{"id":30939,"date":"2023-08-23T07:00:00","date_gmt":"2023-08-23T14:00:00","guid":{"rendered":"https:\/\/cloudinary.com\/blog\/?p=30939"},"modified":"2023-09-13T10:11:22","modified_gmt":"2023-09-13T17:11:22","slug":"generative-ai-holidays-auto-edit-visual-assets","status":"publish","type":"post","link":"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets","title":{"rendered":"Generative AI for the Holidays: Auto-Edit Visual Assets and Save Months in Planning"},"content":{"rendered":"\n<p>For retail brands it\u2019s like you can set your watch to the annual holiday-prep cycle. The first quarter of the year, you\u2019re assessing the previous season\u2019s results while ideating and designing for the next. By late spring\/early summer, suppliers are delivering materials and manufacturing goes into full swing. By mid-year, marketing teams start the months-long process of creating full-scale holiday marketing campaigns, an activity that includes a complete makeover of nearly every digital image and video along with the creation of hundreds to many thousands more.&nbsp;<\/p>\n\n\n\n<p>Amid all this commotion, the countdown clock ticks louder as the end of the year nears.&nbsp;<\/p>\n\n\n\n<p>Good news is, these days retail brands now have generative AI to take on editing tasks and auto-generate new holiday content.&nbsp;<\/p>\n\n\n\n<p>Here are four ways generative AI can make your annual holiday-prep cycle more efficient..<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4 Ways Generative AI Auto-Edits Holiday Visual Assets<\/h2>\n\n\n\n<p>First <a href=\"https:\/\/final-tou.ch\/\" target=\"_blank\" rel=\"noreferrer noopener\">FinalTouch<\/a>, the latest from <a href=\"https:\/\/www.businesswire.com\/news\/home\/20230628419625\/en\/Cloudinary-Launches-New-Ventures-and-Debuts-FinalTouch-an-AI-powered-Platform-Transforming-Visual-Media-Creation\" target=\"_blank\" rel=\"noreferrer noopener\">New Ventures<\/a>, Cloudinary\u2019s new tech incubator. FinalTouch is an assistive creativity platform designed for product image creation. Applied generative AI features takes simple product images and relocates that item in a pre-specified environment. Editing tools would make it possible to customize, iterate, and produce product images at scale, without the cost of specialized design expertise or photography.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Auto-Update Images With Generative Replace<\/h2>\n\n\n\n<p>Brands can manipulate digital images on their marketing channels through a function called <a href=\"https:\/\/cloudinary.com\/blog\/generative-replace-object-replacement-with-ai\">Generative Replace<\/a>, part of Cloudinary\u2019s programmatic media solutions. For the holidays, a home goods brand, for example, can access in-house images of room settings in their library. Your team can find an image they like, take a piece of art on the wall that maybe is a stylish painting, and replace the image with a decorative holiday scene. Similarly, the brand can take an orchid on a table and swap it out with a seasonal poinsettia. The technology isolates items and replaces them seamlessly.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Remove Unwanted Elements From Images<\/h2>\n\n\n\n<p>Another generative AI feature, brands can automatically highlight and remove elements from an image. For example, an e-commerce site wants to reuse and update an older holiday scene-setting image from its library but there\u2019s an element in the background that dates the image. Cloudinary\u2019s <a href=\"https:\/\/cloudinary.com\/blog\/generative-ai-remove-objects-images\" target=\"_blank\" rel=\"noreferrer noopener\">Generative Remove<\/a> function can add a remove command and instantly bring new life to an older asset.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Fill Visual Gaps Within Images and Video<\/h2>\n\n\n\n<p>Cloudinary\u2019s generative AI function called <a href=\"https:\/\/cloudinary.com\/blog\/generative-fill-ai-powered-outpainting\" target=\"_blank\" rel=\"noreferrer noopener\">Generative Fill<\/a> works alongside Generative Remove and Generative Replace applications, providing digital teams numerous ways to update imagery and video for a holiday campaign. In this case, the AI uses a function called \u201coutpainting,\u201d where the technology can add content around the edges of an image. So, a fashion brand with a model in an image can have more holiday decorative imagery added around the edges. The additions are automatically blended smoothly into the original image. The tool also auto-crops to make the image work better with the added content.