{"id":1437,"date":"2017-10-05T12:52:26","date_gmt":"2017-10-05T07:22:26","guid":{"rendered":"http:\/\/mag.vue.ai\/?p=1437"},"modified":"2024-01-09T14:26:48","modified_gmt":"2024-01-09T08:56:48","slug":"auto-product-tagging","status":"publish","type":"post","link":"https:\/\/www.vue.ai\/blog\/ai-in-retail\/auto-product-tagging\/","title":{"rendered":"What Is Automated Fashion Product Tagging?"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_65 counter-hierarchy ez-toc-counter ez-toc-transparent ez-toc-container-direction\">\n<p class=\"ez-toc-title\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-69f419af4e417\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-69f419af4e417\" checked aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/auto-product-tagging\/#this-is-where-automated-fashion-product-tagging-comes-in\" title=\"This Is Where Automated Fashion Product Tagging Comes In\">This Is Where Automated Fashion Product Tagging Comes In<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/auto-product-tagging\/#the-drudgeries-of-catalog-management\" title=\"The Drudgeries Of Catalog Management\">The Drudgeries Of Catalog Management<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/auto-product-tagging\/#too-many-cooks-spoil-the-broth\" title=\"Too Many Cooks Spoil The Broth?\">Too Many Cooks Spoil The Broth?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/auto-product-tagging\/#the-pain-of-tagging-products-manually\" title=\"The Pain Of Tagging Products, Manually\">The Pain Of Tagging Products, Manually<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/auto-product-tagging\/#vueais-product-tagging-%e2%80%93-your-one-stop-for-automated-catalog-management\" title=\"Vue.ai&#8217;s Product Tagging &#8211; Your One-Stop For Automated Catalog Management\">Vue.ai&#8217;s Product Tagging &#8211; Your One-Stop For Automated Catalog Management<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/auto-product-tagging\/#vueais-product-tagging-tools-six-step-process\" title=\"Vue.ai&#8217;s Product Tagging tool\u2019s Six-Step Process\">Vue.ai&#8217;s Product Tagging tool\u2019s Six-Step Process<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/auto-product-tagging\/#why-is-auto-tagging-crucial-for-e-commerce\" title=\"Why Is Auto-Tagging Crucial For E-commerce?\">Why Is Auto-Tagging Crucial For E-commerce?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/auto-product-tagging\/#automated-fashion-product-tagging-for-personalization-and-shoppable-media-content\" title=\"Automated Fashion Product Tagging\u00a0 for Personalization And Shoppable Media Content\">Automated Fashion Product Tagging\u00a0 for Personalization And Shoppable Media Content<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/auto-product-tagging\/#conclusion\" title=\"Conclusion\">Conclusion<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/auto-product-tagging\/#learn-more-about-product-recommendation-engine\" title=\"Learn More About Product Recommendation Engine\">Learn More About Product Recommendation Engine<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<span class=\"rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading Time: <\/span> <span class=\"rt-time\">6<\/span> <span class=\"rt-label rt-postfix\">minutes<\/span><\/span><p><span style=\"font-weight: 400;\">Automated fashion product tagging is a process of analyzing and labeling a product image in an e-commerce catalog by detecting visual attributes, automatically. For instance, if a product catalog has an image of a violet dress, image recognition and Machine Learning (ML) technology can \u2018tag\u2019 it as \u2018Knee-length, V-neckline, 3\/4th sleeve, violet sheath dress\u201d. All you need to do is \u2018approve\u2019 these automatically-generated tags with one single click. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Imagine a situation where your shoppers are looking for a white wedding dress, but what they get instead is a neon pink t-shirt. Or how about a shopper looking for a silk shirt for women, but seeing men\u2019s formal shirts in that category listing instead? For an online shopper, this can lead to a frustrating experience &#8211; and more often than not, this is the primary reason for site abandonment. For you as a retailer, this is, safe to say, your worst nightmare.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">With the number of products being sold online today, the increasing number of online sellers, the sheer scale of heterogeneity in categories and the diverse nature of the visual features that co-exist with product descriptions and feature specifications, manual product tagging proves to be impractical and infeasible.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In order to remain competitive, retailers are forced to make quick decisions based on shoppers\u2019 needs and instant product discovery is key to maintain engaged customers. An effective and <a href=\"https:\/\/www.vue.ai\/industries\/ai-in-ecommerce\/\">automated catalog management<\/a> system is essential for site search (<a href=\"https:\/\/www.vue.ai\/products\/ai-powered-personalized-search\/\">personalized search<\/a>), as well as category navigation.