{"id":294822,"date":"2021-07-06T11:46:56","date_gmt":"2021-07-06T11:46:56","guid":{"rendered":"https:\/\/webkul.com\/blog\/?p=294822"},"modified":"2025-02-20T11:18:35","modified_gmt":"2025-02-20T11:18:35","slug":"opencart-ai-category-prediction","status":"publish","type":"post","link":"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/","title":{"rendered":"AI Category Prediction for OpenCart"},"content":{"rendered":"\n<p><strong>AI Category Prediction for OpenCart:<\/strong> This extension helps the Store Owner to create a category for the product based on its images. Once the store owner uploads the image of a product, it recommends some predefined categories as result for that product based on its image.<\/p>\n\n\n\n<p>This module is using the Artificial Intelligence technique to predict the category by using the product image. With the help of this module, the admin does not need to create categories each and every time for a new product as it automatically recommends the category for a particular product from its uploaded image. Admin just needs to select the suggested categories and the product will get assigned to this category.<\/p>\n\n\n\n<p>Check a brief overview of the plugin &#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=\"zHBP7mSVV6M\"><\/div><\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Features List<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The Admin can create categories based on the uploaded image of the product with the help of AI prediction.<\/li>\n\n\n\n<li>It works for both new and existing products.<\/li>\n\n\n\n<li>It recommends some predefined categories as per the image of the product.<\/li>\n\n\n\n<li>The Admin can assign the product to the recommended list of categories.<\/li>\n\n\n\n<li>If the top option is enabled at the time of creating a category then the new category will be added to the top of the menu bar in the front end view.<\/li>\n\n\n\n<li>Selected category will be visible in the catalog section under category option and link tab of the product.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Installation: <strong>AI Category Prediction for OpenCart<\/strong><\/h2>\n\n\n\n<p>The installation of&nbsp;<strong><strong>AI Category Prediction for OpenCart<\/strong>&nbsp;<\/strong>for Opencart is very simple. First, extract the downloaded zip file. After that, open the correct Opencart Version Folder. According to Opencart Version installed in your system.<\/p>\n\n\n\n<p>Then, upload the&nbsp;<strong>admin <\/strong>folder in the&nbsp;Opencart root directory.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"655\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/selection_077-1-1200x655.png\" alt=\"selection_077-1\" class=\"wp-image-294834\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/selection_077-1-1200x655.png 1200w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/selection_077-1-300x164.png 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/selection_077-1-250x137.png 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/selection_077-1-768x419.png 768w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/selection_077-1.png 1293w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<p>Once you have uploaded the file then login to admin and go to&nbsp;<strong>Extensions &gt; Installer<\/strong>&nbsp;and upload the .zip file-&nbsp;<strong>category_predication.ocmod.zip<\/strong>. The zip file can be found in the&nbsp;<strong>ocmod&nbsp;<\/strong>folder for 3.x.x.x version and .xml file for 2.x.x.x version.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"614\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/extension-installer-1200x614.png\" alt=\"extension-installer\" class=\"wp-image-294836\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/extension-installer-1200x614.png 1200w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/extension-installer-300x153.png 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/extension-installer-250x128.png 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/extension-installer-768x393.png 768w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/extension-installer.png 1243w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<p>After uploading the zip file go to the&nbsp;<strong>Extensions &gt; Modifications&nbsp;<\/strong>and click on the refresh field.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"599\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/Modifications-1-1200x599.png\" alt=\"Modifications-1\" class=\"wp-image-295878\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/Modifications-1-1200x599.png 1200w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/Modifications-1-300x150.png 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/Modifications-1-250x125.png 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/Modifications-1-768x383.png 768w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/Modifications-1.png 1273w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<p>After that, go to&nbsp;<strong>System &gt; Users &gt; User Groups<\/strong>. And then edit \u2018<strong>Administrator<\/strong>\u2019. Select the shown checkboxes for both&nbsp;<strong>Access Permission<\/strong>&nbsp;and&nbsp;<strong>Modify Permission<\/strong>&nbsp;and&nbsp;<strong>Save<\/strong>&nbsp;it.