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Recolor Visuals To Fit the Holiday Mood<\/h2>\n\n\n\n<p>While <a href=\"https:\/\/cloudinary.com\/blog\/generative-recolor-natural-language\" target=\"_blank\" rel=\"noreferrer noopener\">Generative Recolor<\/a> from Cloudinary is an ideal time-saver for daily use of auto-improving visual assets, the tool can be used to brighten (or darken) a photo for the holiday season. The tool saves marketing teams time coloring photos after a photo shoot, it can also be used to manipulate the coloring of an image to fit a mood. For example, a brand\u2019s e-commerce site with lifestyle images can play with color to darken a sunny image to make it look less summery or give it new tones for a wintry mood.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Register an Account for Holiday Mashups<\/h2>\n\n\n\n<p>Cloudinary and FinalTouch are advancing ways brands can use generative AI as a tool that handles mundane tasks like coloring photos and cropping images. Additionally, the tools add creative possibilities through replace, fill, remove, and coloring functions.<\/p>\n\n\n\n<p>The tools can help speed up holiday preparations while aiding in the sustainable reuse of in-house images and video.\u00a0<\/p>\n\n\n\n<p>Sign up today for a <a href=\"https:\/\/cloudinary.com\/users\/register_free\" target=\"_blank\" rel=\"noreferrer noopener\">free Cloudinary account<\/a> and see how visual editing can greatly improve holiday programs.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>For retail brands it\u2019s like you can set your watch to the annual holiday-prep cycle. The first quarter of the year, you\u2019re assessing the previous season\u2019s results while ideating and designing for the next. By late spring\/early summer, suppliers are delivering materials and manufacturing goes into full swing. By mid-year, marketing teams start the months-long [&hellip;]<\/p>\n","protected":false},"author":87,"featured_media":30965,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_cloudinary_featured_overwrite":false,"footnotes":""},"categories":[1],"tags":[409],"class_list":["post-30939","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-generative-ai"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.6 (Yoast SEO v26.9) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Online Retailers Use Auto-Edit Visual Assets with Generative AI to Save Time On Holiday Preparations<\/title>\n<meta name=\"description\" content=\"Four ways generative AI can streamline image editing, remove unwanted elements, fill gaps, and recolor visuals to fit the holiday mood.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Generative AI for the Holidays: Auto-Edit Visual Assets and Save Months in Planning\" \/>\n<meta property=\"og:description\" content=\"Four ways generative AI can streamline image editing, remove unwanted elements, fill gaps, and recolor visuals to fit the holiday mood.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets\" \/>\n<meta property=\"og:site_name\" content=\"Cloudinary Blog\" \/>\n<meta property=\"article:published_time\" content=\"2023-08-23T14:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-09-13T17:11:22+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/res.cloudinary.com\/cloudinary-marketing\/images\/v1691705117\/Blog-generative_ai_holidays\/Blog-generative_ai_holidays-jpg?_i=AA\" \/>\n\t<meta property=\"og:image:width\" content=\"2000\" \/>\n\t<meta property=\"og:image:height\" content=\"1100\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"melindapham\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"NewsArticle\",\"@id\":\"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets#article\",\"isPartOf\":{\"@id\":\"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets\"},\"author\":{\"name\":\"melindapham\",\"@id\":\"https:\/\/cloudinary.com\/blog\/#\/schema\/person\/0d5ad601e4c3b5be89245dfb14be42d9\"},\"headline\":\"Generative AI for the Holidays: Auto-Edit Visual Assets and Save Months in Planning\",\"datePublished\":\"2023-08-23T14:00:00+00:00\",\"dateModified\":\"2023-09-13T17:11:22+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets\"},\"wordCount\":686,\"publisher\":{\"@id\":\"https:\/\/cloudinary.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets#primaryimage\"},\"thumbnailUrl\":\"https:\/\/res.cloudinary.com\/cloudinary-marketing\/images\/f_auto,q_auto\/v1691705117\/Blog-generative_ai_holidays\/Blog-generative_ai_holidays.jpg?_i=AA\",\"keywords\":[\"Generative AI\"],\"inLanguage\":\"en-US\",\"copyrightYear\":\"2023\",\"copyrightHolder\":{\"@id\":\"https:\/\/cloudinary.com\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets\",\"url\":\"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets\",\"name\":\"Online Retailers Use Auto-Edit Visual Assets with Generative AI to Save Time On Holiday Preparations\",\"isPartOf\":{\"@id\":\"https:\/\/cloudinary.