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"this-is-where-automated-fashion-product-tagging-comes-in\"><\/span><b>This Is Where Automated Fashion Product Tagging Comes In<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Automated fashion product tagging, as the word suggests, is a tool that can \u201cautomatically\u201d tag categories, subcategories, visual and non-visual attributes from any given image or media content. \u00a0It decreases the time taken to tag catalogs, improves the accuracy of both the tags and search engine results on sites.\u00a0<\/span>More importantly- \u00a0it can save up to 90% on operational costs.\u00a0There, we said it!<\/p>\n<h2><span class=\"ez-toc-section\" id=\"the-drudgeries-of-catalog-management\"><\/span><b>The Drudgeries Of Catalog Management<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">The primary way of locating and identifying products is using a simple text search. \u00a0Inconsistent and unstructured tagging of product descriptions and facets<\/span> <span style=\"font-weight: 400;\">lead to broken textual searches on the site and impedes product discoverability for both you as a retailer and the end shopper. A lot of useful search results also get excluded from this process. A key part of inventory management revolves around having a classified, consistent taxonomy.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"too-many-cooks-spoil-the-broth\"><\/span><b>Too Many Cooks Spoil The Broth?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Different sellers are bound to have different product descriptions and tags. Most product images are derived from UGC (user-generated content) that can be low in image quality. While the high-level categories are easier to tag, the subcategories require more work. One or two levels of category mapping are usually generated easily, for example:<strong> &#8220;Women &gt; Clothing&#8221; or \u00a0&#8220;Clothing &gt; Pants&#8221;<\/strong>, however, adding more subcategories to further refine this is key for optimal product discovery.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"the-pain-of-tagging-products-manually\"><\/span><b>The Pain Of Tagging Products, Manually<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">If you haven&#8217;t invested in technology yet, chances are that you are spending significant overheads in manual labor and time to manage and streamline the various aspects of your catalog. Not only is manual tagging tedious and time-consuming, it is also prone to human errors. \u00a0<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"vueais-product-tagging-%e2%80%93-your-one-stop-for-automated-catalog-management\"><\/span><b>Vue.ai&#8217;s Product Tagging &#8211; Your One-Stop For Automated Catalog Management<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<figure id=\"attachment_1439\" aria-describedby=\"caption-attachment-1439\" style=\"width: 750px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1439\" src=\"https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/10\/VueTag-Demo1.png\" alt=\"vuetag-demo1\" width=\"750\" height=\"436\" srcset=\"https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/10\/VueTag-Demo1.png 1918w, https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/10\/VueTag-Demo1-300x174.png 300w, https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/10\/VueTag-Demo1-768x446.png 768w, https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/10\/VueTag-Demo1-1024x595.png 1024w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><figcaption id=\"caption-attachment-1439\" class=\"wp-caption-text\">Source: Vue.ai<\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.vue.ai\/solutions\/automated-product-tagging\/\">Vue.ai&#8217;s Product Tagging<\/a> uses image recognition to extract attributes like category, gender, color, pattern, dress length, sleeve length, neckline among others. Using the power of AI, our algorithms are trained using thousands of images to identify the visual attributes and is completely automated to a level that does not require much manual intervention, saving you significant time and resources.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"vueais-product-tagging-tools-six-step-process\"><\/span><b>Vue.ai&#8217;s Product Tagging tool\u2019s Six-Step Process<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Vue.ai\u2019s computer vision powered auto-tagging machines are trained continuously to learn the various attributes from training imagery that is unstructured, replicating what is usually found in marketplaces.