{"id":4242,"date":"2021-06-17T08:32:42","date_gmt":"2021-06-17T08:32:42","guid":{"rendered":"https:\/\/evolphin.com\/learn\/?p=4242"},"modified":"2022-06-22T21:49:20","modified_gmt":"2022-06-22T21:49:20","slug":"how-to-train-the-ai-face-recognition-engine","status":"publish","type":"post","link":"https:\/\/evolphin.com\/learn\/evolphin-zoom\/media-managers\/organize-content\/metadata\/ai-driven-metadata\/how-to-train-the-ai-face-recognition-engine\/","title":{"rendered":"How to Train the AI Face Recognition Engine"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4242\" class=\"elementor elementor-4242\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-75bc860 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"75bc860\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c06ecf8\" data-id=\"c06ecf8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b0e7eab elementor-widget elementor-widget-text-editor\" data-id=\"b0e7eab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><a style=\"background-color: #ffffff; font-family: 'Roboto Slab', sans-serif; font-size: 13.6px;\" href=\"https:\/\/evolphin.com\/learn\/\" target=\"_blank\" rel=\"noopener\">Home<\/a><span style=\"font-family: 'Roboto Slab', sans-serif; font-size: 13.6px;\">\u00a0<\/span><span style=\"font-family: 'Roboto Slab', sans-serif; font-size: 13.6px;\">\u203a <a href=\"https:\/\/evolphin.com\/learn\/evolphin-zoom\/zoom-for-media-manager\/\" target=\"_blank\" rel=\"noopener\">Media Managers<\/a> \u203a <a href=\"https:\/\/evolphin.com\/learn\/evolphin-zoom\/media-managers\/organize-content\/\" target=\"_blank\" rel=\"noopener\">Organize Content<\/a> \u203a <a href=\"https:\/\/evolphin.com\/learn\/evolphin-zoom\/media-managers\/organize-content\/metadata\/\" target=\"_blank\" rel=\"noopener\">Metadata<\/a> \u203a <a href=\"https:\/\/evolphin.com\/learn\/evolphin-zoom\/media-managers\/organize-content\/metadata\/ai-driven-metadata\/\" target=\"_blank\" rel=\"noopener\">AI Driven Metadata<\/a><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c0b03e1 elementor-widget elementor-widget-heading\" data-id=\"c0b03e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">How to Train the AI Face Recognition Engine<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0b8f996 elementor-widget elementor-widget-text-editor\" data-id=\"0b8f996\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Zoom allows you to train the face recognition engine to recognize one or more faces with a custom label that represents a person\u2019s name. Once you finish training, you can then use Zoom\u2019s AI Hub to recognize all the faces in images that match the trained faces. After that, you can search by person\u2019s name across millions of images and find matching faces in these images.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6910f19 evolphin-bullet-arrow elementor-widget elementor-widget-text-editor\" data-id=\"6910f19\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">In this article, we cover how to train our face recognition engine. For each person that you wish to recognize, you will need to create 5-10 cropped images for each age group for a person.\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b3f81e7 elementor-widget elementor-widget-heading\" data-id=\"b3f81e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The process<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-589d23e uael-timeline--center uael-timeline-responsive-tablet uael-timeline-arrow-center elementor-widget elementor-widget-uael-timeline\" data-id=\"589d23e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"uael-timeline.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"uael-timeline-wrapper uael-timeline-node\">\n\t\n\t<div class=\"uael-timeline-shadow-yes uael-timeline-main\">\n\t\t<div class=\"uael-days\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-repeater-item-a36e4b9 uael-timeline-field animate-border out-view\">\n\t\t\t\t\t\t<div class=\"uael-timeline-widget uael-timeline-right\">\n\t\t\t\t\t\t\t<div class=\"uael-timeline-marker\">\n\t\t\t\t\t\t\t\t<span class=\"timeline-icon-new out-view-timeline-icon\">\n\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-circle\"><\/i>\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"uael-day-new uael-day-right\">\n\t\t\t\t\t\t\t\t<div class=\"uael-events-new\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"uael-events-inner-new\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"uael-timeline-date-hide uael-date-inner\"><div class=\"inner-date-new\"><p >Training<\/p><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"uael-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"uael-timeline-heading-text\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h4 class=\"uael-timeline-heading\">Crop &#038; Label Faces<\/h4>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"uael-timeline-desc-content\"> <ul><li style=\"text-align: left\">Add cropped faces of the persons of interest to create a training set in Zoom<\/li><li style=\"text-align: left\">Label faces with the person\u2019s name using metadata in Zoom<\/li><li style=\"text-align: left\">Use the training set to train the AI Face recognition engine on your custom faces.<\/li><\/ul><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"uael-timeline-arrow\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"uael-timeline-date-new\">\n\t\t\t\t\t\t\t\t\t<div class=\"uael-date-new\"><div class=\"inner-date-new\"><div >Training<\/div><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-repeater-item-ad141d3 uael-timeline-field animate-border out-view\">\n\t\t\t\t\t\t<div class=\"uael-timeline-widget uael-timeline-left\">\n\t\t\t\t\t\t\t<div class=\"uael-timeline-marker\">\n\t\t\t\t\t\t\t\t<span class=\"timeline-icon-new out-view-timeline-icon\">\n\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-circle\"><\/i>\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"uael-day-new uael-day-left\">\n\t\t\t\t\t\t\t\t<div class=\"uael-events-new\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"uael-events-inner-new\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"uael-timeline-date-hide uael-date-inner\"><div class=\"inner-date-new\"><p >Inference<\/p><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"uael-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"uael-timeline-heading-text\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h4 class=\"uael-timeline-heading\">Face Recognition<\/h4>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"uael-timeline-desc-content\"> <ul><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Recognize specific persons in millions of images using Zoom\u2019s AI Hub<\/span><\/li><li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Search based on a person name and find the matching images and location of faces in them<\/span><\/li><\/ul><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"uael-timeline-arrow\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"uael-timeline-date-new\">\n\t\t\t\t\t\t\t\t\t<div class=\"uael-date-new\"><div class=\"inner-date-new\"><div >Inference<\/div><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"uael-timeline__line\">\n\t\t\t<div class=\"uael-timeline__line__inner\"><\/div>\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1ad9dd9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1ad9dd9\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-bb62695\" data-id=\"bb62695\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-11ce58f elementor-widget elementor-widget-heading\" data-id=\"11ce58f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Before you begin<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a620eef evolphin-bullet-arrow elementor-widget elementor-widget-text-editor\" data-id=\"a620eef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">You should have access to a library of images that represent a person. You should be able to use the\u00a0 Zoom photo cropping tool or have access to a photo editing software such as Adobe Photoshop.