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets#primaryimage\"},\"image\":{\"@id\":\"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets#primaryimage\"},\"thumbnailUrl\":\"https:\/\/res.cloudinary.com\/cloudinary-marketing\/images\/f_auto,q_auto\/v1691705117\/Blog-generative_ai_holidays\/Blog-generative_ai_holidays.jpg?_i=AA\",\"datePublished\":\"2023-08-23T14:00:00+00:00\",\"dateModified\":\"2023-09-13T17:11:22+00:00\",\"description\":\"Four ways generative AI can streamline image editing, remove unwanted elements, fill gaps, and recolor visuals to fit the holiday mood.\",\"breadcrumb\":{\"@id\":\"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets#primaryimage\",\"url\":\"https:\/\/res.cloudinary.com\/cloudinary-marketing\/images\/f_auto,q_auto\/v1691705117\/Blog-generative_ai_holidays\/Blog-generative_ai_holidays.jpg?_i=AA\",\"contentUrl\":\"https:\/\/res.cloudinary.com\/cloudinary-marketing\/images\/f_auto,q_auto\/v1691705117\/Blog-generative_ai_holidays\/Blog-generative_ai_holidays.jpg?_i=AA\",\"width\":2000,\"height\":1100},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/cloudinary.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Generative AI for the Holidays: Auto-Edit Visual Assets and Save Months in Planning\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/cloudinary.com\/blog\/#website\",\"url\":\"https:\/\/cloudinary.com\/blog\/\",\"name\":\"Cloudinary Blog\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/cloudinary.com\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/cloudinary.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/cloudinary.com\/blog\/#organization\",\"name\":\"Cloudinary Blog\",\"url\":\"https:\/\/cloudinary.com\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/cloudinary.com\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/res.cloudinary.com\/cloudinary-marketing\/images\/f_auto,q_auto\/v1649718331\/Web_Assets\/blog\/cloudinary_logo_for_white_bg_1937437aa7_19374666c7_193742f877\/cloudinary_logo_for_white_bg_1937437aa7_19374666c7_193742f877.png?_i=AA\",\"contentUrl\":\"https:\/\/res.cloudinary.com\/cloudinary-marketing\/images\/f_auto,q_auto\/v1649718331\/Web_Assets\/blog\/cloudinary_logo_for_white_bg_1937437aa7_19374666c7_193742f877\/cloudinary_logo_for_white_bg_1937437aa7_19374666c7_193742f877.png?_i=AA\",\"width\":312,\"height\":60,\"caption\":\"Cloudinary Blog\"},\"image\":{\"@id\":\"https:\/\/cloudinary.com\/blog\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/cloudinary.com\/blog\/#\/schema\/person\/0d5ad601e4c3b5be89245dfb14be42d9\",\"name\":\"melindapham\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/cloudinary.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/e6f989fa97fe94be61596259d8629c3df65aec4c7da5c0000f90d810f313d4f4?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/e6f989fa97fe94be61596259d8629c3df65aec4c7da5c0000f90d810f313d4f4?s=96&d=mm&r=g\",\"caption\":\"melindapham\"}}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Online Retailers Use Auto-Edit Visual Assets with Generative AI to Save Time On Holiday Preparations","description":"Four ways generative AI can streamline image editing, remove unwanted elements, fill gaps, and recolor visuals to fit the holiday mood.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets","og_locale":"en_US","og_type":"article","og_title":"Generative AI for the Holidays: Auto-Edit Visual Assets and Save Months in Planning","og_description":"Four ways generative AI can streamline image editing, remove unwanted elements, fill gaps, and recolor visuals to fit the holiday mood.","og_url":"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets","og_site_name":"Cloudinary Blog","article_published_time":"2023-08-23T14:00:00+00:00","article_modified_time":"2023-09-13T17:11:22+00:00","og_image":[{"width":2000,"height":1100,"url":"https:\/\/res.cloudinary.com\/cloudinary-marketing\/images\/v1691705117\/Blog-generative_ai_holidays\/Blog-generative_ai_holidays-jpg?_i=AA","type":"image\/jpeg"}],"author":"melindapham","twitter_card":"summary_large_image","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"NewsArticle","@id":"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets#article","isPartOf":{"@id":"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets"},"author":{"name":"melindapham","@id":"https:\/\/cloudinary.com\/blog\/#\/schema\/person\/0d5ad601e4c3b5be89245dfb14be42d9"},"headline":"Generative AI for the Holidays: Auto-Edit Visual Assets and Save Months in Planning","datePublished":"2023-08-23T14:00:00+00:00","dateModified":"2023-09-13T17:11:22+00:00","mainEntityOfPage":{"@id":"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets"},"wordCount":686,"publisher":{"@id":"https:\/\/cloudinary.com\/blog\/#organization"},"image":{"@id":"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets#primaryimage"},"thumbnailUrl":"https:\/\/res.cloudinary.com\/cloudinary-marketing\/images\/f_auto,q_auto\/v1691705117\/Blog-generative_ai_holidays\/Blog-generative_ai_holidays.jpg?