{"id":11998,"date":"2020-06-22T12:16:12","date_gmt":"2020-06-22T10:16:12","guid":{"rendered":"http:\/\/staging.uqido.com\/insights\/virtual-try-on-cosmetici\/"},"modified":"2020-07-01T16:04:56","modified_gmt":"2020-07-01T14:04:56","slug":"virtual-try-on-cosmetics","status":"publish","type":"insights-uqido","link":"https:\/\/staging.uqido.com\/en\/insights\/virtual-try-on-cosmetics\/","title":{"rendered":"Facial recognition technologies for the Virtual Try On of cosmetics"},"content":{"rendered":"<h3>The context and the market need<\/h3>\n<p>The recent events related to Covid-19 have forced <strong>cosmetic products stores to review their sales process, forcing them to distort the costumer experience<\/strong>. In the shop, in fact, it was customary to use samples and test products that today can be a vehicle of new Coronavirus infections, and therefore prohibited. Among the various solutions that commercial activities can put in place to deal with this phenomenon, we have explored the opportunities offered by technology.<\/p>\n<p><strong>We first conducted a user study to capture all the nuances of the buying process<\/strong>, not only the mere test of makeup but also the unconscious psychological aspects that are activated during the experience in the store. For decades the users have been used to a certain shopping experience and changing it might have dangerous repercussions for the business.<\/p>\n<p>&nbsp;<\/p>\n<h3><span style=\"font-weight: 400;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-11883 size-full\" src=\"http:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/img-try-on.png\" alt=\"iPad screen of virtual try on\" width=\"1702\" height=\"954\" srcset=\"https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/img-try-on.png 1702w, https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/img-try-on-300x168.png 300w, https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/img-try-on-1024x574.png 1024w, https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/img-try-on-768x430.png 768w, https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/img-try-on-1536x861.png 1536w\" sizes=\"(max-width: 1702px) 100vw, 1702px\" \/><\/span><\/h3>\n<h3><strong>Planning and Design Thinking<\/strong><\/h3>\n<p>To conduct this analysis, we have adopted the typical tools of Design Thinking, condensed into five days of intense work.<\/p>\n<p>It\u2019s enlightening the \u00a0<strong>definition of Design Thinking <\/strong>shared by <a href=\"https:\/\/designthinking.ideo.com\/\">IDEO<\/a>: <em>\u201cDesign thinking is a human-centred approach to innovation that draws from the designer\u2019s toolkit to integrate the needs of people, the possibilities of technology, and the requirements for business success.\u201d<\/em> <em>\u2014TIM BROWN, EXECUTIVE CHAIR OF IDEO<\/em><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-11887 size-full\" src=\"http:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/2-design-thinking.png\" alt=\"design thinking\" width=\"940\" height=\"1122\" srcset=\"https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/2-design-thinking.png 940w, https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/2-design-thinking-251x300.png 251w, https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/2-design-thinking-858x1024.png 858w, https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/2-design-thinking-768x917.png 768w\" sizes=\"(max-width: 940px) 100vw, 940px\" \/><\/p>\n<p><strong>Design Thinking<\/strong><strong> helped us to clarify and set solid principles from which to build functional solutions.<\/strong><\/p>\n<p><strong>There are 5 steps, <\/strong>which are the classical Design Thinking moments:<\/p>\n<ol>\n<li><strong>Empathise \u2013 <\/strong>the first step, the team empathise, learn and gets closer to the users<\/li>\n<li><strong>Define \u2013 <\/strong>in this step the team defines users\u2019 needs and their problems. This is a very important step as the problems need to be transformed into opportunities.<\/li>\n<li><strong>Ideate \u2013 <\/strong>starting to generate ideas and solutions challenging initial and personal assumptions<\/li>\n<li><strong>Prototype \u2013 <\/strong>the best idea responding to the problem is being identified and we can start developing a prototype to build solutions<\/li>\n<li><strong>Test \u2013<\/strong> the last step where we challenge different solutions testing them with the final users<\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-11889 size-full\" src=\"http:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/4I3B1488-scaled.jpg\" alt=\"post-it attached to whiteboard\" width=\"2560\" height=\"1707\" srcset=\"https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/4I3B1488-scaled.jpg 2560w, https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/4I3B1488-300x200.jpg 300w, https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/4I3B1488-1024x683.jpg 1024w, https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/4I3B1488-768x512.jpg 768w, https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/4I3B1488-1536x1024.jpg 1536w, https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/4I3B1488-2048x1365.