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"602\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/user-group-1-1200x602.png\" alt=\"user-group-1\" class=\"wp-image-294840\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/user-group-1-1200x602.png 1200w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/user-group-1-300x150.png 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/user-group-1-250x125.png 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/user-group-1-768x385.png 768w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/user-group-1.png 1266w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<p>Now navigate to&nbsp;<strong>Extensions &gt; Extensions &gt; Modules.&nbsp;<\/strong>Find<strong>&nbsp;Category Prediction&nbsp;<\/strong>from the list. Click the&nbsp;<strong>Install<\/strong>&nbsp;button as visible in the screenshot below.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1044\" height=\"1024\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/image_part_001-1044x1024.jpg\" alt=\"image_part_001\" class=\"wp-image-294843\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/image_part_001-1044x1024.jpg 1044w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/image_part_001-300x294.jpg 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/image_part_001-250x245.jpg 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/image_part_001-768x753.jpg 768w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/image_part_001.jpg 1294w\" sizes=\"(max-width: 1044px) 100vw, 1044px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Module Configuration: <strong>AI Category Prediction for OpenCart<\/strong><\/h2>\n\n\n\n<p>After the successful installation of the extension<strong>&nbsp;<strong><strong><strong>AI Category Prediction for OpenCart<\/strong><\/strong>.<\/strong><\/strong> To configure the extension. Firstly, in the sidebar menu go to&nbsp;<strong>Extensions &gt; Extensions &gt; Modules.<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"599\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/Dashboard-1-1200x599.png\" alt=\"Dashboard-1\" class=\"wp-image-294847\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/Dashboard-1-1200x599.png 1200w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/Dashboard-1-300x150.png 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/Dashboard-1-250x125.png 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/Dashboard-1-768x383.png 768w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/Dashboard-1.png 1274w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<p>Further, click on the edit button next to Category Prediction for OpenCart.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"601\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/module-configuration-cate-1200x601.png\" alt=\"module-configuration-cate\" class=\"wp-image-294848\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/module-configuration-cate-1200x601.png 1200w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/module-configuration-cate-300x150.png 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/module-configuration-cate-250x125.png 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/module-configuration-cate-768x385.png 768w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/module-configuration-cate.png 1261w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<p>After clicking on the edit button that navigates to the below settings<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"591\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/category-prediction-1-1200x591.png\" alt=\"category-prediction-1\" class=\"wp-image-294855\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/category-prediction-1-1200x591.png 1200w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/category-prediction-1-300x148.png 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/category-prediction-1-250x123.png 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/category-prediction-1-768x378.png 768w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/category-prediction-1.png 1285w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<p>Here, the admin has to enable the status of the module and enable the Top option. If the Top option is enabled at the time of category creation then the new category will be added to the top of the menu bar in the front-end