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1a9c9fa elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1a9c9fa\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-64d2b77\" data-id=\"64d2b77\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c0d5923 elementor-widget elementor-widget-heading\" data-id=\"c0d5923\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Prerequisites<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-91e7f7d evolphin-bullet-arrow elementor-widget elementor-widget-text-editor\" data-id=\"91e7f7d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li aria-level=\"1\">Your media manager has configured the Zoom AI Hub to pick up your unrecognized images and run AI Face Recognition using the training set you will create.<\/li><li aria-level=\"1\">You must have access to the Zoom desktop apps<\/li><li aria-level=\"1\">You must be in a <i>projectadmin<\/i> role, who can execute AI face training jobs using the Zoom Asset Browser app on the desktop.<\/li><li aria-level=\"1\">You must be prepared to iterate over the training process a few times with a set of test images till you are happy with the recognition.<\/li><li aria-level=\"1\">Follow the <a href=\"#training-guideline\">guidelines<\/a> below for creating the training set.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-66b7f3b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"66b7f3b\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-58af9ac\" data-id=\"58af9ac\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-646637b elementor-widget elementor-widget-heading\" data-id=\"646637b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Benefits<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c17baa4 evolphin-bullet-arrow elementor-widget elementor-widget-text-editor\" data-id=\"c17baa4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The Zoom face Training process allows you to:<\/span><\/p><ul><li>Create a grouping of cropped faces to be used as a training set.<\/li><li aria-level=\"1\">Once you add sufficient cropped images for a person, you can let the AI recognize the person from any number of images you have in the Zoom repository.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-61f794c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"61f794c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7476de78\" data-id=\"7476de78\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0a984eb elementor-widget elementor-widget-heading\" data-id=\"0a984eb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Procedure<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-771ddc1 elementor-widget elementor-widget-heading\" data-id=\"771ddc1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Step 1: Create a folder structure for training set<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d3544fb evolphin-circle-steps  elementor-widget elementor-widget-text-editor\" data-id=\"2d3544fb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>We require arranging the cropped images in age specific folder structure in Zoom. Create a project vault or a subfolder under an existing Zoom Project vault called \u201c<strong>AI Training<\/strong>\u201d that will hold the cropped images you will use for training. The default sub-folder location where the training set should reside is: <strong>\/AI Training\/Face Dataset\/&lt;Person Name&gt;\/&lt;Age Range&gt;. <\/strong>For example:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1d6e7c60 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"1d6e7c60\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1040\" height=\"545\" src=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Arrange-Face-Training-Dataset.png\" class=\"attachment-full size-full wp-image-5238\" alt=\"\" srcset=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Arrange-Face-Training-Dataset.png 1040w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Arrange-Face-Training-Dataset-300x157.png 300w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Arrange-Face-Training-Dataset-1024x537.png 1024w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Arrange-Face-Training-Dataset-768x402.png 768w\" sizes=\"(max-width: 1040px) 100vw, 1040px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0f6e16f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0f6e16f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a15b03d\" data-id=\"a15b03d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4c56da3 elementor-widget elementor-widget-heading\" data-id=\"4c56da3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Step 2: Name your crop angle<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ada133 evolphin-circle-steps  elementor-widget elementor-widget-text-editor\" data-id=\"4ada133\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Under the age based sub folder, add your cropped images (PNG or JPEG) with meaningful names or use a Zoom custom metadata field to track the shot angle. For example:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f3926e elementor-invisible elementor-widget elementor-widget-image\" data-id=\"3f3926e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1050\" height=\"410\" src=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Label-Faces.png\" class=\"attachment-full size-full wp-image-5239\" alt=\"\" srcset=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Label-Faces.png 1050w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Label-Faces-300x117.png 300w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Label-Faces-1024x400.png 1024w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Label-Faces-768x300.png 768w\" sizes=\"(max-width: 1050px) 100vw, 1050px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-51ad6ea elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"51ad6ea\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-aec2758\" data-id=\"aec2758\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4d80d3d elementor-widget elementor-widget-heading\" data-id=\"4d80d3d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Step 