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<p>Translating this flow of activities, here the tasks that the design team has worked on:<\/p>\n<ol>\n<li>User Research<\/li>\n<li>User flow<\/li>\n<li>Moodboard (visual research)<\/li>\n<li>Mock-up + Prototype<\/li>\n<li>User Testing<\/li>\n<\/ol>\n<p><strong>\u00a0<\/strong><\/p>\n<h4>User Research<\/h4>\n<p>In the first step, we have started with the users\u2019 research, doing some phone interview on a sample of 15 people of different ages. The goal was to collect information on their approach to buying make-up and their experience and open mind approach towards a Virtual Try-On app.<\/p>\n<p>Then the results have been organised in specific files summing up each person, useful to define the users\u2019 flow based on their real needs.<\/p>\n<p>Specifically, it\u2019s interesting understanding that from the user research we can group the interviewers in two types of users:<\/p>\n<ul>\n<li>People really expert and informed, ready to make a decision to buy a specific make-up even if they can\u2019t try it on the skin<\/li>\n<li>People less interested, who wouldn\u2019t be able to make a decision without trying the make-up on the skin several times<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><span style=\"font-weight: 400;\">User flow\u00a0<\/span><\/h4>\n<p>In this step is important <strong>defining the users\u2019 flow<\/strong> in order to provide a flawless and effective experience for the Minimum viable product.<\/p>\n<p>In particular, we have used <a href=\"https:\/\/flowmapp.com\/\">flowmapp<\/a> to create and define the user flow. From the research phase and from the tech team we agreed to use a lipstick from a specific beauty brand.<\/p>\n<h4><span style=\"font-weight: 400;\">Moodboard\u00a0<\/span><\/h4>\n<p>There already are some Virtual Try-On apps in the market, with their weaknesses and strengths. The world of make-up is full of colours and light effects, so <strong>our colour palette had to use light and neutral ones<\/strong> to not get in contrast with the lipstick colours. We have then chosen a Font (TT Norms) with a feeling simple and geometric, giving good readability. In this way, we have been able to conduct a \u201cvisual brainstorming\u201d which has helped us to explore all the possible options and ideas.<\/p>\n<h4>Mock-up and prototype<\/h4>\n<p>With all those elements we\u2019ve passed to the prototype. <strong>Using Sketch and InVision we have developed the mock-ups, <\/strong>the graphic representation of our user interface, focusing on the lips. For every corner of the face, we have designed some icons which they initially serve to recognise the face and they will help the user for the rest of the experience, allowing the choice of the different type of lipsticks, colours, mate trying out.<\/p>\n<h4><span style=\"font-weight: 400;\">User Testing<\/span><\/h4>\n<p>The final step has been to validate the design with a selected amount of people. <strong>The goal of the User Testing is to define the details and understand if there\u2019s something not very clear from a user perspective to iterate the design and fix the problem before the final development of the app.<\/strong><\/p>\n<h3><span style=\"font-weight: 400;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-11891 size-full\" src=\"http:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/8-mockup-scaled.png\" alt=\"mockup app virtual try on\" width=\"2560\" height=\"859\" srcset=\"https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/8-mockup-scaled.png 2560w, https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/8-mockup-300x101.png 300w, https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/8-mockup-1024x344.png 1024w, https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/8-mockup-768x258.png 768w, https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/8-mockup-1536x515.png 1536w, https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/8-mockup-2048x687.png 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/span><\/h3>\n<h3><strong>Augmented Reality, Virtual Try On, Face Recognition: how much technology!