{"id":285545,"date":"2021-03-23T13:43:17","date_gmt":"2021-03-23T13:43:17","guid":{"rendered":"https:\/\/webkul.com\/blog\/?p=285545"},"modified":"2025-01-24T06:37:38","modified_gmt":"2025-01-24T06:37:38","slug":"magento2-ai-category-prediction","status":"publish","type":"post","link":"https:\/\/webkul.com\/blog\/magento2-ai-category-prediction\/","title":{"rendered":"AI Category Prediction for Magento 2"},"content":{"rendered":"\n<p><a href=\"https:\/\/store.webkul.com\/magento2-ai-category-prediction.html\" target=\"_blank\" rel=\"noreferrer noopener\">Magento 2 AI Category Prediction<\/a><strong> <\/strong>module helps the store owner to create categories based on the product images. <\/p>\n\n\n\n<p>It takes the help of AI Prediction. This module works for the existing as well as for the new products.<\/p>\n\n\n\n<p>Once the store admin uploads the images for the product, it suggests some predefined categories. The admin can select the categories from the list as per the most suitable. <\/p>\n\n\n\n<p>The store owner is able to assign a single product to multiple categories from the list.<\/p>\n\n\n\n<p>Moreover, the Magento 2 AI Category Prediction module facilitates the run time category creation.<\/p>\n\n\n\n<p>Also, to generate an AI concise product review summary on the product pages you can check the <a href=\"https:\/\/webkul.com\/blog\/magento2-chatgpt-product-review-summary-documentation\/\" target=\"_blank\" rel=\"noreferrer noopener\">Magento 2 AI Product Review Summary<\/a> Extension.<\/p>\n\n\n\n<p>Apart from that, <a href=\"https:\/\/store.webkul.com\/magento2-ai-product-recommendation.html\" target=\"_blank\" rel=\"noreferrer noopener\">Magento 2 product recommendation<\/a> extension allows you to recommend products to users.<\/p>\n\n\n\n<p>Check the working of the plugin in the video mentioned below &#8211;  <\/p>\n\n\n\n<div class=\"wp-block-wk-block-youtube-video wk-block--yt-video\"><div class=\"wk-block--yt-video-frame\"><div class=\"wk-block--yt-video-frame-request\" data-plyr-provider=\"youtube\" data-plyr-embed-id=\"iy6vvKbdnwQ\"><\/div><\/div><\/div>\n\n\n\n<div class=\"wk-index-wrap\"><div class=\"block-wrap\">\n<h3 class=\"wp-block-heading index-title\">Feature List <\/h3>\n<\/div><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li>This module helps the admin to create categories based on the image with the help of AI Prediction.<\/li>\n\n\n\n<li>It works for both the new and the existing products.<\/li>\n\n\n\n<li>As per the product image, it suggests some predefine categories to the admin.<\/li>\n\n\n\n<li>As per convenience, the store owner can assign that product to any of the listed categories.<\/li>\n\n\n\n<li>The store owner is able to assign a single product to the multi categories.<\/li>\n\n\n\n<li>This module facilitates the run time category creation.<\/li>\n\n\n\n<li>Also, that categories will list under the catalog too.<\/li>\n<\/ul>\n\n\n\n<div class=\"wk-index-wrap\"><div class=\"block-wrap\">\n<h3 class=\"wp-block-heading index-title\">Installation <\/h3>\n<\/div><\/div>\n\n\n\n<p>Customers will get a zip folder and they have to extract the contents of this zip folder on their system.<\/p>\n\n\n\n<p>The extracted folder has an src folder, inside the src folder you have the app folder. You need to transfer this app folder into the Magento2 root directory on the server as shown below:<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" src=\"http:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2016\/09\/Move-app-folder-2.png\" alt=\"Installation Of Magento2 Product Label\" loading=\"lazy\" \/><\/figure>\n<\/div>\n\n\n<p>After the successful installation, you have to run the command on Magento2 root directory-<strong>\u201cphp bin\/magento setup:upgrade\u201d<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" width=\"578\" height=\"109\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2016\/10\/cmd1-1.png\" alt=\"command-1\" class=\"wp-image-201324\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2016\/10\/cmd1-1.png 578w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2016\/10\/cmd1-1.png 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2016\/10\/cmd1-1.png 300w\" sizes=\"(max-width: 578px) 100vw, 578px\" loading=\"lazy\" \/><\/figure>\n<\/div>\n\n\n<p>Now run this command into the Magento2 root \u2013 \u201c<strong>php bin\/magento setup:di:compile<\/strong>\u201d<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" width=\"635\" height=\"128\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2016\/10\/cmd2-1.png\" alt=\"command-2\" class=\"wp-image-201325\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2016\/10\/cmd2-1.png 635w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2016\/10\/cmd2-1.png 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2016\/10\/cmd2-1.png 300w\" sizes=\"(max-width: 635px) 100vw, 635px\" loading=\"lazy\" \/><\/figure>\n<\/div>\n\n\n<p>Also, run this command into the Magento2 Root-&nbsp;<strong>\u201cphp bin\/magento setup:static-content:deploy\u201d<\/strong>&nbsp;You can refer the below screenshot.