3: Label the faces<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-93daac4 evolphin-circle-steps  elementor-widget elementor-widget-text-editor\" data-id=\"93daac4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">For each of the cropped images per the guidelines below, after ingesting them into the Zoom repository, please attach a label using a metadata field: <strong>AI CONTROL::Face Label<\/strong><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a558245 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"a558245\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"900\" height=\"956\" src=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Label-2.png\" class=\"attachment-full size-full wp-image-4292\" alt=\"\" srcset=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Label-2.png 900w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Label-2-282x300.png 282w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Label-2-768x816.png 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3aa8c81 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3aa8c81\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6194ab9\" data-id=\"6194ab9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7ae34d0 elementor-widget elementor-widget-heading\" data-id=\"7ae34d0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Step 4: Submit the Training Set<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32f7f10 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"32f7f10\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"897\" height=\"654\" src=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Submit-AI-Face-Training.png\" class=\"attachment-full size-full wp-image-5241\" alt=\"\" srcset=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Submit-AI-Face-Training.png 897w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Submit-AI-Face-Training-300x219.png 300w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Submit-AI-Face-Training-768x560.png 768w\" sizes=\"(max-width: 897px) 100vw, 897px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a47f3fa evolphin-circle-steps  elementor-widget elementor-widget-text-editor\" data-id=\"a47f3fa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Once you have completed creating the training set, submit it to the Zoom AI hub using the <em>Asset Browser \u203a Create Job \u203a AI Face Training<\/em> as following:<\/p><ol><li>Go to the AI Training project in Asset Browser Browser View.<\/li><li>Right click on the <strong>AI Training\/Face Dataset<\/strong> folder.<\/li><li>Select Create Job.<\/li><li>Select AI Face Training as Template.<\/li><li>Select AI Face Training as Form.<\/li><li>Click on the button Create.<\/li><\/ol><p>This will submit the AI Face Training Job to the Zoom AI hub.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f11292e elementor-alert-warning elementor-widget elementor-widget-alert\" data-id=\"f11292e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"alert.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-alert\" role=\"alert\">\n\n\t\t\t\t\t\t<span class=\"elementor-alert-title\">Smart Sync in AI Face Training Job<\/span>\n\t\t\t\n\t\t\t\t\t\t<span class=\"elementor-alert-description\">AI Face Training job is always performed on the whole Face Dataset folder irrespective of from which folder or asset you have created the job. This allows the Zoom AI Hub to detect all the changes in the training set in one go and sync just the changes from the data set folder to the AI training module saving valuable time tracking and updating the data set. This smart feature is possible due to the version management that is built into the Zoom system.<\/span>\n\t\t\t\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-acd6731 elementor-widget elementor-widget-text-editor\" data-id=\"acd6731\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>When to re-submit a training job?<\/strong> <\/p><p>You should re-submit the AI face training job in following scenarios:<\/p><ul><li>If a new face is added to the training dataset under the <strong>\/AI Training\/Face Dataset\/<\/strong> folder.<\/li><li>If you edit a person\u2019s face name in the <strong>Face Label<\/strong> metadata field.<\/li><li>If you delete a face from a training dataset.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b143d02 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b143d02\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-efa1679\" data-id=\"efa1679\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-08a1aa9 elementor-widget elementor-widget-heading\" data-id=\"08a1aa9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Step 5: Check the Face Training Status<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9a6ab71 evolphin-circle-steps  elementor-widget elementor-widget-text-editor\" data-id=\"9a6ab71\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Once an AI Face Training job is submitted, you will receive various emails about your job status.<\/p><p>You will be notified by email:<\/p><ul><li>When the training job starts.<\/li><li>When the training job completes.<\/li><li>When the training job fails.<br \/><br \/><\/li><\/ul><p>In case of errors, you can view the errors in the email attachment. Please <strong>resolve the errors<\/strong> before submitting the training job again.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-36a7b5e elementor-alert-danger elementor-widget elementor-widget-alert\" data-id=\"36a7b5e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"alert.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-alert\" role=\"alert\">\n\n\t\t\t\t\t\t<span class=\"elementor-alert-title\">Wait for AI Training to Finish<\/span>\n\t\t\t\n\t\t\t\t\t\t<span class=\"elementor-alert-description\">Do not submit a Face Recognition job as described below, until Face Training is finished.<\/span>\n\t\t\t\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9117267 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9117267\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e280a7d\" data-id=\"e280a7d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b25dfb8 elementor-widget elementor-widget-heading\" data-id=\"b25dfb8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Step : Perform Face Recognition<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-900c25c elementor-invisible elementor-widget elementor-widget-image\" data-id=\"900c25c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1085\" height=\"785\" src=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Set-Face-Recognition-Metadata-to-Submitted.png\" class=\"attachment-full size-full wp-image-5240\" alt=\"\" srcset=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Set-Face-Recognition-Metadata-to-Submitted.png 1085w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Set-Face-Recognition-Metadata-to-Submitted-300x217.png 300w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Set-Face-Recognition-Metadata-to-Submitted-1024x741.png 1024w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Set-Face-Recognition-Metadata-to-Submitted-768x556.png 768w\" sizes=\"(max-width: 1085px) 100vw, 1085px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6045326 evolphin-circle-steps  elementor-widget elementor-widget-text-editor\" data-id=\"6045326\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Once <strong>training<\/strong> is <strong>completed<\/strong>, you are ready to submit your images for AI based face recognition.