view. <\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"551\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/front-end-categ-2-1200x551.png\" alt=\"front-end-categ-2\" class=\"wp-image-295883\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/front-end-categ-2-1200x551.png 1200w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/front-end-categ-2-300x138.png 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/front-end-categ-2-250x115.png 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/front-end-categ-2-768x353.png 768w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/front-end-categ-2.png 1260w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Module Workflow: <strong><strong>AI Category Prediction for OpenCart<\/strong><\/strong><\/h2>\n\n\n\n<p>The Admin can use this extension at the time of adding a new product or editing the existing product. When the admin uploads the image of the product AI will provide some recommendations for the category selection as shown below:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"550\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/category-prediction-2-1-1200x550.png\" alt=\"category-prediction-2-1\" class=\"wp-image-295874\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/category-prediction-2-1-1200x550.png 1200w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/category-prediction-2-1-300x138.png 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/category-prediction-2-1-250x115.png 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/category-prediction-2-1-768x352.png 768w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/category-prediction-2-1.png 1252w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<p>Here,  After selecting the category from the suggestions admin will see two options <strong>Add <\/strong>and <strong>Add &amp; Select <\/strong>in front of the selection to add the category.<\/p>\n\n\n\n<p><strong>Add:<\/strong> By clicking the Add button, the system adds the category to the catalog section under categories, meaning it only creates a category.<\/p>\n\n\n\n<p><strong>Add &amp; Select: <\/strong>By clicking the <strong>Add &amp; Select<\/strong> button, the system adds the category to the catalog section under the category option and assigns it to the product.<\/p>\n\n\n\n<p><strong>NOTE:<\/strong> If a suggested category already exists then by clicking on <strong>Add &amp; Select <\/strong>the existing category will be assigned to the product as a duplicate category cannot be imported. <\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"538\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/category-prediction-7-1-1200x538.png\" alt=\"category-prediction-7-1\" class=\"wp-image-295885\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/category-prediction-7-1-1200x538.png 1200w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/category-prediction-7-1-300x134.png 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/category-prediction-7-1-250x112.png 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/category-prediction-7-1-768x344.png 768w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/category-prediction-7-1-604x270.png 604w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/category-prediction-7-1.png 1268w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<p>That\u2019s all for the&nbsp;<strong><strong><strong>AI Category Prediction for OpenCart<\/strong><\/strong><\/strong>.&nbsp;Still have any issue feel free to add a ticket and let us know your views to make the module better&nbsp;<a href=\"http:\/\/webkul.uvdesk.com\/\">http:\/\/webkul.uvdesk.com\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI Category Prediction for OpenCart: This extension helps the Store Owner to create a category for the product based on its images. Once the store owner uploads the image of a product, it recommends some predefined categories as result for that product based on its image. This module is using the Artificial Intelligence technique to <a href=\"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/\">[&#8230;]<\/a><\/p>\n","protected":false},"author":351,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-294822","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>AI Category Prediction for OpenCart | Auto Generated Category<\/title>\n<meta name=\"description\" content=\"This module provides AI-based prediction for category suggestions for the uploaded image of the product to add a it.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Category Prediction for OpenCart | Auto Generated Category\" \/>\n<meta property=\"og:description\" content=\"This module provides AI-based prediction for category suggestions for the uploaded image of the product to add a it.