<\/strong><\/h3>\n<p>Right from the start of the sprint, the main goal was clear to everyone: <strong>to create realistic graphics in a virtual makeup app.<\/strong><\/p>\n<p>In augmented reality applications, <strong>realism is fundamental<\/strong>, especially if the user has to interact with elements of AR. In addition to realism, we decided to focus on a secondary objective: <strong>looking for alternatives to using ARKit<\/strong> (SDK to develop Apple&#8217;s AR).<\/p>\n<p>It is therefore important to study the current market and analyze different solutions to develop virtual makeup.<\/p>\n<p>For this project, the development team split up into two teams: one part working with Unity and <strong>ARKit,<\/strong> developing an application for iPad Pro that provides, in addition to good tracking and graphical realism, also high quality UX and UI. The second part of the team was in charge of studying alternative solutions, in this case it was decided they would develop the virtual makeup with Facebook&#8217;s <strong>SparkAR<\/strong>.<\/p>\n<p>&nbsp;<\/p>\n<h4><span style=\"font-weight: 400;\">ARKit<\/span><\/h4>\n<p>ARKit allows us to trace the face of a user and recreate a 3D model of the face in real-time, so we isolate the area of the lips. Using Unity you can apply a 3D model to a texture with transparency, which makes the model &#8220;invisible&#8221; where we want it to be. This is the result:<\/p>\n<p>We made the face invisible, showing only the user&#8217;s lips. The next step was to graphically simulate the lipstick, to do so we used PBR (Physically Based Rendering) materials. These materials allow us to make a surface more or less shiny and reflective and allows us to simulate wrinkles and irregularities. This last point is very important to simulate the movement of the lips. Starting from the previous image, we were able to generate a very good Normal Map.<\/p>\n<p>Thanks to <strong>Light Estimation, we recreated a realistic illumination<\/strong> on the virtual surfaces based on the real light perceived by the camera of the device.<\/p>\n<p>The post-processing continued with targeted interventions:<\/p>\n<ul>\n<li><strong>Grain<\/strong>: the grain allows us to add &#8220;noise&#8221; on the screen, this is very useful to homogenize virtual and real elements because often the camera device shows &#8220;noisy&#8221; real elements and &#8220;perfect&#8221; virtual elements.<\/li>\n<li><strong>Bloom<\/strong>: the bloom allows us to increase the intensity of the reflection. This helps us a lot, since we want to show the reflections of glossy lipsticks very well.<\/li>\n<li><strong>Vignettes<\/strong>: This effect creates a shading effect at the edges of the screen, allowing us to keep our concentration in the center of the screen. It&#8217;s a non-invasive effect, but very effective.<\/li>\n<li><strong>Color Grading<\/strong>: The color grading allows us to make changes to the colors, such as increasing the temperature, increasing the contrast and so on. In this situation it is useful to slightly increase the contrast and color saturation, to make the scene slightly livelier.<\/li>\n<\/ul>\n<h4><\/h4>\n<h4><span style=\"font-weight: 400;\">SparkAR<\/span><\/h4>\n<p><strong>Spark AR studio is the framework to create AR filters for Facebook and Instagram<\/strong>. The creation system is limited compared to editors like Unity and provides a basic set of features to work with.<\/p>\n<p>Interestingly<strong>, face tracking is very advanced<\/strong>; this works by simply analyzing the phone&#8217;s camera feed.<\/p>\n<p>The interactions in Spark AR studio are created by means of graphic language via a node.<\/p>\n<p>The end result is a mono-brand filter that you can use directly on your phone, within the Facebook and Instagram app. Users can access the content simply by scanning a QR code or following a URL.<\/p>\n<p>The user can choose the color of the lipstick by selecting one of the colors on the right side of the screen. With Spark AR there is an added possibility of taking snapshots or recording videos that are saved directly on your device. From the point of view of distribution, this choice gives the opportunity of having a very fast system for updates and use.<\/p>\n<p>&nbsp;<\/p>\n<h4>The limits of the two approaches<\/h4>\n<p><strong>As for ARKit<em>,<\/em> during the development of the app we discovered that the tracking is limited. <\/strong>There are situations and cases where lip tracking is not accurate. This is based on the lighting in the room, the shape of the person&#8217;s face, whether the person has a beard and other factors. However, we can assume that Apple will improve the quality of ARKit in the future, with much more accurate tracking.