<\/p><ol><li><p>Sign-in to Zoom Asset Browser or the Desktop\/Web Client. Select the images on which you want to run the Face Recognition on.<\/p><\/li><li><p>Click on Edit Metadata in Zoom Desktop\/Web Client or use the Asset Browser to edit the metadata. Set the <strong>AI CONTROL:Face Recognition<\/strong> metadata to <strong>Submitted<\/strong>.<\/p><p><span style=\"color: #0000ff;\">Setting the Face Recognition metadata to Submitted will trigger the AI recognition job on the server. This has financial implications especially if you submit large image batches.<\/span><\/p><\/li><li><p>Once the face recognition job has started, this metadata will change to <strong>Running<\/strong>. And once the job is done, this metadata will change to <strong>Finished<\/strong> or <strong>Failed<\/strong>. Face recognition jobs can fail if the AI Hub configuration is invalid.<\/p><p>To find out why Face Recognition jobs have failed, you need to use the Web based <strong>AI Hub dashboard<\/strong> and search for the Asset ID for which the job has failed.<\/p><\/li><li><p>Once Face recognition is finished, you should be able to open the asset and see the detected faces and person names in the Zoom Web Client or the Zoom Desktop app.<\/p><\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-92ecf6f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"92ecf6f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-220a83e\" data-id=\"220a83e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-22cabf2 elementor-widget elementor-widget-heading\" data-id=\"22cabf2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Step 7: Review the Results<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d908c93 evolphin-image elementor-invisible elementor-widget elementor-widget-image\" data-id=\"d908c93\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1205\" height=\"721\" src=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Training-Finished.png\" class=\"attachment-full size-full wp-image-5249\" alt=\"\" srcset=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Training-Finished.png 1205w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Training-Finished-300x180.png 300w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Training-Finished-1024x613.png 1024w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Training-Finished-768x460.png 768w\" sizes=\"(max-width: 1205px) 100vw, 1205px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52e566a evolphin-circle-steps  elementor-widget elementor-widget-text-editor\" data-id=\"52e566a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Please review the images on which the <strong>AI CONTROL:Face Recognition<\/strong> metadata is set to <strong>Finished <\/strong>in the<strong> Zoom Desktop <\/strong>or the<strong> Web Client.<\/strong><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d1c4de4 evolphin-image elementor-invisible elementor-widget elementor-widget-image\" data-id=\"d1c4de4\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1144\" height=\"820\" src=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Training-Results.png\" class=\"attachment-full size-full wp-image-5250\" alt=\"\" srcset=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Training-Results.png 1144w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Training-Results-300x215.png 300w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Training-Results-1024x734.png 1024w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Training-Results-768x550.png 768w\" sizes=\"(max-width: 1144px) 100vw, 1144px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e9588aa evolphin-circle-steps  elementor-widget elementor-widget-text-editor\" data-id=\"e9588aa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">There is no email alert right now that notifies you when the recognition is finished on all your images. Easiest way is to use the Advanced Search in Zoom Desktop or Asset Browser to locate the <strong>finished<\/strong> assets. <\/span><\/p><p><span style=\"font-weight: 400;\">If you are the media manager with <em>superadmin<\/em> access you can monitor the AI Hub dashboard for completion.<\/span><\/p><p>If you made a mistake in labeling a face please see the instructions below on how to fix the typos.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7dd0040 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7dd0040\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ac1d017\" data-id=\"ac1d017\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-72e9bd4 elementor-widget elementor-widget-heading\" data-id=\"72e9bd4\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"typos\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Spelling Mistakes &amp; Typos in Face Labels<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e55071a elementor-widget elementor-widget-heading\" data-id=\"e55071a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Spelling mistakes<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cf50a82 evolphin-circle-steps  elementor-widget elementor-widget-text-editor\" data-id=\"cf50a82\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>A person&#8217;s name, <em>Mike Chang<\/em>, for example is misspelled as Mike Cheng in the metadata while performing the training steps above. The best way to avoid this is to use a drop down menu list in the metadata field, when selecting a name instead of a free text field. But mistakes happen.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d380f9c evolphin-bullet-arrow elementor-widget elementor-widget-text-editor\" data-id=\"d380f9c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>How to fix spelling mistakes?<\/h3><p>If you have made a spelling mistake in the person\u2019s name:<\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\">Visit the problematic training dataset asset in Zoom, where you have applied the wrong Face Label.<\/li><li style=\"font-weight: 400;\" aria-level=\"1\">Edit the Face Label metadata property and correct the name. For Example, edit the metadata Mike Cheng in the asset Mike Chang Right Side Face.jpeg to Face Label, Mike Chang.<\/li><li style=\"font-weight: 400;\" aria-level=\"1\">Re-submit a new training job using the Zoom Asset Browser.<\/li><li style=\"font-weight: 400;\" aria-level=\"1\">Wait for the Training to finish.<br \/><br \/><\/li><\/ul><p>This will fix the problem for future face recognitions, but it won&#8217;t fix the typo in already recognized assets.