<\/span><\/p>\n<figure id=\"attachment_1452\" aria-describedby=\"caption-attachment-1452\" style=\"width: 750px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1452\" src=\"https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/10\/Timeline.png\" alt=\"timeline\" width=\"750\" height=\"380\" srcset=\"https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/10\/Timeline.png 2480w, https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/10\/Timeline-300x152.png 300w, https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/10\/Timeline-768x389.png 768w, https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/10\/Timeline-1024x519.png 1024w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><figcaption id=\"caption-attachment-1452\" class=\"wp-caption-text\">Overview of the product tagging process flow. | Source: Vue.ai<\/figcaption><\/figure>\n<p><strong>This is a six-step process:<\/strong><\/p>\n<ol>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">The catalogs are sent to our engine in various formats<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">The catalog images that are received in various formats &#8211; as User Generated Content (UGC), social media feed, low-quality images, and more, are then processed through product tagging tool\u2019s engine, where regions of interest are drawn like in the image below. These identify attributes like category, gender, color, pattern, sleeve length, necklines, silhouette, and more.<br \/><\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Taking it one step further, in order to figure out certain non-visual attributes such as fabric or occasion\/style, the NLP systems of Vue.ai&#8217;s Product Tagging tool detect these facets based on textual information.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">As shown in the image below, the product tagging engines are trained with all sorts of imagery and are designed to accurately extract visual attributes, that go beyond just the categories. The engines also have a level of flexibility wherein it has the capability of adding new tags as required for various types of catalogs\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Once the tags have been extracted, a round of QA is performed. \u00a0Images that have been inaccurately tagged are sent back into the system for retraining. <\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">The tagged images are then delivered for the enrichment of the catalog, and for the optimization of product discovery.<\/span><\/li>\n<\/ol>\n<figure id=\"attachment_1440\" aria-describedby=\"caption-attachment-1440\" style=\"width: 750px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1440\" src=\"https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/10\/Layer-5.png\" alt=\"layer-5\" width=\"750\" height=\"569\" srcset=\"https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/10\/Layer-5.png 1080w, https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/10\/Layer-5-300x228.png 300w, https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/10\/Layer-5-768x582.png 768w, https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/10\/Layer-5-1024x777.png 1024w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><figcaption id=\"caption-attachment-1440\" class=\"wp-caption-text\">Vue.ai&#8217;s Product Tagging engines are trained with a diverse set of images. | Source: Vue.ai<\/figcaption><\/figure>\n<p>This continuous feedback loop retrains the images that have tags with lower accuracy and ensures that the system continuously learns.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"why-is-auto-tagging-crucial-for-e-commerce\"><\/span><b>Why Is Auto-Tagging Crucial For E-commerce?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Apart from the increase in operational efficiency and reduction in manual tagging processes, auto-tagging technology is the backbone for various AI-driven products for retail. Being able to identify objects in moving images, videos or any sort of visual content, along with detecting the visual attributes of products seen in such media, is key to truly understanding shopper behavior and preferences. Apart from the data-driven continuous learning systems, visually intelligent computer vision based processes that can extract multidimensional attributes with auto-tagging engines, from the product that a customer is engaging with helps create a holistic persona for each shopper.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"automated-fashion-product-tagging-for-personalization-and-shoppable-media-content\"><\/span><b>Automated Fashion Product Tagging\u00a0 for Personalization And Shoppable Media Content<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Auto-tagging is key for on-site personalization. Using Computer Vision based technology, with every click on a product, the specific attribute-wise preferences become apparent and when combined with data-driven historical behavioral patterns, the <a href=\"https:\/\/www.vue.ai\/solutions\/ai-personalization-engine\/\">personalization engine<\/a> becomes much more powerful and accurate in interpreting intent. \u00a0Algorithms quickly learn with every event click and provide customized fashion choices for each user in real time. \u00a0Shown below, Vue.ai\u2019s \u201cTop Picks for You\u201d suggests products based on individual browsing history. <\/span><b>\u00a0<\/b><\/p>\n<figure