{"id":36666,"date":"2025-02-03T07:00:00","date_gmt":"2025-02-03T15:00:00","guid":{"rendered":"https:\/\/cloudinary.com\/blog\/?p=36666"},"modified":"2025-02-27T10:04:36","modified_gmt":"2025-02-27T18:04:36","slug":"auto-tagging-assets-upload-presets","status":"publish","type":"post","link":"https:\/\/cloudinary.com\/blog\/auto-tagging-assets-upload-presets","title":{"rendered":"Auto Tagging Assets Made Easy With Upload Presets"},"content":{"rendered":"<div class=\"wp-block-cloudinary-markdown \"><p>Wouldn\u2019t it be nice if all the media in your library had useful tags to help categorize and organize them? Traditionally this might be a bit impractical. You or your team probably don\u2019t have the time to add tags to every piece of media that ends up in your library. Luckily, Cloudinary\u2019s <a href=\"https:\/\/cloudinary.com\/documentation\/ai_in_action\">AI Analysis features<\/a> can handle this for you.\nThis blog post will focus on one in particular: automatically tagging images and videos. Having useful tags can unlock all types of use cases. With tags, your visual assets become easily searchable in your library and applications.\nIn this post, we\u2019ll create a new upload preset that enables all of our uploaded media to be automatically tagged. Using presets provides a lot of benefits by allowing us to manage some of our configuration outside of our codebase.<\/p>\n<h2>Getting Started With Auto Tagging<\/h2>\n<p>Cloudinary\u2019s <a href=\"https:\/\/cloudinary.com\/documentation\/analyze_api_reference\">AI Analysis APIs<\/a> and <a href=\"https:\/\/cloudinary.com\/documentation\/cloudinary_add_ons\">Add-ons<\/a> open up powerful capabilities for managing your media assets. These tools enable advanced features like metadata extraction, object recognition, auto tagging, and more.\nTo use auto tagging, you\u2019ll need to activate an add-on in your Cloudinary account. Specifically, we\u2019ll be working with the <a href=\"https:\/\/cloudinary.com\/documentation\/google_auto_tagging_addon\">Google Auto Tagging Add-on<\/a>, which uses Google Vision AI to analyze your images and videos, automatically assigning meaningful tags based on detected objects, scenes, and concepts.<\/p>\n<h3>Activate the Add-on<\/h3>\n<ol>\n<li>Log in to your <a href=\"https:\/\/console.cloudinary.com\/console\">Cloudinary Console<\/a>.<\/li>\n<li>Navigate to the <strong>Add-ons<\/strong> tab.<\/li>\n<li>Locate the <strong>Google Auto Tagging Add-on<\/strong> and register for it.\nOnce the add-on is activated, you\u2019re ready to integrate auto tagging into your Cloudinary media pipeline.<\/li>\n<\/ol>\n<h3>Upload Options for Auto Tagging<\/h3>\n<p>When configuring auto tagging for your uploads, you\u2019ll need to use two key parameters:\ncategorization specifies which add-on should handle the tagging. For this post, we\u2019ll use google_tagging, which leverages the Google Auto Tagging Add-on.\n<code>auto_tagging<\/code> sets the minimum confidence score required for a tag to be applied. This score ranges from <code>0.0<\/code> (0%) to 1.0 (100%), and it helps filter out less reliable tags.\nHere\u2019s an example of uploading an image with auto tagging enabled:<\/p>\n<pre class=\"js-syntax-highlighted\"><code>const response = await cloudinary.uploader.upload( '.\/cat-image.jpg', { resource_type: 'image', categorization: 'google_tagging', auto_tagging: 0.7, \/\/ Minimum confidence of 70% } );\n<\/code><\/pre>\n<p>This will automatically assign tags to your image based on objects or scenes detected by Google Vision AI. Tags with a confidence score of 70% or higher will be added to the image.\nAll of the tags assigned to the upload are included in the response:<\/p>\n<pre class=\"js-syntax-highlighted\"><code>console.log('Auto-generated tags:', response.tags);\n<\/code><\/pre>\n<h2>Setting Up an Upload Preset for Auto Tagging<\/h2>\n<p>Making changes and deploying\/releasing new versions of an application can be expensive and time-consuming. Upload presets are an underrated tool that simplify defining all the relevant configuration options for your media uploads to Cloudinary.\nIf you\u2019re already using a preset for your uploads, you won\u2019t even need to touch any code to enable auto tagging.<\/p>\n<h3>What is an Upload Preset?