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a3276e3 evolphin-bullet-arrow elementor-widget elementor-widget-text-editor\" data-id=\"a3276e3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>To fix the previously recognized images for spelling mistakes:<\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\">Goto to the <strong>AI Training<\/strong> vault in Zoom Asset Browser.<br \/><strong>Note<\/strong>: You have to be in the AI Training project vault, otherwise you will not get the menu option to run the <strong>Rename AI Name<\/strong> job.<\/li><li style=\"font-weight: 400;\" aria-level=\"1\">Right click on any asset or folder.<\/li><li style=\"font-weight: 400;\" aria-level=\"1\">Select Create Job.<\/li><li style=\"font-weight: 400;\" aria-level=\"1\">Select Template: Rename AI Name<\/li><li style=\"font-weight: 400;\" aria-level=\"1\">Select Form: Rename AI Name<\/li><li style=\"font-weight: 400;\" aria-level=\"1\">Enter the Old Name. Enter the New Name.<\/li><li style=\"font-weight: 400;\" aria-level=\"1\">Click on the Create button<\/li><li style=\"font-weight: 400;\" aria-level=\"1\">Wait for at-least 15 mins.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a4552d elementor-blockquote--skin-border elementor-widget elementor-widget-blockquote\" data-id=\"5a4552d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tCheck the previously recognized assets which had the spelling mistakes\nNote: Using this action you can only fix the typos made in the name of the person. You cannot re-label a person to a completely different person's label already present in the training set. \t\t\t<\/p>\n\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-367a242 elementor-widget elementor-widget-heading\" data-id=\"367a242\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Mislabelled Faces<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3a6c15c evolphin-circle-steps  elementor-widget elementor-widget-text-editor\" data-id=\"3a6c15c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Consider a scenario, where there are two distinct persons in the training data set:<\/p><ul><li>Person 1: Mike Chang<\/li><li>Person 2: Linda Wafer<\/li><\/ul><p><br \/>If Mike Chang&#8217;s face crop images are mislabeled as Linda Wafer that would lead to Mike\u2019s face being recognized as Linda. Not good.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f2f7e3 evolphin-bullet-arrow elementor-widget elementor-widget-text-editor\" data-id=\"1f2f7e3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>How to fix mislabelled faces?<\/h3><p>If you have mislabelled\u00a0 a person\u2019s name:<\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\">Visit the problematic training dataset asset in the Zoom Asset Browser.<\/li><li style=\"font-weight: 400;\" aria-level=\"1\">Correct the Face Label metadata property and change it to the new name. For example: edit the metadata value of <strong>Mike Chang Face.jpeg<\/strong>, from Face Label=Linda Wafer to Face Label=Mike Chang.<\/li><li style=\"font-weight: 400;\" aria-level=\"1\">Submit a new training job as opposed to a rename job.<\/li><li style=\"font-weight: 400;\" aria-level=\"1\">Wait for the Training to finish. After the re-training, any new face recognitions will pick up the correct name.<\/li><\/ul><p>This will fix the problem for future face recognitions, but it won&#8217;t fix the mislabelled faces in the already recognized assets. To fix that:<\/p><ul><li>Search &amp; find the mislabeled assets in the Zoom Asset Browser.<\/li><li>Reset the <strong>AI CONTROL:Face Recognition<\/strong> metadata on the selected assets to <strong>Submitted<\/strong> from the current value <strong>Finished<\/strong>.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f724b43 elementor-blockquote--skin-border elementor-widget elementor-widget-blockquote\" data-id=\"f724b43\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tThis will resubmit these images to the AI Face Recognition engine and incur the face recognition costs again. It's best to avoid this by manually validating the labels on the cropped images before recognition is started.\t\t\t<\/p>\n\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6896aa8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6896aa8\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-974e7b1\" data-id=\"974e7b1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f1247a1 elementor-widget elementor-widget-heading\" data-id=\"f1247a1\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"training-guideline\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Guidelines for Training set<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2a2c5c9 evolphin-circle-steps  elementor-widget elementor-widget-text-editor\" data-id=\"2a2c5c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>As mentioned above, the training set contains the cropped images of faces for one or more persons that you will use to train the AI Face Recognition engine to recognize faces and tag them with your custom labels.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-870ef8b evolphin-bullet-arrow elementor-widget elementor-widget-text-editor\" data-id=\"870ef8b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3><strong>General face cropping guidelines<\/strong><\/h3><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Prefer cropped images from professional photo shoots if available.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Minimum cropped face dimension must be 50&#215;50 pixels. Higher would be better.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Use a face that occupies a large proportion of the crop. Training set images where the face occupies a larger proportion of the image lead to greater accuracy during the recognition phase.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Cropped face should include a full head, hair, ear, neck and some <\/span><b>part of the shoulders<\/b><span style=\"font-weight: 400;\">.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Avoid faces with hats, glasses, headbands, and masks.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Avoid obscure or concealed faces.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Make sure at least <\/span><b>70%<\/b><span style=\"font-weight: 400;\"> percent of the face is visible in the cropped image.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Avoid faces with partial shadows, prefer faces with flat lighting.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A cropped image must contain only a single person\u2019s face.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">To cover various life stages from childhood to adulthood, include crops from these age brackets (years)<\/span><span style=\"font-weight: 400;\">: 0-1, 1-2, 3-5, 5-10, thereafter every decade such as 11-20, 21-30 and so on.