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" width=\"620\" height=\"122\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2016\/10\/cmd3-1.png\" alt=\"command-3\" class=\"wp-image-201326\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2016\/10\/cmd3-1.png 620w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2016\/10\/cmd3-1.png 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2016\/10\/cmd3-1.png 300w\" sizes=\"(max-width: 620px) 100vw, 620px\" loading=\"lazy\" \/><\/figure>\n<\/div>\n\n\n<p>Subsequently, after running the commands, you have to flush the cache from Magento admin panel by navigating through<strong>-&gt;System-&gt;Cache management<\/strong>&nbsp;as shown below.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><a href=\"http:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2016\/10\/4-13.png\"><img decoding=\"async\" src=\"http:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2016\/10\/4-13.png\" alt=\"Installation Of Magento2 Product Label\" loading=\"lazy\" \/><\/a><\/figure>\n<\/div>\n\n\n<div class=\"wk-index-wrap\"><div class=\"block-wrap\">\n<h3 class=\"wp-block-heading index-title\">Multi-Lingual Configuration<\/h3>\n<\/div><\/div>\n\n\n\n<p>For Multilingual support, please navigate to&nbsp;<strong>Store&gt;Configuration&gt;General &gt;Locale Options<\/strong>. And select your desired language from the&nbsp;<strong>Locale&nbsp;<\/strong>option.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2016\/05\/change-language-magento-2-locale.png\" alt=\"change language-magento 2 locale\" loading=\"lazy\" \/><\/figure>\n\n\n\n<div class=\"wk-index-wrap\"><div class=\"block-wrap\">\n<h3 class=\"wp-block-heading index-title\">Language Translation<\/h3>\n<\/div><\/div>\n\n\n\n<p>If you need to do the module translation, please navigate to the following path in your system\u00a0<strong>app\/code\/Webkul\/<strong>ImageKeywords<\/strong>\/\/i18n<\/strong>.<\/p>\n\n\n\n<p>Open the file named\u00a0<strong>en_US.CSV\u00a0<\/strong>for editing as shown in the below screenshot.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2017\/02\/22-3.png\" alt=\"Magento2 Change CSV language file\" loading=\"lazy\" \/><\/figure>\n<\/div>\n\n\n<p>Once you have opened the file for editing. Replace the words after the<strong>\u2020comma(,)<\/strong>\u2020on the right with your translated words.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2017\/02\/33-2.png\" alt=\"Magento2 Change Language\" loading=\"lazy\" \/><\/figure>\n<\/div>\n\n\n<p>After editing and translating the CSV file, you need to save the translated file name according to your region language and country code such as \u2013 de_DE.CSV. <\/p>\n\n\n\n<p>Then upload the translated file to the same folder from where you have obtained it. Now your module translation is complete.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2017\/02\/2016-05-02_16-25-34-3.png\" alt=\"Magento2 Change CSV Language file\" loading=\"lazy\" \/><\/figure>\n<\/div>\n\n\n<div class=\"wk-index-wrap\"><div class=\"block-wrap\">\n<h3 class=\"wp-block-heading index-title\">Module Workflow &#8211; Magento 2 AI Category Prediction<\/h3>\n<\/div><\/div>\n\n\n\n<p>The admin can use the AI category prediction while creating a new product or editing an existing one. <\/p>\n\n\n\n<p>Once the admin uploads the image of the product AI will give some predefined categories selection to them.<\/p>\n\n\n\n<p>For the reference, you can check the below image:<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"1186\" height=\"548\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/03\/seller1-conffffig-red-Products-Inventory-Catalog-Magento-Admin.png\" alt=\"Magento 2 AI Category Prediction\" class=\"wp-image-285611\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/03\/seller1-conffffig-red-Products-Inventory-Catalog-Magento-Admin.png 1186w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/03\/seller1-conffffig-red-Products-Inventory-Catalog-Magento-Admin-300x139.png 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/03\/seller1-conffffig-red-Products-Inventory-Catalog-Magento-Admin-250x116.png 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/03\/seller1-conffffig-red-Products-Inventory-Catalog-Magento-Admin-768x355.png 768w\" sizes=\"(max-width: 1186px) 100vw, 1186px\" loading=\"lazy\" \/><\/figure>\n<\/div>\n\n\n<p>In