<\/h3>\n<p>An upload preset is a predefined set of upload options stored in your Cloudinary account. By using a preset, you can apply consistent configurations \u2014 like auto tagging \u2014 to all uploads without needing to pass parameters in every API call.<\/p>\n<h3>Creating an Upload Preset<\/h3>\n<p>Follow these steps to create an upload preset for auto tagging:<\/p>\n<ol>\n<li>\n<strong>Navigate to the Cloudinary Console<\/strong>.  Log in to your <a href=\"https:\/\/cloudinary.com\/\">Cloudinary account<\/a> and go to the <strong>Settings<\/strong> section in the top-right menu.<\/li>\n<li>*<em>Navigate to Upload Presets<\/em>.  In the <strong>Settings<\/strong> page, click on the <strong>Upload Presets<\/strong> tab.<\/li>\n<li>\n<strong>Create\/Update Preset<\/strong>.  Click <strong>Add Upload Preset<\/strong> or an existing preset to add auto tagging.<\/li>\n<li>\n<strong>Configure the Preset<\/strong>:\nConfigure any options that you would like to have aside from the auto tagging if you\u2019re creating a new preset\nClick the <strong>Addons<\/strong> tab in the side navigation\nScroll to the <strong>Auto Tagging<\/strong> sections and select your desired confidence score\nFind the <strong>Google Auto Tagging<\/strong> preset and click <strong>Add to Preset<\/strong>.<\/li>\n<li>\n<strong>Save the Preset<\/strong>.  Click the <strong>Save<\/strong> button in the top-right corner to store the preset.\nHere\u2019s what your preset configuration page should look like after enabling Google Auto Tagging to your preset:<\/li>\n<\/ol>\n<p><img decoding=\"async\" src=\"https:\/\/cloudinary-marketing-res.cloudinary.com\/image\/upload\/v1738607369\/blog-Auto-tagging_assets_made_easy_with_Upload_Presets-1.png\" alt=\"Edit Upload Preset \u2018auto_tagging\u2019 screenshot\" loading=\"lazy\" class=\"c-transformed-asset\"  width=\"1600\" height=\"1104\"\/><\/p>\n<h3>Using the Upload Preset in Your Code<\/h3>\n<p>Once the preset is created, you can reference it in your upload calls by passing its name in the <code>upload_preset<\/code> parameter.\nHere\u2019s an example:<\/p>\n<pre class=\"js-syntax-highlighted\"><code>const response = await cloudinary.uploader.upload( '.\/dog-video.mp4', { resource_type: 'video', upload_preset: 'auto_tagging_preset', \/\/ Use the preset you created } );\n\nconsole.log('Auto-tagged video:', response.tags);\n<\/code><\/pre>\n<p>This will apply the auto tagging configuration defined in your preset to the uploaded media.<\/p>\n<h2>Summary<\/h2>\n<p>With Cloudinary\u2019s Google Auto Tagging Add-on, organizing and managing your media library becomes a breeze. By automating the tagging process, you save time and make your library searchable.\nUpload presets are an underrated tool that allow us to move our upload configuration out of our code. This allows us to enable new features like auto tagging without having to make any changes to our application.<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":87,"featured_media":36667,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_cloudinary_featured_overwrite":false,"footnotes":""},"categories":[1],"tags":[336,286,373],"class_list":["post-36666","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-ai","tag-tagging","tag-upload"],"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>Automatically Tag Your Media Uploads Using Upload Presets<\/title>\n<meta name=\"description\" content=\"Learn how to simplify media management with Cloudinary\u2019s auto tagging and upload presets.\" \/>\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\/auto-tagging-assets-upload-presets\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Auto Tagging Assets Made Easy With Upload Presets\" \/>\n<meta property=\"og:description\" content=\"Learn how to simplify media management with Cloudinary\u2019s auto tagging and upload presets.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/cloudinary.com\/blog\/auto-tagging-assets-upload-presets\" \/>\n<meta property=\"og:site_name\" content=\"Cloudinary Blog\" \/>\n<meta property=\"article:published_time\" content=\"2025-02-03T15:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-02-27T18:04:36+00:00\" \/>\n<meta property=\"og:image\" 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