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/\" \/>\n<meta property=\"og:site_name\" content=\"Webkul Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/webkul\/\" \/>\n<meta property=\"article:published_time\" content=\"2021-07-06T11:46:56+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-02-20T11:18:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/webkul.com\/blog\/wp-content\/uploads\/2021\/07\/selection_077-1-1200x655.png\" \/>\n<meta name=\"author\" content=\"Ritika Singh\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@webkul\" \/>\n<meta name=\"twitter:site\" content=\"@webkul\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Ritika Singh\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/\"},\"author\":{\"name\":\"Ritika Singh\",\"@id\":\"https:\/\/webkul.com\/blog\/#\/schema\/person\/2be18ad1674148c5a51689dbb9f390fd\"},\"headline\":\"AI Category Prediction for OpenCart\",\"datePublished\":\"2021-07-06T11:46:56+00:00\",\"dateModified\":\"2025-02-20T11:18:35+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/\"},\"wordCount\":725,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/webkul.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/webkul.com\/blog\/wp-content\/uploads\/2021\/07\/selection_077-1-1200x655.png\",\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/\",\"url\":\"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/\",\"name\":\"AI Category Prediction for OpenCart | Auto Generated Category\",\"isPartOf\":{\"@id\":\"https:\/\/webkul.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/webkul.com\/blog\/wp-content\/uploads\/2021\/07\/selection_077-1-1200x655.png\",\"datePublished\":\"2021-07-06T11:46:56+00:00\",\"dateModified\":\"2025-02-20T11:18:35+00:00\",\"description\":\"This module provides AI-based prediction for category suggestions for the uploaded image of the product to add a it.\",\"breadcrumb\":{\"@id\":\"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/#primaryimage\",\"url\":\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/selection_077-1.png\",\"contentUrl\":\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/selection_077-1.png\",\"width\":1293,\"height\":706,\"caption\":\"selection_077-1\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/webkul.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI Category Prediction for OpenCart\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/webkul.com\/blog\/#website\",\"url\":\"https:\/\/webkul.com\/blog\/\",\"name\":\"Webkul Blog\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/webkul.com\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/webkul.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/webkul.com\/blog\/#organization\",\"name\":\"WebKul Software Private Limited\",\"url\":\"https:\/\/webkul.com\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/webkul.com\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/08\/webkul-logo-accent-sq.png\",\"contentUrl\":\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/08\/webkul-logo-accent-sq.png\",\"width\":380,\"height\":380,\"caption\":\"WebKul Software Private Limited\"},\"image\":{\"@id\":\"https:\/\/webkul.com\/blog\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/webkul\/\",\"https:\/\/x.com\/webkul\",\"https:\/\/www.instagram.com\/webkul\/\",\"https:\/\/www.linkedin.com\/company\/webkul\",\"https:\/\/www.youtube.com\/user\/webkul\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/webkul.com\/blog\/#\/schema\/person\/2be18ad1674148c5a51689dbb9f390fd\",\"name\":\"Ritika Singh\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/webkul.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/50b669c1b67c9f65ddf1b10a089e297bc03690c42bb6ac9cd4f124b858b1d6ac?s=96&d=https%3A%2F%2Fcdnblog.webkul.com%2Fblog%2Fwp-content%2Fuploads%2F2019%2F10%2Feva.png&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/50b669c1b67c9f65ddf1b10a089e297bc03690c42bb6ac9cd4f124b858b1d6ac?s=96&d=https%3A%2F%2Fcdnblog.webkul.com%2Fblog%2Fwp-content%2Fuploads%2F2019%2F10%2Feva.png&r=g\",\"caption\":\"Ritika Singh\"},\"url\":\"https:\/\/webkul.com\/blog\/author\/ritikasingh-bd175\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AI Category Prediction for OpenCart | Auto Generated Category","description":"This module provides AI-based prediction for category suggestions for the uploaded image of the product to add a it.","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:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/","og_locale":"en_US","og_type":"article","og_title":"AI Category Prediction for OpenCart | Auto Generated Category","og_description":"This module provides AI-based prediction for category suggestions for the uploaded image of the product to add a it.","og_url":"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/","og_site_name":"Webkul Blog","article_publisher":"https:\/\/www.facebook.com\/webkul\/","article_published_time":"2021-07-06T11:46:56+00:00","article_modified_time":"2025-02-20T11:18:35+00:00","og_image":[{"url":"https:\/\/webkul.com\/blog\/wp-content\/uploads\/2021\/07\/selection_077-1-1200x655.png","type":"","width":"","height":""}],"author":"Ritika