thinking to achieve communication goals and mediate human experiences. It encompasses various types of design including web design, user interface design, user experience design, identity design, strategy design, infographic design, typography design, art direction, wayfinding, packaging design, advertising design, and motion design. The role of graphic design has evolved beyond just visual communication and now imagines new roles for emerging technologies to envision future experiences.
This document discusses typographic fundamentals including the anatomy of type, type classification, and key terms. It explains how to measure type using points and picas and adjust letterspacing, word spacing, line spacing, kerning, tracking, and leading in Adobe Illustrator and Photoshop. Precise spacing is important for legibility, and these spacing techniques are adjusted using the character palette.
How Starbucks Became the Apple of CoffeeGraham Brown
If you owned stock in Starbucks and Apple, you'd be sitting on a 1000% return on your investment over the last 7 years.
The phenomenal rise of these two companies is the result of clear focus on their brand marketing strategy, one which required a conscious split from traditional BRANDING based advertising, to marketing fit for the 21st century: BRAND EXPERIENCE.
In this presentation, we'll look at the success story from the Starbucks side: a case study of how Starbucks became a loved brand like Apple and the 5 factors that underpin its class-leading marketing strategy.
The document discusses the history and development of artificial intelligence over the past 70 years. It outlines some of the key milestones in AI research from the early work in the 1950s to modern advances in deep learning. While progress has been significant, fully general artificial intelligence that can match or exceed human levels of intelligence remains an ongoing challenge that researchers continue working to achieve.
The document discusses typography fundamentals, including:
- The anatomy and classification of letterforms
- Factors that affect readability of text like size, line height, measure, alignment, tracking, and kerning
- Methods for creating a typographic hierarchy using scale, color, value, style, placement
- Considerations for choosing typefaces like available features, pairing typefaces, and personality conveyed
- Examples of well-designed websites that demonstrate good typography principles
- A section on implementing type on the web and the state of web typography
The document discusses the art and science of gaining insights. It outlines a 4-step process for insighting: 1) observe, 2) reframe, 3) validate, and 4) refine. The process involves looking at things from different perspectives, asking why, making new connections, and embracing creative chaos. It provides examples of insights that led to successful branding, advertising, and innovations. It emphasizes that insights are most powerful when they touch people emotionally and are simply and clearly expressed.
Graphic design involves using visual elements like images, symbols, and words to communicate ideas. It is commonly used to create things like logos, websites, product packaging, magazines, books, menus, business cards, and advertisements. The key elements of graphic design include lines, color, shape, texture, and typography. Graphic designers use both traditional tools like pens and paint on canvas as well as digital tools to arrange visual elements on a page according to principles of page layout.
This is the presentation that I gave to the Young Planners at Cannes 2014. The data herein is taken from survey distributed through @cheiluk, @yellif and @cr
The document discusses the relationship between fast fashion and anti-consumption/materialism. It explores how fast fashion brands like C&A use digital channels and influencers to market rapidly changing collections. While fast fashion satisfies consumers' desire for trendy clothes at low prices, it can also fuel overconsumption and has negative social and environmental impacts. Some consumers are choosing anti-consumption due to these macro concerns. Brands are reacting through sustainability and corporate social responsibility initiatives to appeal to these conscious consumers.
The Ultimate Guide to Typography & Logos. In which we discuss font use in identity design PLUS 30 type-related terms and concepts you really should know before designing a logo.
Almost every logo will feature a type component, generally the company name – perhaps a tagline or strapline – and this part of a logo is as important as the icon or symbol it sits under, on top or around. Selecting an appropriate typeface is every bit as critical to the success of any particular design, though this step is often viewed by designers and clients as a “throwaway” – a final step where some letters are slapped ad hoc on top of the graphic centerpiece. Trouble is, in this era of social media and adaptable logos, there will be times when it’s necessary for the logotype to stand on its own, and it behooves us to pay as much attention to the type portion.
Fashion and Innovation Keynote - MadrasIdris Mootee
1. The document discusses the history of innovation in the fashion industry from the 1920s to present day, including notable designers and their contributions.
2. It then covers current and emerging technologies that could be applied to the fashion industry, such as wearable technology, smart textiles, and how fashion and technology may converge.
3. The document concludes by discussing value drivers and challenges for the fashion and luxury goods industry today, such as a focus on portfolio management, emerging markets, and dealing with counterfeiting.
Fashion photography involves taking photographs of models wearing clothes and accessories, especially for fashion magazines. There are two main types of fashion photography: editorial photography which expresses the magazine's opinions and attitudes, and advertorial photography which promotes specific fashion products paid for by advertisers. Other types include advertising photography which advertises items to consumers, catalog photography which showcases products in catalogs, brochure photography, and point of sale photography which features products in store displays and windows. International print photography aims to promote designer labels to a global audience.
A brief primer for designers looking to improve their writing, learn about the historic intertwining of art directors and copywriters, and gain some tips on how to work collaboratively when marrying art and copy to create great work.
How Brands Grow : A summary of Byron Sharp's book on what marketers don't knowAmie Weller
Byron Sharp is a marketing professor who challenges traditional marketing theories in his book "How Brands Grow". Through rigorous scientific analysis, he developed three new marketing laws and simplified brand growth down to seven rules. The most important thing for growing a brand is availability - making the brand mentally and physically available to consumers when they are shopping. Brands should focus on developing distinctive assets that make the brand memorable, rather than differentiating themselves or focusing on loyalty programs. An "always on" marketing strategy of continuously reaching all potential customers is more effective for growth than short-term bursts of advertising or price promotions.
A do-it-yourself logo design guide for non-designers, this short presentation will help you think through the ideas behind creating a logo—and will introduce you to an online tool that practically does the work for you. Check it out.
The document discusses various typography concepts including:
1) Font style can communicate a message and evoke different moods, while selecting the wrong font can negatively impact a design.
2) Typography enhances design when combining images and letters, and can be used to create patterns as the main design feature.
3) Changing font direction, size, and style (e.g. bold, italic) improves legibility and ensures the message is communicated visually.
Typography is the art and technique of arranging type. It involves several factors including readability, legibility, measure, letter and word spacing, and color consistency. Readability refers to how easily text can be read and understood, and is influenced by layout and presentation. Legibility describes how recognizable individual characters are based on appearance. Measure refers to the length of text lines. Letter and word spacing, as well as color consistency across a block of text, also impact readability.
Didier Stricker
Mobile: +49-176-1234567
didierstricker@gmail.com
German Research Center for Artificial Intelligence (DFKI)
www.dfki.de
Thank you for your interest!
The Future Fashion programme aims to revolutionize the clothing design process through digital tools that enhance creativity for designers and open new markets. It involves projects to develop an intuitive 2D/3D virtual garment designer application, virtual fitting room apps for consumers, and an interaction console connecting designers and consumers. The tools will be tested with fashion colleges and small businesses and aim to improve design efficiency and sustainability while enhancing the consumer experience. An exploitation plan will be created to sustain the research commercially after co-funding ends.
Graphic design is a visual problem-solving process that involves creative and strategic thinking to achieve communication goals and mediate human experiences. It encompasses various types of design including web design, user interface design, user experience design, identity design, strategy design, infographic design, typography design, art direction, wayfinding, packaging design, advertising design, and motion design. The role of graphic design has evolved beyond just visual communication and now imagines new roles for emerging technologies to envision future experiences.
This document discusses typographic fundamentals including the anatomy of type, type classification, and key terms. It explains how to measure type using points and picas and adjust letterspacing, word spacing, line spacing, kerning, tracking, and leading in Adobe Illustrator and Photoshop. Precise spacing is important for legibility, and these spacing techniques are adjusted using the character palette.
How Starbucks Became the Apple of CoffeeGraham Brown
If you owned stock in Starbucks and Apple, you'd be sitting on a 1000% return on your investment over the last 7 years.