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Include between 5 to 10 cropped images per age group <\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-faf054a evolphin-bullet-arrow elementor-widget elementor-widget-text-editor\" data-id=\"faf054a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3><strong>Face angle guidelines<\/strong><\/h3><p><span style=\"font-weight: 400;\">You will need at-least <strong>5 crops<\/strong> with varying face angles: yaw, pitch &amp; straight-on. Please ensure you include at least 1 cropped image from the below list of <strong>5 face angles<\/strong>:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-51a4b85 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"51a4b85\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wider\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-f66470b\" data-id=\"f66470b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4b9bb4b elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"4b9bb4b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"132\" height=\"160\" src=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Straight-on.png\" class=\"attachment-full size-full wp-image-4300\" alt=\"\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Face Straight on Crop<\/h3><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3bd3f87 elementor-widget elementor-widget-text-editor\" data-id=\"3bd3f87\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li><span style=\"font-weight: 400;\">face crop straight on\u00a0<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-fd0cff1\" data-id=\"fd0cff1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7da6557 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"7da6557\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"228\" height=\"432\" src=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Pitch.png\" class=\"attachment-full size-full wp-image-4299\" alt=\"\" srcset=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Pitch.png 228w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Pitch-158x300.png 158w\" sizes=\"(max-width: 228px) 100vw, 228px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Face Pitch Crop<\/h3><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-531493a elementor-widget elementor-widget-text-editor\" data-id=\"531493a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>face tilted down with a pitch of 30 degrees or less<\/li><li>face tilted up with a pitch of 45 degrees or less<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-3bec6c2\" data-id=\"3bec6c2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a5d3bd9 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"a5d3bd9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"408\" height=\"221\" src=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Yaw.png\" class=\"attachment-full size-full wp-image-4298\" alt=\"\" srcset=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Yaw.png 408w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Yaw-300x163.png 300w\" sizes=\"(max-width: 408px) 100vw, 408px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Face Yaw Crop<\/h3><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-277e437 elementor-widget elementor-widget-text-editor\" data-id=\"277e437\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>face turned left with a yaw of 45 degrees or less.<\/li><li>face turned right with a yaw of 45 degrees or less<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-5c21b1b elementor-blockquote--skin-border elementor-widget elementor-widget-blockquote\" data-id=\"5c21b1b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tAfter adding at-least one set of images with above angles, try to add a few images of the person in an age group with a beard or braces if available.\t\t\t<\/p>\n\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3404127 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3404127\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2571fc4\" data-id=\"2571fc4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-02ab262 elementor-widget elementor-widget-heading\" data-id=\"02ab262\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Examples of Bad Crops<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17f0ee6 gallery-spacing-custom elementor-widget elementor-widget-image-gallery\" data-id=\"17f0ee6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-gallery.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-gallery\">\n\t\t\t<div id='gallery-1' class='gallery galleryid-4242 gallery-columns-4 gallery-size-full'><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"17f0ee6\" data-elementor-lightbox-title=\"Mask on face\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NDMyMSwidXJsIjoiaHR0cHM6XC9cL2V2b2xwaGluLmNvbVwvbGVhcm5cL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjFcLzA2XC9NYXNrLW9uLWZhY2UucG5nIiwic2xpZGVzaG93IjoiMTdmMGVlNiJ9\" href='https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Mask-on-face.png'><img loading=\"lazy\" width=\"429\" height=\"424\" src=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Mask-on-face.png\" class=\"attachment-full size-full\" alt=\"\" aria-describedby=\"gallery-1-4321\" decoding=\"async\" srcset=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Mask-on-face.png 429w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Mask-on-face-300x297.png 300w\" sizes=\"(max-width: 429px) 100vw, 429px\" \/><\/a>\n\t\t\t<\/div>\n\t\t\t\t<figcaption class='wp-caption-text gallery-caption' id='gallery-1-4321'>\n\t\t\t\tMask on\n\t\t\t\t<\/figcaption><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"17f0ee6\" data-elementor-lightbox-title=\"Uneven light\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NDMyMCwidXJsIjoiaHR0cHM6XC9cL2V2b2xwaGluLmNvbVwvbGVhcm5cL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjFcLzA2XC9VbmV2ZW4tbGlnaHQucG5nIiwic2xpZGVzaG93IjoiMTdmMGVlNiJ9\" href='https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Uneven-light.png'><img loading=\"lazy\" width=\"344\" height=\"344\" src=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Uneven-light.png\" class=\"attachment-full size-full\" alt=\"\" aria-describedby=\"gallery-1-4320\" decoding=\"async\" srcset=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Uneven-light.png 344w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Uneven-light-300x300.png 300w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Uneven-light-150x150.png 150w\" sizes=\"(max-width: 344px) 100vw, 344px\" \/><\/a>\n\t\t\t<\/div>\n\t\t\t\t<figcaption class='wp-caption-text gallery-caption' id='gallery-1-4320'>\n\t\t\t\tUneven face lighting\n\t\t\t\t<\/figcaption><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"17f0ee6\" data-elementor-lightbox-title=\"Hat on head\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NDMxOSwidXJsIjoiaHR0cHM6XC9cL2V2b2xwaGluLmNvbVwvbGVhcm5cL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjFcLzA2XC9IYXQtb24taGVhZC5wbmciLCJzbGlkZXNob3ciOiIxN2YwZWU2In0%3D\" href='https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Hat-on-head.png'><img loading=\"lazy\" width=\"509\" height=\"509\" src=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Hat-on-head.png\" class=\"attachment-full size-full\" alt=\"\" aria-describedby=\"gallery-1-4319\" decoding=\"async\" srcset=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Hat-on-head.png 509w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Hat-on-head-300x300.png 300w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Hat-on-head-150x150.png 150w\" sizes=\"(max-width: 509px) 100vw, 509px\" \/><\/a>\n\t\t\t<\/div>\n\t\t\t\t<figcaption class='wp-caption-text gallery-caption' id='gallery-1-4319'>\n\t\t\t\tHat on\n\t\t\t\t<\/figcaption><\/figure>\n\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-172b37c elementor-widget elementor-widget-heading\" data-id=\"172b37c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Examples of Good Crops<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ac28baa gallery-spacing-custom elementor-widget elementor-widget-image-gallery\" data-id=\"ac28baa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-gallery.