the above image, the admin has uploaded the product image. After that, they&#8217;ll see the list of predefined categories:<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"1195\" height=\"656\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/03\/seller1-conffffig-red-Products-Inventory-Catalog-Magento-Admin-1.png\" alt=\"Magento 2 AI Category Prediction\" class=\"wp-image-285612\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/03\/seller1-conffffig-red-Products-Inventory-Catalog-Magento-Admin-1.png 1195w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/03\/seller1-conffffig-red-Products-Inventory-Catalog-Magento-Admin-1-300x165.png 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/03\/seller1-conffffig-red-Products-Inventory-Catalog-Magento-Admin-1-250x137.png 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/03\/seller1-conffffig-red-Products-Inventory-Catalog-Magento-Admin-1-768x422.png 768w\" sizes=\"(max-width: 1195px) 100vw, 1195px\" loading=\"lazy\" \/><\/figure>\n<\/div>\n\n\n<p>From this list, the admin can decide the category for the product, and then that category will start showing under <strong>Categories <\/strong>of the current product.<\/p>\n\n\n\n<p>For the reference, you can check the below image:<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"902\" height=\"537\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/03\/seller1-conffffig-red-Products-Inventory-Catalog-Magento-Admin-2.png\" alt=\"Magento 2 AI Category Prediction\" class=\"wp-image-285614\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/03\/seller1-conffffig-red-Products-Inventory-Catalog-Magento-Admin-2.png 902w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/03\/seller1-conffffig-red-Products-Inventory-Catalog-Magento-Admin-2-300x179.png 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/03\/seller1-conffffig-red-Products-Inventory-Catalog-Magento-Admin-2-250x149.png 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/03\/seller1-conffffig-red-Products-Inventory-Catalog-Magento-Admin-2-768x457.png 768w\" sizes=\"(max-width: 902px) 100vw, 902px\" loading=\"lazy\" \/><\/figure>\n<\/div>\n\n\n<p>Once the admin has assigned the category to the product, they can see the same category under the catalog.<\/p>\n\n\n\n<p>For the reference, you can check below snapshot:<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"1181\" height=\"893\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/03\/Default-Category-ID-2-Categories-Inventory-Catalog-Magento-Admin.png\" alt=\"Magento 2 AI Category Prediction\" class=\"wp-image-285636\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/03\/Default-Category-ID-2-Categories-Inventory-Catalog-Magento-Admin.png 1181w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/03\/Default-Category-ID-2-Categories-Inventory-Catalog-Magento-Admin-300x227.png 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/03\/Default-Category-ID-2-Categories-Inventory-Catalog-Magento-Admin-250x189.png 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/03\/Default-Category-ID-2-Categories-Inventory-Catalog-Magento-Admin-768x581.png 768w\" sizes=\"(max-width: 1181px) 100vw, 1181px\" loading=\"lazy\" \/><\/figure>\n<\/div>\n\n\n<p>That\u2019s all for the\u00a0<strong><strong>AI Category Prediction for Magento 2<\/strong><\/strong>.\u00a0You may also check our top-quality <a href=\"https:\/\/store.webkul.com\/Magento-2\/magento2-ai-extensions.html\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Magento 2 AI Extensions<\/strong><\/a>.<\/p>\n\n\n\n<p>Still have any issue feel free to add a ticket and let us know your views to make the module better\u00a0<a href=\"http:\/\/webkul.uvdesk.com\/\">http:\/\/webkul.uvdesk.com\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Magento 2 AI Category Prediction module helps the store owner to create categories based on the product images. It takes the help of AI Prediction. This module works for the existing as well as for the new products. Once the store admin uploads the images for the product, it suggests some predefined categories. The admin <a href=\"https:\/\/webkul.com\/blog\/magento2-ai-category-prediction\/\">[&#8230;]<\/a><\/p>\n","protected":false},"author":255,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-285545","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Magento 2 AI Category Prediction | Product Recommendations<\/title>\n<meta name=\"description\" content=\"Magento 2 AI Category Prediction helps the store owner to create categories based on the product images with the help of AI Prediction.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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