The phenomenal rise of these two companies is the result of clear focus on their brand marketing strategy, one which required a conscious split from traditional BRANDING based advertising, to marketing fit for the 21st century: BRAND EXPERIENCE.
In this presentation, we'll look at the success story from the Starbucks side: a case study of how Starbucks became a loved brand like Apple and the 5 factors that underpin its class-leading marketing strategy.
The document discusses the history and development of artificial intelligence over the past 70 years. It outlines some of the key milestones in AI research from the early work in the 1950s to modern advances in deep learning. While progress has been significant, fully general artificial intelligence that can match or exceed human levels of intelligence remains an ongoing challenge that researchers continue working to achieve.
The document discusses typography fundamentals, including:
- The anatomy and classification of letterforms
- Factors that affect readability of text like size, line height, measure, alignment, tracking, and kerning
- Methods for creating a typographic hierarchy using scale, color, value, style, placement
- Considerations for choosing typefaces like available features, pairing typefaces, and personality conveyed
- Examples of well-designed websites that demonstrate good typography principles
- A section on implementing type on the web and the state of web typography
The document discusses the art and science of gaining insights. It outlines a 4-step process for insighting: 1) observe, 2) reframe, 3) validate, and 4) refine. The process involves looking at things from different perspectives, asking why, making new connections, and embracing creative chaos. It provides examples of insights that led to successful branding, advertising, and innovations. It emphasizes that insights are most powerful when they touch people emotionally and are simply and clearly expressed.
Graphic design involves using visual elements like images, symbols, and words to communicate ideas. It is commonly used to create things like logos, websites, product packaging, magazines, books, menus, business cards, and advertisements. The key elements of graphic design include lines, color, shape, texture, and typography. Graphic designers use both traditional tools like pens and paint on canvas as well as digital tools to arrange visual elements on a page according to principles of page layout.
This is the presentation that I gave to the Young Planners at Cannes 2014. The data herein is taken from survey distributed through @cheiluk, @yellif and @cr
The document discusses the relationship between fast fashion and anti-consumption/materialism. It explores how fast fashion brands like C&A use digital channels and influencers to market rapidly changing collections. While fast fashion satisfies consumers' desire for trendy clothes at low prices, it can also fuel overconsumption and has negative social and environmental impacts. Some consumers are choosing anti-consumption due to these macro concerns. Brands are reacting through sustainability and corporate social responsibility initiatives to appeal to these conscious consumers.
The Ultimate Guide to Typography & Logos. In which we discuss font use in identity design PLUS 30 type-related terms and concepts you really should know before designing a logo.
Almost every logo will feature a type component, generally the company name – perhaps a tagline or strapline – and this part of a logo is as important as the icon or symbol it sits under, on top or around. Selecting an appropriate typeface is every bit as critical to the success of any particular design, though this step is often viewed by designers and clients as a “throwaway” – a final step where some letters are slapped ad hoc on top of the graphic centerpiece. Trouble is, in this era of social media and adaptable logos, there will be times when it’s necessary for the logotype to stand on its own, and it behooves us to pay as much attention to the type portion.
Fashion and Innovation Keynote - MadrasIdris Mootee
1. The document discusses the history of innovation in the fashion industry from the 1920s to present day, including notable designers and their contributions.
2. It then covers current and emerging technologies that could be applied to the fashion industry, such as wearable technology, smart textiles, and how fashion and technology may converge.
3. The document concludes by discussing value drivers and challenges for the fashion and luxury goods industry today, such as a focus on portfolio management, emerging markets, and dealing with counterfeiting.
Fashion photography involves taking photographs of models wearing clothes and accessories, especially for fashion magazines. There are two main types of fashion photography: editorial photography which expresses the magazine's opinions and attitudes, and advertorial photography which promotes specific fashion products paid for by advertisers. Other types include advertising photography which advertises items to consumers, catalog photography which showcases products in catalogs, brochure photography, and point of sale photography which features products in store displays and windows. International print photography aims to promote designer labels to a global audience.
A brief primer for designers looking to improve their writing, learn about the historic intertwining of art directors and copywriters, and gain some tips on how to work collaboratively when marrying art and copy to create great work.
How Brands Grow : A summary of Byron Sharp's book on what marketers don't knowAmie Weller
Byron Sharp is a marketing professor who challenges traditional marketing theories in his book "How Brands Grow". Through rigorous scientific analysis, he developed three new marketing laws and simplified brand growth down to seven rules. The most important thing for growing a brand is availability - making the brand mentally and physically available to consumers when they are shopping. Brands should focus on developing distinctive assets that make the brand memorable, rather than differentiating themselves or focusing on loyalty programs. An "always on" marketing strategy of continuously reaching all potential customers is more effective for growth than short-term bursts of advertising or price promotions.
A do-it-yourself logo design guide for non-designers, this short presentation will help you think through the ideas behind creating a logo—and will introduce you to an online tool that practically does the work for you. Check it out.
The document discusses various typography concepts including:
1) Font style can communicate a message and evoke different moods, while selecting the wrong font can negatively impact a design.
2) Typography enhances design when combining images and letters, and can be used to create patterns as the main design feature.
3) Changing font direction, size, and style (e.g. bold, italic) improves legibility and ensures the message is communicated visually.
Typography is the art and technique of arranging type. It involves several factors including readability, legibility, measure, letter and word spacing, and color consistency. Readability refers to how easily text can be read and understood, and is influenced by layout and presentation. Legibility describes how recognizable individual characters are based on appearance. Measure refers to the length of text lines. Letter and word spacing, as well as color consistency across a block of text, also impact readability.
Didier Stricker
Mobile: +49-176-1234567
didierstricker@gmail.com
German Research Center for Artificial Intelligence (DFKI)
www.dfki.de
Thank you for your interest!
The Future Fashion programme aims to revolutionize the clothing design process through digital tools that enhance creativity for designers and open new markets. It involves projects to develop an intuitive 2D/3D virtual garment designer application, virtual fitting room apps for consumers, and an interaction console connecting designers and consumers. The tools will be tested with fashion colleges and small businesses and aim to improve design efficiency and sustainability while enhancing the consumer experience. An exploitation plan will be created to sustain the research commercially after co-funding ends.
3D printing is a process where a three-dimensional object is created by laying down successive layers of material under computer control. A 3D printer works by building an object layer by layer based on a digital file. While subtractive methods were traditionally used, additive manufacturing is being used for more production applications. The first drivable 3D printed car was unveiled at a manufacturing technology show, taking 44 hours to print major components like the body and seats, though other parts like the engine were not printed. The goal was to demonstrate the viability of 3D printing in the automotive industry.
1. An overview of potential AR/VR applications in fashion
2. An overview of the eTryOn consortium project, doing R&D into 3 of these applications
3. Key technical challenges and opportunities for XR in fashion over the next few years
This document summarizes several media platforms and organizations that promote open source, DIY, and collaborative projects. It describes magazines like Make and Wired that cover these topics. It also outlines online marketplaces and platforms like Etsy, Shapeways, and Ponoko that enable users to start businesses for crafts and 3D printed goods. Additional platforms discussed include Arduino, Kickstarter, and Indiegogo for open hardware and crowdfunding projects. The document provides links to each organization for further information.
Digital Fabrication Studio 0.3 Media, Business, Platform, EconomyMassimo Menichinelli
Digital_Fabrication_Studio.01 discusses the media ecosystem, platforms, and business models for digital fabrication, open design, and DIY projects. It describes how magazines like Wired and Make promote these fields. Platforms discussed include Etsy, Ponoko, and Shapeways for selling projects, as well as GitHub for coding. Crowdfunding platforms like Kickstarter and Indiegogo are also covered. The document notes that while open source is important, projects still need market relevance. Successful businesses in this field like MakerBot and 3D Systems are highlighted. The growing market for 3D printing and how various players are positioned is summarized.