<\/p>\n<p><strong>The limits of SparkAR mainly concern the User Interface<\/strong>: the system is very limited and hardly supports the various phone resolutions. For this reason, we decided to modify the interface with a simpler and functional version for dynamic adaptation to the resolution of the various device screens.<\/p>\n<h3><span style=\"font-weight: 400;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-11893 size-full\" src=\"http:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/https___bucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com_public_images_4067a9c1-2689-4b86-b3a6-70a48e7def4a_600x800.gif\" alt=\"Virtual try on in function\" width=\"600\" height=\"800\" \/><\/span><\/h3>\n<h3><strong>What will the future hold for us?<\/strong><\/h3>\n<p>The results obtained were more than satisfactory for both ARKit and SparkAR. We were able to implement the design team&#8217;s vision, resulting in a simple and easy to use app that delivers high quality AR content.<\/p>\n<p>A tool of this kind allows all the players in the world of cosmetic to let their customers try their products, without the need to apply them directly on the face, with the consequent <strong>decrease in the costs<\/strong> of samples and various equipment and an <strong>increase in in-store hygiene<\/strong>. The last aspect is anything but secondary nowadays.<\/p>\n<p>New technologies are our superpower and they help companies in the transition toward the future. Other successful cases are the projects made for <a href=\"http:\/\/staging.uqido.com\/progetti\/safilo-virtualeyes\/\" target=\"_blank\" rel=\"noopener noreferrer\">Safilo<\/a>, <a href=\"http:\/\/staging.uqido.com\/progetti\/cardiology-ar\/\" target=\"_blank\" rel=\"noopener noreferrer\">Universit\u00e0 di Padova<\/a> and <a href=\"\/?p=11845\" target=\"_blank\" rel=\"noopener noreferrer\">Tecnolaser<\/a>.<\/p>\n<p><span style=\"font-weight: 400;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-11895 size-full\" src=\"http:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/code-projected-over-woman-3861969-scaled.jpg\" alt=\"Future of virtual try on, image of a woman in a futuristic environment\" width=\"2560\" height=\"1707\" srcset=\"https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/code-projected-over-woman-3861969-scaled.jpg 2560w, https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/code-projected-over-woman-3861969-300x200.jpg 300w, https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/code-projected-over-woman-3861969-1024x683.jpg 1024w, https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/code-projected-over-woman-3861969-768x512.jpg 768w, https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/code-projected-over-woman-3861969-1536x1024.jpg 1536w, https:\/\/staging.uqido.com\/wp-content\/uploads\/2020\/06\/code-projected-over-woman-3861969-2048x1366.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<p><span style=\"font-weight: 400;\">Are you interested in these projects\u2019 insights? We share them with the subscribers to our Exploratorium, find out more about this experimental lab clicking here <strong>\ud83d\udc49 <a href=\"https:\/\/exploratorium.uqido.com\/\">https:\/\/exploratorium.uqido.com\/<\/a><\/strong><\/span><\/p>\n<h3>WHAT\u2019S EXPLORATORIUM<\/h3>\n<p>Exploratorium is Uqido\u2019s laboratory where every week we project, develop and launch on the market a new digital product.<\/p>\n<p>Made of developers, designers and marketing strategists coming from places like IDEO, YCombinator, Sony and M31, our MVP Lab creates and launch every week a new prototype and, with techniques of <a href=\"https:\/\/www.startup-marketing.com\/is-growth-hacking-only-a-startup-thing\/\"><span style=\"font-weight: 400;\">Growth Hacking<\/span><\/a><span style=\"font-weight: 400;\">, <\/span>Lean methodologies and Design Sprint, it collects the feedbacks of the market.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Virtual Try On of beauty products<\/p>\n","protected":false},"featured_media":11898,"template":"","meta":{"_acf_changed":false,"content-type":"","_wp_applaud_exclude":false,"_links_to":"","_links_to_target":""},"units-uqido":[],"class_list":["post-11998","insights-uqido","type-insights-uqido","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.4 - 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