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-gallery\">\n\t\t\t<div id='gallery-2' class='gallery galleryid-4242 gallery-columns-4 gallery-size-full'><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon portrait'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"ac28baa\" data-elementor-lightbox-title=\"Good crop 2\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NDMxOCwidXJsIjoiaHR0cHM6XC9cL2V2b2xwaGluLmNvbVwvbGVhcm5cL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjFcLzA2XC9Hb29kLWNyb3AtMi5wbmciLCJzbGlkZXNob3ciOiJhYzI4YmFhIn0%3D\" href='https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Good-crop-2.png'><img loading=\"lazy\" width=\"320\" height=\"321\" src=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Good-crop-2.png\" class=\"attachment-full size-full\" alt=\"\" decoding=\"async\" srcset=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Good-crop-2.png 320w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Good-crop-2-300x300.png 300w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Good-crop-2-150x150.png 150w\" sizes=\"(max-width: 320px) 100vw, 320px\" \/><\/a>\n\t\t\t<\/div><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"ac28baa\" data-elementor-lightbox-title=\"Good crop 1\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NDMxNywidXJsIjoiaHR0cHM6XC9cL2V2b2xwaGluLmNvbVwvbGVhcm5cL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjFcLzA2XC9Hb29kLWNyb3AtMS5wbmciLCJzbGlkZXNob3ciOiJhYzI4YmFhIn0%3D\" href='https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Good-crop-1.png'><img loading=\"lazy\" width=\"340\" height=\"340\" src=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Good-crop-1.png\" class=\"attachment-full size-full\" alt=\"\" decoding=\"async\" srcset=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Good-crop-1.png 340w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Good-crop-1-300x300.png 300w, https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Good-crop-1-150x150.png 150w\" sizes=\"(max-width: 340px) 100vw, 340px\" \/><\/a>\n\t\t\t<\/div><\/figure>\n\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9065b0a elementor-widget elementor-widget-heading\" data-id=\"9065b0a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Training set gotchas<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-abee06e evolphin-bullet-arrow elementor-widget elementor-widget-text-editor\" data-id=\"abee06e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Detected face name cannot be renamed. Make sure the metadata field has the correct person\u2019s name before you start the training. Otherwise the images will need to be submitted again for training.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Removing a face from a training set after it has been used for face recognition, will not remove the metadata for earlier recognised images.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">To clear out AI metadata for recognized faces, just re-run the AI Face recognition job on the selected assets or folders. This will delete previous face recognition metadata and insert new metadata based on the recognition job<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Keep in mind the cost of AI is proportional to both the number of images as well as how many iterations of AI Face recognition your perform<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a70a02d elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a70a02d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3d6072a\" data-id=\"3d6072a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c92947b elementor-widget elementor-widget-heading\" data-id=\"c92947b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Next Steps<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9a0eba0 elementor-grid-2 elementor-posts--align-left elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-widget elementor-widget-posts\" data-id=\"9a0eba0\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;classic_columns&quot;:&quot;2&quot;,&quot;classic_masonry&quot;:&quot;yes&quot;,&quot;classic_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:28,&quot;sizes&quot;:[]},&quot;classic_columns_tablet&quot;:&quot;2&quot;,&quot;classic_columns_mobile&quot;:&quot;1&quot;,&quot;classic_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;classic_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.classic\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-classic elementor-grid\" role=\"list\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-2398 post type-post status-publish format-standard has-post-thumbnail hentry category-gettingstarted-creators tag-creator-no-right-side-bar\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/evolphin.com\/learn\/evolphin-zoom\/creators\/gettingstarted-creators\/setup-your-project-media-store-folders\/\" tabindex=\"-1\" target=&quot;_blank&quot;>\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"396\" height=\"436\" src=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/04\/Media-Store-Folder.svg\" class=\"attachment-full size-full wp-image-2409\" alt=\"\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h4 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/evolphin.com\/learn\/evolphin-zoom\/creators\/gettingstarted-creators\/setup-your-project-media-store-folders\/\" target=&quot;_blank&quot;>\n\t\t\t\tSetup your Project &#038; Media Store Folders\t\t\t<\/a>\n\t\t<\/h4>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>Before you start editing projects using the Zoom Desktop app or Plugins, you need to setup your Zoom workspace folders. This article will walk you through the setup along with common tips &#038; tricks.<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/evolphin.com\/learn\/evolphin-zoom\/creators\/gettingstarted-creators\/setup-your-project-media-store-folders\/\" aria-label=\"Read more about Setup your Project &#038; Media Store Folders\" tabindex=\"-1\" target=\"_blank\">\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Zoom allows you to train the face recognition engine to recognize one or more faces with a custom label that represents a person\u2019s name. Once you finish training..