Accelerating the Packaging Design Process with Artificial IntelligenceNuxeo
New product innovations, materials, rebranding: every product change can create a need for new packaging. Technical and creative information collides with file formats whenever packaging is involved. Packaging designers are called on to localize designs for multiple markets and change specific elements creating many iterations of the same basic package design. That’s a lot of moving parts to manage and coordinate.
That is why Innovationedge Founder Cheryl Perkins, and Nuxeo’s Alan Porter will join CGT in an upcoming webinar to discuss how product asset management, combined with Artificial Intelligence (AI) and machine learning (ML) models, can accelerate ideas to market for consumer goods companies.
Attendees will learn:
- How connecting product data and visual assets can accelerate the packaging design process.
- How one consumer goods manufacturer reduced their packaging approvals process from weeks to days.
- How to manage and track multiple localized versions of a design using asset derivatives.
Help me build an international 3D printing community. Come here weekly to check out the latest trends, stats, and samples in 3D printing. Comments are welcome!
leewayhertz.com-How to build a generative AI solution From prototyping to pro...KristiLBurns
Generative AI has gained significant attention in the tech industry, with investors, policymakers, and the society at large talking about innovative AI models like ChatGPT and Stable Diffusion.Generative AI has gained significant attention in the tech industry, with investors, policymakers, and the society at large talking about innovative AI models like ChatGPT and Stable Diffusion.
This document summarizes a 3D printing workshop that covered the current state of desktop 3D fabrication and 3D printing. It discussed how 3D printing has evolved from expensive industrial tools to more affordable desktop 3D printers, enabled by projects like RepRap and companies like MakerBot. The workshop taught basics of 3D modeling for printing and discussed how people are using 3D printing for custom enclosures, extensions, branding, and problem solving. Participants learned hands-on 3D printing and were assigned a tutorial to design an object to print.
SIMULATION OF DIGITAL GARMENTS UNDER THE CONCEPT OF BIOMORPHIAM INSPIRED BY R...IRJET Journal
This document discusses simulating digital garments under the concept of biomorphism inspired by radiolarians. It aims to style and simulate a set of digital clothes using CLO 3D modeling software based on Iris Van Herpen's biomorphic designs inspired by radiolarians, which are protozoa with intricate mineral skeletons found in deep oceans. The work involves researching biomorphism and radiolarians, developing inspiration boards and mood boards, creating initial sketches, finalizing 5 styles, and simulating the 3D garments in CLO 3D software. A survey was conducted to understand preferences of the target population regarding colors, interests in learning 3D software, and knowledge of such software to inform the design process.
This document summarizes a presentation on digital technologies and the fashion industry. It defines the digital economy and discusses how it has liberated constraints of time, place, actors, and relationships. It outlines new digital clusters like 3D printing, virtual/augmented reality, and e-commerce platforms. Opportunities for fashion designers include skills development, innovation in various stages of design and production, and adopting new business models. The presentation concludes with breakout group discussions on topics like direct-to-consumer retail and navigating emerging technologies.
This document discusses the growing integration of technology and fashion. It notes that wearable technology is becoming more widespread and will soon see widespread adoption. It highlights several fashion designers and companies that are experimenting with 3D printing, LED lights, sensors, and other technologies in clothing designs. The document also discusses how large tech companies like Google and Apple are entering the fashion industry through partnerships and rumored projects involving smartwatches and wearable technology.
This comprehensive review is on the dominance of digital technology in fashion design, aesthetics, and profound jounce on the values of individuals in contemporary society. A commensurate understanding of the relationship between digital technology, aesthetics and fashion design is essential to examine the developments, transformation, and socio-cultural surprises in the years to come. Hence, the aim of this research is to bequeath insight and impart new knowledge to the literature encapsulating the following complex interplay between digital technology, fashion design and aesthetics impacting the psychological influences and emotional contagion in the society : (i) introduction of the world of wearables (WOW) that crosses boundaries between many disciplines using wearable operating system (WOS), (ii) describes the indispensable pillars of design imagination that express the product’s defining points of importance, (iii) demonstrates digital transformation is a mindset than about technology for the fashion design and development process, (iv) reveals aesthetics as 5C (comfort, communication, care, convenience, and context of usability) experience that actualize user bond and loyalty, (v) justifies fusion of digital technology, aesthetics, and fashion design that offers an array of amazing advantages that creates value for the consumer, (vi) characterizes the power of digital technology on fashion industry creating pervasive phenomenon in the contemporary society, (vii) deliberation and critical rumination on the fashion designer- a bridge between the technology and the consumer that prominence the socio-cultural changes globally, (viii) concludes “less is more” is a key guideline for smart fashion wearable (SFW) design and substantiates that designers will not succeed until it is designed from the fashion perspective – not as technology that can be worn, but as fashion design that contains technology.
1. The document discusses several manufacturing technology topics for 2014, including newshoring expanding national economies but dampening global trade, emerging economies leapfrogging centralized manufacturing through distributed digital manufacturing, and the blurring lines between hardware, software, and materials with advances in 3D printing and materials.
2. It also touches on 3D printing enabling more automated "last mile" assembly in factories, the impact of algorithmic design on product design careers, and potential early applications of quantum computing despite major challenges in developing usable quantum algorithms and hardware.
3. Specific examples and perspectives are provided for each topic from sources like CNN, Bloomberg, IT World, and Re/Code to further illustrate trends and issues in these developing areas
Help me build an international 3D printing community. Come here weekly to check out the latest trends, stats, and samples in 3D printing. Comments are welcome!
Business & marketing applications of microsoft’s kinect technology drummerKyle Drummer
Business and marketing applications of Microsoft's Kinect technology.
Trend assessment assignment for MKTG 7546 Digital Marketing course at the University of Memphis.
As 3D printers are become more affordable and versatile, they are destined to disrupt multiple industries. Here's what you need to know about this quickly accelerating technology.
The document provides an overview of the latest trends in information technology for 2020, including industrial intelligent automation, intelligent transportation systems, autonomous aviation, the internet of things, virtual reality, big data analytics, cloud computing, and 5G wireless technology. It discusses each trend in 1-3 paragraphs, covering definitions, examples, enabling technologies, and potential applications. The document is an informative guide to the major developments expected to influence information technology in 2020 and beyond.
Similar to Artificial Intelligence in Fashion, Beauty and related Creative industries (20)
From lung/heart/ambient source separation to clinical unimodal
classification
Alternative download link:
https://www.dropbox.com/scl/fi/8s7uq4h0fi8lgqbzqwg83/wearableMic_signal.pdf?rlkey=l2tqg5yffd4e0w224g3cs6pfl&dl=0
Next Gen Ophthalmic Imaging for Neurodegenerative Diseases and OculomicsPetteriTeikariPhD
Shallow literature analysis on recent trends in (multimodal) ophthalmic imaging with focus on neurodegenerative disease imaging / oculomics. Open-ended literature review on what you could be building next.
#1/2: Hardware
#2/2: Computational imaging (coming)
Alternative download link:
https://www.dropbox.com/scl/fi/ebp5xkhm3ngfu80hw0lvo/retina_imaging_2024.pdf?rlkey=eeikf3ewxdb481v06wxm34mqu&dl=0
Next Gen Computational Ophthalmic Imaging for Neurodegenerative Diseases and ...PetteriTeikariPhD
Shallow literature analysis on recent trends in computational ophthalmic imaging with focus on neurodegenerative disease imaging / oculomics.
Open-ended literature review on what you could be building next.
#1/2: Hardware
#2/2: Computational imaging
Alternative download link:
https://www.dropbox.com/scl/fi/d34pgi3xopfjbrcqj2lvi/retina_imaging_2024_computational.pdf?rlkey=xnt1dbe8rafyowocl9cbgjh3p&dl=0
This document provides an overview of design considerations for continuous physiological monitoring in chronic respiratory diseases. It discusses the need for such monitoring given the high burden of chronic respiratory diseases. It describes existing and emerging sensor technologies that could enable remote monitoring of lung sounds and other vital signs. This includes adhesive patches, smart clothing, and digital stethoscopes. The document also speculates about future technologies like acoustic metamaterials and 4D acoustic imaging of the lungs. Overall it aims to provide context for machine learning and signal processing approaches to analyzing respiratory monitoring data.