Singh","twitter_card":"summary_large_image","twitter_creator":"@webkul","twitter_site":"@webkul","twitter_misc":{"Written by":"Ritika Singh","Est. reading time":"6 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/#article","isPartOf":{"@id":"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/"},"author":{"name":"Ritika Singh","@id":"https:\/\/webkul.com\/blog\/#\/schema\/person\/2be18ad1674148c5a51689dbb9f390fd"},"headline":"AI Category Prediction for OpenCart","datePublished":"2021-07-06T11:46:56+00:00","dateModified":"2025-02-20T11:18:35+00:00","mainEntityOfPage":{"@id":"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/"},"wordCount":725,"commentCount":0,"publisher":{"@id":"https:\/\/webkul.com\/blog\/#organization"},"image":{"@id":"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/#primaryimage"},"thumbnailUrl":"https:\/\/webkul.com\/blog\/wp-content\/uploads\/2021\/07\/selection_077-1-1200x655.png","inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/","url":"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/","name":"AI Category Prediction for OpenCart | Auto Generated Category","isPartOf":{"@id":"https:\/\/webkul.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/#primaryimage"},"image":{"@id":"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/#primaryimage"},"thumbnailUrl":"https:\/\/webkul.com\/blog\/wp-content\/uploads\/2021\/07\/selection_077-1-1200x655.png","datePublished":"2021-07-06T11:46:56+00:00","dateModified":"2025-02-20T11:18:35+00:00","description":"This module provides AI-based prediction for category suggestions for the uploaded image of the product to add a it.","breadcrumb":{"@id":"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/#primaryimage","url":"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/selection_077-1.png","contentUrl":"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/07\/selection_077-1.png","width":1293,"height":706,"caption":"selection_077-1"},{"@type":"BreadcrumbList","@id":"https:\/\/webkul.com\/blog\/opencart-ai-category-prediction\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/webkul.com\/blog\/"},{"@type":"ListItem","position":2,"name":"AI Category Prediction for OpenCart"}]},{"@type":"WebSite","@id":"https:\/\/webkul.com\/blog\/#website","url":"https:\/\/webkul.com\/blog\/","name":"Webkul Blog","description":"","publisher":{"@id":"https:\/\/webkul.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/webkul.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/webkul.com\/blog\/#organization","name":"WebKul Software Private Limited","url":"https:\/\/webkul.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/webkul.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/08\/webkul-logo-accent-sq.png","contentUrl":"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/08\/webkul-logo-accent-sq.png","width":380,"height":380,"caption":"WebKul Software Private Limited"},"image":{"@id":"https:\/\/webkul.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/webkul\/","https:\/\/x.com\/webkul","https:\/\/www.instagram.com\/webkul\/","https:\/\/www.linkedin.com\/company\/webkul","https:\/\/www.youtube.com\/user\/webkul\/"]},{"@type":"Person","@id":"https:\/\/webkul.com\/blog\/#\/schema\/person\/2be18ad1674148c5a51689dbb9f390fd","name":"Ritika Singh","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/webkul.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/50b669c1b67c9f65ddf1b10a089e297bc03690c42bb6ac9cd4f124b858b1d6ac?s=96&d=https%3A%2F%2Fcdnblog.webkul.com%2Fblog%2Fwp-content%2Fuploads%2F2019%2F10%2Feva.png&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/50b669c1b67c9f65ddf1b10a089e297bc03690c42bb6ac9cd4f124b858b1d6ac?s=96&d=https%3A%2F%2Fcdnblog.webkul.com%2Fblog%2Fwp-content%2Fuploads%2F2019%2F10%2Feva.png&r=g","caption":"Ritika Singh"},"url":"https:\/\/webkul.com\/blog\/author\/ritikasingh-bd175\/"}]}},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/webkul.com\/blog\/wp-json\/wp\/v2\/posts\/294822","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/webkul.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/webkul.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/webkul.com\/blog\/wp-json\/wp\/v2\/users\/351"}],"replies":[{"embeddable":true,"href":"https:\/\/webkul.com\/blog\/wp-json\/wp\/v2\/comments?post=294822"}],"version-history":[{"count":13,"href":"https:\/\/webkul.com\/blog\/wp-json\/wp\/v2\/posts\/294822\/revisions"}],"predecessor-version":[{"id":483681,"href":"https:\/\/webkul.com\/blog\/wp-json\/wp\/v2\/posts\/294822\/revisions\/483681"}],"wp:attachment":[{"href":"https:\/\/webkul.com\/blog\/wp-json\/wp\/v2\/media?parent=294822"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/webkul.com\/blog\/wp-json\/wp\/v2\/categories?post=294822"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/webkul.com\/blog\/wp-json\/wp\/v2\/tags?post=294822"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}