_i=AA","keywords":["Generative AI"],"inLanguage":"en-US","copyrightYear":"2023","copyrightHolder":{"@id":"https:\/\/cloudinary.com\/#organization"}},{"@type":"WebPage","@id":"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets","url":"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets","name":"Online Retailers Use Auto-Edit Visual Assets with Generative AI to Save Time On Holiday Preparations","isPartOf":{"@id":"https:\/\/cloudinary.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets#primaryimage"},"image":{"@id":"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets#primaryimage"},"thumbnailUrl":"https:\/\/res.cloudinary.com\/cloudinary-marketing\/images\/f_auto,q_auto\/v1691705117\/Blog-generative_ai_holidays\/Blog-generative_ai_holidays.jpg?_i=AA","datePublished":"2023-08-23T14:00:00+00:00","dateModified":"2023-09-13T17:11:22+00:00","description":"Four ways generative AI can streamline image editing, remove unwanted elements, fill gaps, and recolor visuals to fit the holiday mood.","breadcrumb":{"@id":"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets#primaryimage","url":"https:\/\/res.cloudinary.com\/cloudinary-marketing\/images\/f_auto,q_auto\/v1691705117\/Blog-generative_ai_holidays\/Blog-generative_ai_holidays.jpg?_i=AA","contentUrl":"https:\/\/res.cloudinary.com\/cloudinary-marketing\/images\/f_auto,q_auto\/v1691705117\/Blog-generative_ai_holidays\/Blog-generative_ai_holidays.jpg?_i=AA","width":2000,"height":1100},{"@type":"BreadcrumbList","@id":"https:\/\/cloudinary.com\/blog\/generative-ai-holidays-auto-edit-visual-assets#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/cloudinary.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Generative AI for the Holidays: Auto-Edit Visual Assets and Save Months in Planning"}]},{"@type":"WebSite","@id":"https:\/\/cloudinary.com\/blog\/#website","url":"https:\/\/cloudinary.com\/blog\/","name":"Cloudinary Blog","description":"","publisher":{"@id":"https:\/\/cloudinary.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/cloudinary.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/cloudinary.com\/blog\/#organization","name":"Cloudinary Blog","url":"https:\/\/cloudinary.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/cloudinary.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/res.cloudinary.com\/cloudinary-marketing\/images\/f_auto,q_auto\/v1649718331\/Web_Assets\/blog\/cloudinary_logo_for_white_bg_1937437aa7_19374666c7_193742f877\/cloudinary_logo_for_white_bg_1937437aa7_19374666c7_193742f877.png?_i=AA","contentUrl":"https:\/\/res.cloudinary.com\/cloudinary-marketing\/images\/f_auto,q_auto\/v1649718331\/Web_Assets\/blog\/cloudinary_logo_for_white_bg_1937437aa7_19374666c7_193742f877\/cloudinary_logo_for_white_bg_1937437aa7_19374666c7_193742f877.png?_i=AA","width":312,"height":60,"caption":"Cloudinary Blog"},"image":{"@id":"https:\/\/cloudinary.com\/blog\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/cloudinary.com\/blog\/#\/schema\/person\/0d5ad601e4c3b5be89245dfb14be42d9","name":"melindapham","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/cloudinary.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/e6f989fa97fe94be61596259d8629c3df65aec4c7da5c0000f90d810f313d4f4?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/e6f989fa97fe94be61596259d8629c3df65aec4c7da5c0000f90d810f313d4f4?s=96&d=mm&r=g","caption":"melindapham"}}]}},"jetpack_featured_media_url":"https:\/\/res.cloudinary.com\/cloudinary-marketing\/images\/f_auto,q_auto\/v1691705117\/Blog-generative_ai_holidays\/Blog-generative_ai_holidays.jpg?_i=AA","_links":{"self":[{"href":"https:\/\/cloudinary.com\/blog\/wp-json\/wp\/v2\/posts\/30939","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cloudinary.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cloudinary.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cloudinary.com\/blog\/wp-json\/wp\/v2\/users\/87"}],"replies":[{"embeddable":true,"href":"https:\/\/cloudinary.com\/blog\/wp-json\/wp\/v2\/comments?post=30939"}],"version-history":[{"count":5,"href":"https:\/\/cloudinary.com\/blog\/wp-json\/wp\/v2\/posts\/30939\/revisions"}],"predecessor-version":[{"id":31137,"href":"https:\/\/cloudinary.com\/blog\/wp-json\/wp\/v2\/posts\/30939\/revisions\/31137"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cloudinary.com\/blog\/wp-json\/wp\/v2\/media\/30965"}],"wp:attachment":[{"href":"https:\/\/cloudinary.com\/blog\/wp-json\/wp\/v2\/media?parent=30939"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cloudinary.com\/blog\/wp-json\/wp\/v2\/categories?post=30939"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cloudinary.com\/blog\/wp-json\/wp\/v2\/tags?post=30939"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}