Precision Medicine for personalized treatment of asthmaPetteriTeikariPhD
Petteri Teikari provides a shallow literature analysis of asthma diagnostics and management to aid in developing digital solutions. Asthma is heterogeneous with multiple endotypes requiring personalized treatment. Over and underdiagnosis are common due to a lack of objective lung function testing to demonstrate variable airflow limitation supporting an asthma diagnosis. Effort-free lung function measures are desired. Asthma is an umbrella term for various subtypes that are managed through preventer inhalers, reliever inhalers, and action plans tailored to the individual.
This document discusses using deep learning for automated segmentation of 3D vasculature stacks from multiphoton microscopy images. It highlights relevant literature on semi-supervised U-Net architectures that can leverage both labeled and unlabeled data. The document notes the lack of robust automated tools for large datasets and recommends taking inspiration from electron microscopy segmentation. It provides an overview of a presentation on vasculature segmentation using deep learning, covering basic concepts, recent papers, and "history of ideas" in the field to provide inspiration for new projects.
Skin temperature as a proxy for core body temperature (CBT) and circadian phasePetteriTeikariPhD
Using distal temperature (wrist temperature with smartwatch / finger temperature with smart ring as Oura) to estimate core body temperature (CBT).
We can then use the wrist temperature shifts as circadian phase shift estimates in circadian phase management. For example when prescribing melatonin or/and light exposure to mitigate the effects of jet lag
Alternative download link:
https://www.dropbox.com/scl/fi/es7174291yws262rhr568/cbt_estimation.pdf?rlkey=846yeed1wrqsjgkx7kp8ccc2y&dl=0
Summary of "Precision strength training: The future of strength training with...PetteriTeikariPhD
Short visual summary of the preprint:
Petteri Teikari and Aleksandra Pietrusz (2021)
“Precision Strength Training: Data-driven Artificial
Intelligence Approach to Strength and Conditioning.”
SportRxiv. May 20. https://doi.org/10.31236/osf.io/w734a
Precision strength training: The future of strength training with data-driven...PetteriTeikariPhD
Visual presentation of the preprint:
Petteri Teikari and Aleksandra Pietrusz (2021)
“Precision Strength Training: Data-driven Artificial
Intelligence Approach to Strength and Conditioning.”
SportRxiv. May 20. https://doi.org/10.31236/osf.io/w734a
Alternative download link:
https://www.dropbox.com/scl/fi/47nqp579t1b4m1zs0irhw/precision_strength_training.pdf?rlkey=05mzzw2ep8id71mq86936hvfi&dl=0
Intracerebral Hemorrhage (ICH): Understanding the CT imaging featuresPetteriTeikariPhD
Overview of CT basics and deep learning literature mostly focused on the analysis of ICH.
Intracerebral hemorrhage (ICH), also known as cerebral bleed, is a type of intracranial bleed that occurs within the brain tissue or ventricles. Intracerebral bleeds are the second most common cause of stroke, accounting for 10% of hospital admissions for stroke.
For spontaneous ICH seen on CT scan, the death rate (mortality) is 34–50% by 30 days after the insult,and half of the deaths occur in the first 2 days. Even though the majority of deaths occurs in the first days after ICH, survivors have a long term excess mortality of 27% compared to the general population.
Deep learning and computational steps roughly can be categorized to 1) Preprocessing, 2) Image Restoration (denoising, deblurring, inpainting, reconstruction), 3) Diffeomorphic registration for spatial normalization, 4) Hand-crafted radiomics and texture analysis, 5) Hemorrhage segmentation, among other relevant head CT issues
Alternative download link: https://www.dropbox.com/s/8l2h93cl2pmle4g/CT_hemorrhage.pdf?dl=0
Clinical applications with a focus on rheumatoid arthritis (RA) management. Quick overview of hand pose tracking for managing rheumatoid arthritis.
For best clinical outcome, you might want to think how to integrate additional modalities like surface electromyography (sEMG) and hand function assessments (like hand grip strength, and finger extension strength) to the clinical prognostics model.
Alternative download link:
https://www.dropbox.com/s/rexzt3d5tsm1vgc/hand_tracking_arthritis_management.pdf?dl=0
Hardware landscape from computer vision to wearable sensors, and a light intro for UX requirements to ensure adherence and engagement.
At the intersection of new sensors, big data, deep learning, gamification, behavioral medicine and human factors.
Applications benefiting from "quantitative sensorimotor training", "precision exercise", "precision physiotherapy" or whatever you are calling this, include weight and strength training, powerlifting, bodybuilding, martial arts, yoga, dance, musical instrument training, post-surgery rehabilitation for ACL tears, etc.
Alternative download link:
https://www.dropbox.com/s/wcfrzdjkn58xjdq/physio_pipeline_hw.pdf?dl=0
Multimodal RGB-D+RF-based sensing for human movement analysisPetteriTeikariPhD
This document discusses various sensing modalities and technologies that could be used for human movement analysis, including RGB-D cameras, WiFi sensing using CSI, edge computing devices, synchronizing multiple sensors, and acoustic/ultrasound, mmWave, and WiFi sensing. RGB-D cameras like Intel RealSense and Kinect are commonly used options for depth sensing. WiFi signals have also been used to estimate person pose by detecting changes in carriers caused by the human body. Low-power edge devices discussed include Nvidia Jetson Nano and Google's Coral Edge TPU board. Synchronizing signals from multiple cameras requires a trigger signal. Acoustic/ultrasound, mmWave, and WiFi sensing have also been
Creativity as Science: What designers can learn from science and technologyPetteriTeikariPhD
What personality traits do creative people share? Is creativity skill like any other? Is creativity suppressed in our world, is creativity misunderstood by "dinosaur companies" stuck with their legacy systems? Are "creatives" actually that creative in the end? Can fashion design exist in some romantic old school silo where no tech understanding is needed?
Alternative download link:
https://www.dropbox.com/s/ghiyeo3nyrtutzt/RCA_creativity.pdf?dl=0
1) The document discusses various light delivery glasses and visors that can be used for light therapy applications such as myopia treatment, jetlag management, and seasonal affective disorder.
2) It provides examples of existing commercial products like Ayo, Lucimed Luminette, and Re-Timer glasses. It also discusses prototypes from companies like Seqinetic and Yumalite.
3) The document explores technical approaches for light delivery like MEMS mirrors, waveguides using diffractive optics, and prior art patents related to near-eye and augmented reality displays.
Deep Learning for Biomedical Unstructured Time SeriesPetteriTeikariPhD
1D Convolutional neural networks (CNNs) for time series analysis, and inspiration from beyond biomedical field. Short intro for various different steps involved in Time Series Analysis including outlier detection, imputation, denoising, segmentation, classification and forecasting.
Available also from:
https://www.dropbox.com/s/cql2jhrt5mdyxne/timeSeries_deepLearning.pdf?dl=0
Short intro for some design considerations around hyperspectral retinal imaging. Both for research-grade desktop setups built around supercontinuum laser and AOTF tunable filter, and for mobile low-cost retinal imagers.
Available also from:
https://www.dropbox.com/s/5brchl9ntqno0i9/hyperspectral_retinal_imaging.pdf?dl=0
Design to accommodate “intelligent adaptive experiments” with future-proof hardware for deep learning-enabled imaging and neuroscience.
In other words, how to design future-proof measurement systems that are both easy to setup and are scalable for more advanced measurement paradigms of the future. And how you would like to think of structuring your data acquisition to be used efficiently with deep learning in neuroscience.