id=\"attachment_1037\" aria-describedby=\"caption-attachment-1037\" style=\"width: 750px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1037\" src=\"https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/04\/threup.jpg\" alt=\"threup\" width=\"750\" height=\"330\" srcset=\"https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/04\/threup.jpg 1301w, https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/04\/threup-300x132.jpg 300w, https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/04\/threup-768x338.jpg 768w, https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/04\/threup-1024x450.jpg 1024w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><figcaption id=\"caption-attachment-1037\" class=\"wp-caption-text\">Personalized recommendations displaying products based on individual user browsing and purchase history. | Source: Thredup<\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">Apart from <a href=\"https:\/\/www.vue.ai\/products\/product-recommendations\/\">personalized recommendations<\/a>, auto-tagging is core to providing other types of on-site recommendations like &#8211; Visually Similar, Complete the Look, Inspired by your Browsing History and several more. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">And that\u2019s not all\u2026<\/span><\/p>\n<p><span style=\"font-weight: 400;\">All forms of media content can also be tagged with automated product tagging. All your videos and ad banners can now be made instantly shoppable by displaying exact matches of products displayed on the screen, or similar looking ones if something goes out of stock.<\/span><\/p>\n<figure id=\"attachment_1357\" aria-describedby=\"caption-attachment-1357\" style=\"width: 750px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1357\" src=\"https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/08\/stv-48.png\" alt=\"\" width=\"750\" height=\"473\" srcset=\"https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/08\/stv-48.png 811w, https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/08\/stv-48-300x189.png 300w, https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/08\/stv-48-768x485.png 768w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><figcaption id=\"caption-attachment-1357\" class=\"wp-caption-text\">Source: shop the furniture<\/figcaption><\/figure>\n<h2><span class=\"ez-toc-section\" id=\"conclusion\"><\/span><b>Conclusion<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Tagging is one of those things that are invisible, and yet, indispensable &#8211; an essential sprocket that seems trivial, and is almost taken for granted, but one without which the entire gear system essentially falls apart. A catalog that has well-labeled tags helps all along the retail value chain &#8211; from decreasing costs by automating entire human-centric workflows, to aiding product discovery by helping index the products better, leading to more accurate searches on the site.\u00a0<\/span> In addition, it also has secondary and tertiary effects like reducing bounces on search result pages, and in providing <a href=\"https:\/\/www.vue.ai\/solutions\/ai-personalization-engine\/\">hyper-personalization<\/a> to users based on their affinities towards detailed facets.<\/p>\n\n\n\n\n<h3 class=\"has-text-align-center wp-block-heading\"><span class=\"ez-toc-section\" id=\"learn-more-about-product-recommendation-engine\"><\/span><strong>Learn More About <a href=\"https:\/\/www.vue.ai\/products\/product-recommendations\/\">Product Recommendation Engine<\/a><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>Read More About<\/strong><a href=\"https:\/\/www.vue.ai\/industries\/ai-in-ecommerce\/\"><strong> Automated Catalog Management<\/strong><\/a><strong> Solution<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p><span class=\"rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading Time: <\/span> <span class=\"rt-time\">6<\/span> <span class=\"rt-label rt-postfix\">minutes<\/span><\/span> Automated fashion product tagging is a process of analyzing and labeling a product image in an e-commerce catalog by detecting visual attributes, automatically. For instance, if a product catalog has an image of a violet dress, image recognition and Machine Learning (ML) technology can \u2018tag\u2019 it as \u2018Knee-length, V-neckline, 3\/4th sleeve, violet sheath dress\u201d. All  &#8230;<\/p>\n","protected":false},"author":23,"featured_media":1448,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1162],"tags":[58,59,60,61,9],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What Is Automated Fashion Product Tagging? | Vue.ai Blog<\/title>\n<meta name=\"description\" content=\"Decrease time to market for products, improve the accuracy of the tags and search engine results by switching to Automated fashion product tagging tools.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/auto-product-tagging\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What Is Automated Fashion Product Tagging? 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