Alternative download link:
https://www.dropbox.com/s/j5r8vifvh6e7bfp/animal_instrumentation.pdf?dl=0
Novel deep learning-powered diagnostics hardware for assessing retinal health.
The impact of deep learning and artificial intelligence for the design practice itself is covered better in https://algorithms.design/ and the focus of this presentation is in the visual function diagnostics.
How is the future looking for your high-street optician's (e.g. Specsavers, Boots) vision exam going beyond simple refraction correction, and how possibly in the future AR glasses could allow design of "smarter" every-day eyewear also for health monitoring.
Talk given for “Future of Eyecare: How we see and how we want to be seen” organized by Flora McLean.
Royal College of Art - London UK
Using physics-based OCT Monte Carlo simulation and wave optics models for synthesising new OCT volumes for ophthalmic deep learning.
Alternative download link:
https://www.dropbox.com/s/ax15qy47yi76eex/OCT_MonteCarlo.pdf?dl=0
From 1M to 1B Features Per Second: Scaling ShareChat's ML Feature StoreScyllaDB
ShareChat's Ivan Burmistrov walks through how they built a low latency ML Feature Store based on ScyllaDB which initially failed to meet the scalability requirements and failed on 1 million features per second load, but has been successfully scaled 1000 times to handle 1 billing features per second without scaling the underlying database.
this resume for sadika shaikh bca studentSadikaShaikh7
I am a dedicated BCA student with a strong foundation in web technologies, including PHP and MySQL. I have hands-on experience in Java and Python, and a solid understanding of data structures. My technical skills are complemented by my ability to learn quickly and adapt to new challenges in the ever-evolving field of computer science.
How to Optimize Call Monitoring: Automate QA and Elevate Customer ExperienceAggregage
The traditional method of manual call monitoring is no longer cutting it in today's fast-paced call center environment. Join this webinar where industry experts Angie Kronlage and April Wiita from Working Solutions will explore the power of automation to revolutionize outdated call review processes!
An invited talk given by Mark Billinghurst on Research Directions for Cross Reality Interfaces. This was given on July 2nd 2024 as part of the 2024 Summer School on Cross Reality in Hagenberg, Austria (July 1st - 7th)
This slide deck is a deep dive the Salesforce latest release - Summer 24, by the famous Stephen Stanley. He has examined the release notes very carefully, and summarised them for the Wellington Salesforce user group, virtual meeting June 27 2024.
Multimodal Retrieval Augmented Generation (RAG) with MilvusZilliz
We've seen an influx of powerful multimodal capabilities in many LLMs. In this talk, we'll vectorize a dataset of images and texts into the same embedding space, store them in Milvus, retrieve all relevant data using multilingual texts and/or images and input multimodal data as context into GPT-4o.
Database Management Myths for DevelopersJohn Sterrett
Myths, Mistakes, and Lessons learned about Managing SQL Server databases. We also focus on automating and validating your critical database management tasks.
Day 5 - Making your Automation Journey Continuous and Beneficial.pdfUiPathCommunity
Check out our full 'Africa Series - Automation Student Developers (EN)' page to register for the full program: https://bit.ly/Africa_Automation_Student_Developers
In our final session, we shall show you how to make your RPA journey continuous, productive, and beneficial; you will also get to know the career-scape for automation professionals. Lastly, you will learn how your college/polytechnic/university can join the UiPath Academic Alliance program.
📕 Detailed agenda:
The Future of AI-Powered Automation
Career Roles and Opportunities in automation
About UiPath Academy and Learning Resources
Introducing the UiPath Student Champions program
Introducing the UiPath Academic Alliance program
Purpose and Objectives of UiPath Academic Alliance
How the UiPath Academic Alliance benefits you and your University
💻 Extra training through UiPath Academy and relevant program resources:
Introduction to AI-powered automation
UiPath Community Student Champions program
UiPath Academic Alliance program
💥 Complete your full training via 👨🎓👩🎓 UiPath Academy - 'Automation Developer Associate Training' curriculum, and pave your way towards becoming 'UiPath Certified Professional - Automation Developer Associate':
https://academy.uipath.com/learning-plans/automation-developer-associate-training
Test Management as Chapter 5 of ISTQB Foundation. Topics covered are Test Organization, Test Planning and Estimation, Test Monitoring and Control, Test Execution Schedule, Test Strategy, Risk Management, Defect Management
Test Case Design Techniques as chapter 4 of ISTQB Foundation. Topics included are Equivalence Partition, Boundary Value Analysis, State Transition Testing, Decision Table Testing, Use Case Testing, Statement Coverage, Decision Coverage, Error Guessing, Exploratory Testing, Checklist Based Testing
CNSCon 2024 Lightning Talk: Don’t Make Me Impersonate My IdentityCynthia Thomas
Identities are a crucial part of running workloads on Kubernetes. How do you ensure Pods can securely access Cloud resources? In this lightning talk, you will learn how large Cloud providers work together to share Identity Provider responsibilities in order to federate identities in multi-cloud environments.
An Introduction to All Data Enterprise IntegrationSafe Software
Are you spending more time wrestling with your data than actually using it? You’re not alone. For many organizations, managing data from various sources can feel like an uphill battle. But what if you could turn that around and make your data work for you effortlessly? That’s where FME comes in.
We’ve designed FME to tackle these exact issues, transforming your data chaos into a streamlined, efficient process. Join us for an introduction to All Data Enterprise Integration and discover how FME can be your game-changer.
During this webinar, you’ll learn:
- Why Data Integration Matters: How FME can streamline your data process.
- The Role of Spatial Data: Why spatial data is crucial for your organization.
- Connecting & Viewing Data: See how FME connects to your data sources, with a flash demo to showcase.
- Transforming Your Data: Find out how FME can transform your data to fit your needs. We’ll bring this process to life with a demo leveraging both geometry and attribute validation.
- Automating Your Workflows: Learn how FME can save you time and money with automation.
Don’t miss this chance to learn how FME can bring your data integration strategy to life, making your workflows more efficient and saving you valuable time and resources. Join us and take the first step toward a more integrated, efficient, data-driven future!
Quality Patents: Patents That Stand the Test of TimeAurora Consulting
Is your patent a vanity piece of paper for your office wall? Or is it a reliable, defendable, assertable, property right? The difference is often quality.
Is your patent simply a transactional cost and a large pile of legal bills for your startup? Or is it a leverageable asset worthy of attracting precious investment dollars, worth its cost in multiples of valuation? The difference is often quality.
Is your patent application only good enough to get through the examination process? Or has it been crafted to stand the tests of time and varied audiences if you later need to assert that document against an infringer, find yourself litigating with it in an Article 3 Court at the hands of a judge and jury, God forbid, end up having to defend its validity at the PTAB, or even needing to use it to block pirated imports at the International Trade Commission? The difference is often quality.
Quality will be our focus for a good chunk of the remainder of this season. What goes into a quality patent, and where possible, how do you get it without breaking the bank?
** Episode Overview **
In this first episode of our quality series, Kristen Hansen and the panel discuss:
⦿ What do we mean when we say patent quality?
⦿ Why is patent quality important?
⦿ How to balance quality and budget
⦿ The importance of searching, continuations, and draftsperson domain expertise
⦿ Very practical tips, tricks, examples, and Kristen’s Musts for drafting quality applications
https://www.aurorapatents.com/patently-strategic-podcast.html
The "Zen" of Python Exemplars - OTel Community DayPaige Cruz
The Zen of Python states "There should be one-- and preferably only one --obvious way to do it." OpenTelemetry is the obvious choice for traces but bad news for Pythonistas when it comes to metrics because both Prometheus and OpenTelemetry offer compelling choices. Let's look at all of the ways you can tie metrics and traces together with exemplars whether you're working with OTel metrics, Prom metrics, Prom-turned-OTel metrics, or OTel-turned-Prom metrics!
The "Zen" of Python Exemplars - OTel Community Day
Artificial Intelligence in Fashion, Beauty and related Creative industries
3. Artificial Intelligence in Creative Industries
Artist and researcher Terence Broad is working on his master's at
Goldsmith's computing department; his dissertation involved
training neural networks to "autoencode" movies they've been fed.
boingboing.net/2016/06/02
Jürgen Schmidhuber, Point Omega,
https://youtu.be/KQ35zNlyG-o
http://dx.doi.org/10.1016/S0004-3702(98)00055-1
For an excellent review of the current state, see the
post by Kyle McDonald who is an artist working with
code: medium.com/@kcimc/a-return-to-machine-learning
Unsupervised Representation Lea
rning with Deep Convolutional G
enerative Adversarial Networks
Semantic Style Transfer and T
urning Two-Bit Doodles into F
ine Artworks
Deep Dream FBO Glitch By
KyleMcDonald , also
posted to Twitter.
London, United Kingdom, Sept 21 2016
Over the past few months, there has been increasing interest in applying the latest
developments in artificial intelligence to creative projects in art, music, film,
theatre and beyond.
techinsider.io, Magenta group
introduced at Moogfest
https://vimeo.com/169779284
4. Fashion & Artificial Intelligence
If artificial intelligence has its way, discounting could disappear, thanks to software that tells
retailers exactly what and how many products to buy, and when to put them on sale to sell them at full
price. Online shopping could become a conversation, where the shopper describes the dress of their
dreams, and, in seconds, an AI-powered search engine tracks down the closest match. Designers,
merchandisers and buyers could all work alongside AI, to predict what customers want to wear, before
they even know themselves.
For fashion, some of the biggest opportunities are in aligning supply and demand, scaling personal
customer service, and assisting designers.
By analysing large amounts of data — say, the browsing and shopping history of every single one of a
fashion brand’s online customers, as well as those of its competitors — AI can tell a retailer how to align
product drops to match demand, and even how to display products in a store to sell as many as
possible.
Machine learning can also enable brands to finely personalise their offerings to each market, or even,
each individual customer. IBM's Watson — which is working with over 500 partners in industries
including retail — has partnered with The North Face to offer “guided shopping” online. The AI asks
shoppers questions on factors such as gender, time of year and technical product details, to deliver
tailored recommendations.
"There are AI systems today that compose music, write stories, and create artwork that no one can tell is
machine-generated. So fashion design is surely not beyond AI's capabilities,” In the same way that the
work of architects like Frank Gehry and Zaha Hadid relies on computer modelling, “Fashion designers
armed with AIs will be similarly able to come up with radical new ideas: AI will amplify their
creativity rather than replace it," reasons Domingos.
“AI will absolutely challenge and replace designers,” counters Kenneth Cukier. “Let's get
real — lots of design is trial and error or boring, repetitive work. AI can help with both by making more
accurate predictions of what designs will work and taking over some of the repetitive tasks.”
Others agree that, for the moment, partnering with third party AI specialists is the way forward. “The
smartest thing a business can do, is partner with a fashion-focused tech company with AI at its core,”
says Geoff Watts of Edited. “Building AI teams from scratch, or acquiring AI start-ups and retrofitting
them to have a retail focus, requires a substantial investment of time and money.”
businessoffashion.com/articles/fashion-tech
www.technologyreview.com
Jonathan Zornow, the sole employee of a new startup called Sewbo, thinks the U.S. could
bring garment manufacturing a little closer to home by automating the feeding of fabric
into sewing machines—a step that to this day is done by hand. Zornow has created a
process by which a robotic arm guides chemically stiffened pieces of fabric through a
commercial sewing machine.
Apparel companies often move their manufacturing to countries where wages are
lower in a perpetual quest to cut costs. The Center for American Progress
found that in 2011, 15 of the top apparel exporters to the U.S. paid their Chinese
garment workers an average monthly real wage of $324.90. Bangladeshi workers
earned just $91.45. Meanwhile, U.S. sewing machine operators earn an average monthly
wage of $1,922, according to the Bureau of Labor Statistics.
Part of its selling point is that Sewbo users can design and begin mass producing a new
garment style in a day, as opposed to the months it typically takes to manufacture and
ship a new garment design. Such a feat would certainly bring new meaning to the term
“fast fashion.”
5. Fashion design Deep learning for design
Created in partnership with U.K.-based digital design studio Stinkdigital, Project Muze constitutes a
specially built engine that uses a neural network trained with the design preferences (color, texture, and
style) of more than 600 fashion “trendsetters” and features data from the Google Fashion Trend Report,
in addition to styles that have trended on Zalando itself.
http://www.stinkdigital.com/work/zalando-project-muze
venturebeat.com/2016/09/02
We started Project Creaite last winter to see the capabilities of deep learning and computer
vision algorithms in creative work such as fashion design and product design. The first version was
focused on creating product pictures for items from fashion vertical such as apparel and accessories.
We finally got some time to write about it and share what we did through a blog post here.
As we all know, Artificial Intelligence is finally here in its narrow form and ready to be helpful to
solve specific problems for which we have readily available data. At Artifacia Research we have
spent some time studying in detail about generative models. In phase one of Project Creaite, we used
an encoder-decoder scheme to get promising results and built a prototype a few months ago that can
come up with new designs for fashion products after being fed with enough number of examples.
We at Artifacia Research believe that the further development of this technology can help bring a lot
of efficiency in fashion design in particular and product design in general. We are really excited
by the possibilities of Deep Learning and AI and so we would be investing our time to take this project
to the next level very soon.
research.artifacia.com
Example results from our generative network“Using data from so many different sources in such a complex algorithm is not going to produce something exact, intricate, or least of all,
conforming to design norms. As you can see in the pictures attached below, the machine tends to spit out some seriously strange
designs, but with an element of cool and human to them because of their inspirations and origins. An option is presented to answer
more questions and further customize a given design, as well; this option matches the user up with a whole new pattern, style, or
shape, and shows how that trait would apply to the outfit on show. While some of these are downright impractical and most of them
would get you more than a few strange looks in public, the fact that a machine is capable of this sort of thing at all speaks volumes
about the hard work that many talented people have put into the field of machine learning down the years.” - androidheadlines.com
6. Fashion manufacturing Local customized high fashion?
ROBOTIC MANUFACTURING
Locally near the customer (let it be Tokyo, London or New York)
Make It luxurious and unique
No need for child labor in Asia, and only raw textiles need to be shipped
REFERENCES
Scanning instead of trying-on: Custom-made clothes with 3D Laser Scanning (LMS400 from SICK)
Explore Cornell - The 3D Body Scanner - Made-to-Measure
Movie: 3D scanning used to create unique fitted clothes - Dezeen
The DittoForm – A 3D Body Scan Dressform « bits of thread sewing studio
Volumental and Their 3D Scanning Technology is Bringing Custom Fit Shoes to the US
9. Fashion shopping Shopping Assistants #3
http://www.racked.com/2014/3/19/
https://indico.io/blog/fashion-matching-tutorial/
Deep Learning Opportunities
in Fashion Deep Learning is the
buzz word in Artificial Intelligence these
days. But what is it all about?
www.picalike.com/blog/2014/02/20
http://multithreaded.stitchfix.com/blog/2015/09/17/deep-style/
https://arxiv.org/abs/1609.07859
http://dx.doi.org/10.1007/978-3-319-10590-1_31
Cited by 40
10. Fashion stylist Augmenting the human?
… me sharing not only obvious information like my size, desired price range and
“daringness” (with “daring” defined as wearing floral shirts or shorts with blazers),
but also helping her work out my actual style preferences by telling her brands I
like and flicking through endless pictures of well-dressed men to highlight the looks I
want.
This is no AI horror story, though. My stylist Sophie Bailey-Hine is very real, and her
and her colleagues at Thread, a British startup that was founded in 2012, are
currently helping 480,000 men find a new image, dress well, or simply sort out their
clothes shopping.
“All through, my goal with this business is not really to build a niche quirky retail
thing. The majority of men want to dress decently, and don’t particularly love
shopping that much. So if you can find a way to spend way less time on it, with a
much much better result, I think it’s what the majority of men would use. And so I see
this as building a new default for how the majority of men buy clothes.”
The startup won a position in the prestigious Y Combinator accelerator in San
Francisco, a sort of three-month boot-camp for startups, which led to one of its first
paying customers being Instagram CEO Kevin Systrom. But after graduating, it
moved from San Francisco back to London, and after a stint in trendy Shoreditch is
now further east in a decidedly less cool part of Whitechapel.
From day one, the stylists were working as much to teach the algorithm how to aid them
as they were to get the best clothes to customers. …Now, the algorithm works better,
letting a stylist lay out the skeleton of an outfit while filling in the specifics and targeting
who actually receives it as part of their picks.
It also allows for the stylist’s own taste to filter through. “I’m obsessed with simple
Scandinavian clothes,” Bailey-Hine tells me, “while my fellow stylist Sam is big into street
style and Freddie is our very own suiting expert – everyone has their own thing.”
In a world where fears of robots “taking jobs” is rife, Thread offers some hope. Yes,
eight stylists are doing the jobs of hundreds or thousands in a pre-AI age; but
those eight are working with AI, not for it. And besides, Sophie says, “one of the best
things I can do as a stylist is to look at photos of a guy and within a few seconds think,
‘OK, he’d look better if he was wearing a slimmer jean, he could make that navy suit look
more interesting with a knit tie, and he’d look really good in a light Private White V.C
jacket for a sharper take on his utilitarian vibe.’https://www.thread.com/
theguardian.com/technology/2016/jul/19/
11. Makeup 3D print your pigments and makeup
Picture this: you snap a photo of
a tropical purple flower and in
less than two minutes you can
print a lipstick in that exact color.
And you’ll do it at home with
Mink, your personal 3D printer.
https://makeuphacker.myshopify.com/
forbes.com
https://www.foreo.com/institute/moda/
While waiting for Mink, women may have yet
another incredibly innovate option when it
comes to makeup, and yes it also uses
3D printing technology. Stockholm, Sweden-
based skincare company, Foreo, has just
unveiled MODA, ‘the world’s first digital
makeup artist’.
Digital makeup artistry
12. Makeup Algorithmic analysis and generation
https://arxiv.org/abs/1604.07102
Our system has two functions. I: recommend the most suitable makeup for each before-
makeup face II: transfer the foundation, eye shadow and lip gloss from the reference to
the before-makeup face. The lightness of the makeup can be tuned. Pay special attention
to eye shadow, lip gloss and foundation transfer.
Publication number: WO2015127394 A1
Publication type: Application
Application number: PCT/US2015/017155
Publication date: Aug 27, 2015
Filing date: Feb 23, 2015
Priority date: Feb 23, 2014
Inventors: Yun Fu, Shuyang Wang
Applicant: Northeastern University
Export Citation: BiBTeX, EndNote, RefMan
Patent Citations (5), Non-Patent Citations (3),
Classifications (7),Legal Events (2)
External Links: Patentscope, Espacenet
https://www.google.com/patents/WO2015127394A1?cl=en
13. Physical Product Design Parametric AI augmentation
http://www.getlittlebird.com/blog/3d_printing_plus_artificial_intelligence
Part of a 30 day series on the intersection of AI, and a wide
variety of other exponential technologies as explored by cross-
over influencers and experts.3D printing has the potential to
massively democratize access to manufacturing - but what if it went
even further than puting fabrication into the hands of all people?
Imagine 3D printing in the hands of machine intelligence. Artificial
intelligence plus 3D printing could yield some really transformative
experiences. Who’s paying the most attention to that intersection?
architectmagazine.com
Daedalus Pavilion is Ai Build's latest construction, 3D printed in 3 weeks by
industrial robots, using the latest technology in artificial intelligence, deep
learning, computer vision and robotics. Ai Build teamed up with partners
NVIDIA, Arup, KUKA Robotics and Formfutura to create Daedalus Pavilion as
part of the GPU Technology Conference in Amsterdam. pinterest.com
#next_top_architects #roboticfabrication #newbaby
#fibrousthread #arduino nexttoparchitects.orgdezeen.com/2015/08/26
Designer and researcher Neri Oxman and her
Mediated Matter group atMIT Media Lab
PARAMETRIC 'PORN'
Iris Van Herpen, Neri Oxman, Ana Rajcevic Studio
14. Jewelry Design Easy target for AI optimization
Ontic Design developed 3D-printed silver and gold bracelets that consumers
can design for themselves. You can go onto the website, choose the design
and create a piece of art that's coloured onto a glass plate sliding onto the
bracelet. It's one of the world's first print-on-demand jewellery companies
and the products are beautiful.
Artificial intelligence techniques are reviewed in intentions of developing algorithmic designs, and
assisting hard computations and parameter optimizations in designing and casting. With those
computer advanced technologies, major challenges and solutions are systematically discussed and
commented to address new developments for jewelry industry.
In general, product design process begins with identifying
customer needs, concept generation, concept selection,
evaluation, and prototyping. Several AI techniques have
been applied to assist designers in almost all stages of
product design. For instances, customer needs was
identified using the concepts of Quality Function
Deployment (QFD) and fuzzy set theory and fuzzy
inference. Product form was automatically created using
EA, fuzzy logic, hybrid of fuzzy, neural network and
genetic algorithms (GA), and hybrid of neural network and
kansei expert system. Fuzzy logic technique was also
applied to evaluate and select design concepts. Affective
user satisfaction was analyzed and modeled using a
fuzzy rule-based method.
In production, several researches had been applied AI
techniques for optimizing process parameters or predicting
some consideration properties, which can be applied the
concepts to jewelry casting such as the attempt that used
GA and ANN in porosity minimization of aluminum casting,
the application of GA in shape and process parameter
optimization, the optimization of product quality of casts
using heuristic search techniques and by using GA and
knowledge base.
https://onticdesign.com/en/about
http://dx.doi.org/10.1145/2807442.2807448
http://web2.eng.nu.ac.th/nuej/file/journal/NUEJ_Vol6_1_2011_paper06.pdf
15. Web site design And beyond Adobe Creative Suite
TheGrid.io the first artificially intelligent website-
design tool
Upload photographs that capture the mood and
feeling of your brand and The Grid matches them.
The Grid tries to understand your website design
needs through algorithms and the results are
promising. Tell it you want an eCommerce store, blog
and testimonials and a unique website is put together
with fonts and colours based on uploaded
photographs and more.
How can designers adapt?
1) Join the AI party Change your skillset and learn to code. Develop your own The Grid and become a
platform enabling consumers to design things for themselves.
2) Diversify your design skills to survive. Digital design which has strong structure-based frameworks will be
the first to succumb to AI's computer might: website design, digital publishing, app design... We're even seeing AI
being applied to TV show openings. Diversify towards work that requires human empathy – the one weakness
of computers – and creative storytelling to survive. Fashion films shine a light here.
In case these changes to design sound familiar to you, you're right, they are. Before Adobe released its creative
suite in 2003 digital artists had to programme their own effects, filters and templates. Motion graphics stem
from the demoscene of the eighties where groups of hackers would crack software then put a little graphical
intro at the beginning to show it was cracked. These graphics led to groups of mostly males – FullScream
included – competing to see who could make the best graphics using the limited computing power available;
these were called Demos.
And when Adobe started bringing out its software, oh boy, did people moan. Can you imagine it, people
complaining about the advent of Illustrator, Photoshop and After Effects? People wouldn't have to learn to
code anymore – the core skill then of digital creativity – and so bland artwork that all looks the same was
feared.
But what happened instead? A huge explosion in the quality, quantity and diversity of design. Millions more
people were given the toolset to make their ideas reality. It created a new industry and tens of thousands of
new jobs. The same will happen with the AI revolution. An industry will be created around developing AI
applications and digital designers will have to re-learn how to code. The movement will also spawn pseudo-AI
digital art with the decisions made being a combination of computer and human thoughts.
For example, a computer program could analyse the millions of photos on Instagram and understand what
trends and styles of imagery are gaining traction. It could choose colours, filters and effects that have the most
interaction within target markets. A draft picture could be created and then you, humble human designer, could
use it as a starting point for your own work.
www.digitalartsonline.co.uk
https://www.youtube.com/watch?v=OXA4-5x31V0
https://www.youtube.com/watch?v=tdWs_ZJL2c8 https://www.youtube.com/watch?v=Tda7jCwvSzg
http://prisma-ai.com/
https://www.youtube.com/watch?v=9c4z6YsBGQ0
DEMOSCENE PHOTOSHOPDEMOSCENE
AI FILTER
AI TOOL
16. Videography Generative models everywhere
Magic Pony Technology, created by graduates of
Imperial College London with expertise in statistics,
computer vision, and neuroscience, trains large
neural networks to process visual information.
technologyreview.com
techcrunch.com/2016/06/20/
Everyone can shoot video but few can record or afford a legal soundtrack. Until now. With
Jukedeck’s new artificial intelligence music composition technology, creators can get a cheap, royalty free
soundtrack custom-made for their video. Jukedeck users don’t even need musical talent. They just select the
mood, style, tempo and length, and Jukedeck returns a unique song to match their short film, YouTube
series or 6-second Vine.
http://web.mit.edu/vondrick/tinyvideo/
17. Virtual and Augmented Reality Low-hanging fruit
Although it looks like a real woman, the ultra-lifelike figure in this music video
is actually a digital model created using high-resolution 3D scans. London-
based multimedia studios Marshmallow Laser Feast and Analog teamed up to
create the video, called Memex, which is currently on show as part of the
Istanbul Design Biennial 2016.
https://www.youtube.com/watch?v=ALc4xoy3-Yk
variety.com/2016
dezeen.com/2016/10/21
dailymail.co.uk/sciencetech
Image Courtesy:- http://www.vrguru.com
thebimhub.com/2015/07/28, BIM, AEC, Autodesk
augment.com/augmented-reality-architecture
Image-guided medical procedures
spl.harvard.edufortune.com/2016/04/12
19. Photography Automatic curation
Posted on February 29, 2016 by Appu Shaji
3 Comments Tagged cuDNN, Deep Learning,
Machine Learning, photography, Theano,
Torch
EyeEm is a community and marketplace for passionate photographers. More than 15 million
photographers use EyeEm to share their photos, connect with other photographers,
improve their skills through masterclasses, get recognition through our photography missions and
exhibitions, andearn money by licensing their photos. The following video shows the impact of our
deep-learning-based automatic aesthetic curation on the EyeEm search experience—read on
to learn more about how it is done.
https://vimeo.com/154364175#at=55
At EyeEm we develop technology that helps photographers tell their stories and get
discovered. We believe there are two ingredients that contribute to the success of a
photograph: 1) the story behind the photograph, and 2) the way that story is told.
Automatic image tagging technologies from companies like EyeEm,
Google Cloud Vision, Flickr, and Clarifai are quickly approaching maturity and
helping to tell the stories behind photographs by indexing or tagging them to make
them discoverable.
Visual aesthetics addresses the way each story is told; specifically, how the visual
style and composition create an emotional connection with the viewer by using
structure and cues that draw attention toward (and away) from the constituent story
elements of the photographer’s choice.
Our objective is to compare images and learn the commonalities between well-
crafted photographs, and the differences between well-crafted and mediocre
photos. A loss function that can express this is as
an extension of the hinge loss function, Researchers have explored such loss functions
in image similarity, metric learning and face identification settings with great
success in the past (Chechik2010 , Norouzi2011, Schroff2015). In a larger context,
such energy functions fall into the class of implicit regression (LeCun06), where the
loss function penalizes the constraint that input variables must satisfy.
As a photography-first company, we validate
our assumptions with our internal curators
and reviewers, who spend the major part of
their working day curating photographs. We
track the time they spend on curation tasks
where the image list is prioritized via the
aesthetic rank vs. the default sort order.
Using deep learning, we have been able to
reduce curation time by 80%.
[Chechik 2010] G. Chechik, V. Sharma, U. Shalit, S. Bengio, Large Scale Online Learnings of Image Similarity Through
Ranking, Journal of Machine Learing Research 11, 2010
[Norouzi 2011] M. Norouzi, D. Fleet, Minimal Loss Hashing for Compact Binary Codes, International Conference in
Machine Learning (ICML), 2011.
[Schroff 2015] F. Schroff, D. Kalenichenko, J. Philbin , FaceNet: A Unified Embedding for Face Recognition and
Clustering, ArXiV : 1503.03832, 2015
[LeCun 2006] Y. LeCun, S. Chopra, R. Hadsell, M. Ranazato, F. J. Huang, A Tutorial on Energy-Based Learning,
Predicting Structured Data, 2006
20. Photography/Imaging → Generative Photorealistic CGI
https://www.youtube.com/watch?v=R1-Ef54uTeU
theverge.com/2014/8/29
http://www.cgsociety.org/index.php/cgsfeatures/cgsfeaturespecial/building_3d_with_ikea
So where are the deep learning / algorithms putting CG artists out of business?
These approaches still require manual work
https://blogs.nvidia.com/blog/2015/08/11/photorealistic/
This manuscript describes recently developed
technologies for better handling of image
information: photorealistic visualization of medical
images with Cinematic Rendering, artificial agents
for in-depth image understanding, support for
minimally invasive procedures, and patient-specific
computational models with enhanced predictive
power.
“From physical model to beautiful render”
https://arxiv.org/abs/1605.02029
21. Photography Smart imaging (of course)
AI Enabled vs Phase Detect Autofocusing by Jafaar Almusaad
http://cognitionx.com/ai-better-photography/
The Frankencamera F3, an experimental computational photography
camera platform. The camera runs Linux, and its metering, focusing,
demosaicing, denoising, white balancing, and other processing is
programmable. https://graphics.stanford.edu/projects/camera-2.0/
Non-AI based insipration in 'smart cameras'
Frankencamera F2
http://prolost.com/blog/lightl16
https://light.co/
Manuscripts are solicited to address a wide
range of topics on computer vision techniques
and applications focusing on computational
photography tasks, including but not limited to
the following:
●
Advanced image processing
●
Computational cameras
●
Computational illumination
●
Computational optics
●
High-performance imaging
●
Multiple images and camera arrays
●
Sensor and illumination hardware
●
Scientific imaging and videography
●
Organizing and exploiting photo/video
collections
●
Vision for graphics
●
Graphics for vision
wikicfp.com
www.ximea.com
Smart cameras with GPU enhancement
artefactgroup.com
22. Floral Business Disruptive business models
http://time.com/4117334/valentines-day-flower-delivery-startups/
http://fortune.com/2016/02/03/bloomthat-nationwide-delivery/
For a few years, flower delivery startups have emerged to try and grab a share of the $4 billion online flower industry.
No generative approaches to design floral bouquets or something similar imho. Only image recognition mainly for AgTech purposes.
They packed up and moved to San Francisco, and were accepted into the startup bootcamp Y Combinator's 2013 class.
They named the company they created BloomThat, and set out to create bouquets for same-day delivery that are more
lovely and seasonal than even local florists could pull off.
Along with several other startups in major metros around the country, Farmgirl Flowers is set on
reinventing the roughly $10 billion business of buying flowers. “Everyone says the flower industry
is a dying industry because flower shops don’t work with the overhead, and the flower companies
don’t offer what people want,” says Stembel, the company’s sole founder. “I just saw this and
thought this is absurd. How has nobody done anything in this industry?”