<\/p>\n","protected":false},"author":3,"featured_media":4290,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[73],"tags":[23],"class_list":["post-4242","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-driven-metadata","tag-creator-no-right-side-bar"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How to Train the AI Face Recognition Engine - Evolphin Learning Portal<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/evolphin.com\/learn\/evolphin-zoom\/media-managers\/organize-content\/metadata\/ai-driven-metadata\/how-to-train-the-ai-face-recognition-engine\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Train the AI Face Recognition Engine - Evolphin Learning Portal\" \/>\n<meta property=\"og:description\" content=\"Zoom allows you to train the face recognition engine to recognize one or more faces with a custom label that represents a person\u2019s name. Once you finish training..\" \/>\n<meta property=\"og:url\" content=\"https:\/\/evolphin.com\/learn\/evolphin-zoom\/media-managers\/organize-content\/metadata\/ai-driven-metadata\/how-to-train-the-ai-face-recognition-engine\/\" \/>\n<meta property=\"og:site_name\" content=\"Evolphin Learning Portal\" \/>\n<meta property=\"article:published_time\" content=\"2021-06-17T08:32:42+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-06-22T21:49:20+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Angles.png\" \/>\n\t<meta property=\"og:image:width\" content=\"900\" \/>\n\t<meta property=\"og:image:height\" content=\"298\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Kanika Mehta\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Kanika Mehta\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"13 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/evolphin-zoom\\\/media-managers\\\/organize-content\\\/metadata\\\/ai-driven-metadata\\\/how-to-train-the-ai-face-recognition-engine\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/evolphin-zoom\\\/media-managers\\\/organize-content\\\/metadata\\\/ai-driven-metadata\\\/how-to-train-the-ai-face-recognition-engine\\\/\"},\"author\":{\"name\":\"Kanika Mehta\",\"@id\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/#\\\/schema\\\/person\\\/e2d3c7c406b9316b9ef9007ba6a68b8c\"},\"headline\":\"How to Train the AI Face Recognition Engine\",\"datePublished\":\"2021-06-17T08:32:42+00:00\",\"dateModified\":\"2022-06-22T21:49:20+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/evolphin-zoom\\\/media-managers\\\/organize-content\\\/metadata\\\/ai-driven-metadata\\\/how-to-train-the-ai-face-recognition-engine\\\/\"},\"wordCount\":2130,\"publisher\":{\"@id\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/evolphin-zoom\\\/media-managers\\\/organize-content\\\/metadata\\\/ai-driven-metadata\\\/how-to-train-the-ai-face-recognition-engine\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/wp-content\\\/uploads\\\/2021\\\/06\\\/Face-Angles.png\",\"keywords\":[\"Creator template No Right sidebar\"],\"articleSection\":[\"AI Driven Metadata\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/evolphin-zoom\\\/media-managers\\\/organize-content\\\/metadata\\\/ai-driven-metadata\\\/how-to-train-the-ai-face-recognition-engine\\\/\",\"url\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/evolphin-zoom\\\/media-managers\\\/organize-content\\\/metadata\\\/ai-driven-metadata\\\/how-to-train-the-ai-face-recognition-engine\\\/\",\"name\":\"How to Train the AI Face Recognition Engine - Evolphin Learning Portal\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/evolphin-zoom\\\/media-managers\\\/organize-content\\\/metadata\\\/ai-driven-metadata\\\/how-to-train-the-ai-face-recognition-engine\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/evolphin-zoom\\\/media-managers\\\/organize-content\\\/metadata\\\/ai-driven-metadata\\\/how-to-train-the-ai-face-recognition-engine\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/wp-content\\\/uploads\\\/2021\\\/06\\\/Face-Angles.png\",\"datePublished\":\"2021-06-17T08:32:42+00:00\",\"dateModified\":\"2022-06-22T21:49:20+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/evolphin-zoom\\\/media-managers\\\/organize-content\\\/metadata\\\/ai-driven-metadata\\\/how-to-train-the-ai-face-recognition-engine\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/evolphin.com\\\/learn\\\/evolphin-zoom\\\/media-managers\\\/organize-content\\\/metadata\\\/ai-driven-metadata\\\/how-to-train-the-ai-face-recognition-engine\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/evolphin-zoom\\\/media-managers\\\/organize-content\\\/metadata\\\/ai-driven-metadata\\\/how-to-train-the-ai-face-recognition-engine\\\/#primaryimage\",\"url\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/wp-content\\\/uploads\\\/2021\\\/06\\\/Face-Angles.png\",\"contentUrl\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/wp-content\\\/uploads\\\/2021\\\/06\\\/Face-Angles.png\",\"width\":900,\"height\":298},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/evolphin-zoom\\\/media-managers\\\/organize-content\\\/metadata\\\/ai-driven-metadata\\\/how-to-train-the-ai-face-recognition-engine\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Evolphin Zoom\",\"item\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/.\\\/evolphin-zoom\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Media Managers\",\"item\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/.\\\/evolphin-zoom\\\/media-managers\\\/\"},{\"@type\":\"ListItem\",\"position\":4,\"name\":\"Organize Content\",\"item\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/.\\\/evolphin-zoom\\\/media-managers\\\/organize-content\\\/\"},{\"@type\":\"ListItem\",\"position\":5,\"name\":\"Metadata\",\"item\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/.\\\/evolphin-zoom\\\/media-managers\\\/organize-content\\\/metadata\\\/\"},{\"@type\":\"ListItem\",\"position\":6,\"name\":\"AI Driven Metadata\",\"item\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/.\\\/evolphin-zoom\\\/media-managers\\\/organize-content\\\/metadata\\\/ai-driven-metadata\\\/\"},{\"@type\":\"ListItem\",\"position\":7,\"name\":\"How to Train the AI Face Recognition Engine\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/#website\",\"url\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/\",\"name\":\"Evolphin Learning Portal\",\"description\":\"Learn all about how Evolphin Zoom can help here\",\"publisher\":{\"@id\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/#organization\",\"name\":\"Evolphin Learning Portal\",\"url\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/wp-content\\\/uploads\\\/2021\\\/04\\\/beta-evolphin-logo-white-help-center-v2.svg\",\"contentUrl\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/wp-content\\\/uploads\\\/2021\\\/04\\\/beta-evolphin-logo-white-help-center-v2.svg\",\"width\":823,\"height\":124,\"caption\":\"Evolphin Learning Portal\"},\"image\":{\"@id\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/#\\\/schema\\\/person\\\/e2d3c7c406b9316b9ef9007ba6a68b8c\",\"name\":\"Kanika Mehta\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/678c4a65a201fdf94c34b60d0b3fd8f37530fe3258584bc02bb1282ba92d34d5?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/678c4a65a201fdf94c34b60d0b3fd8f37530fe3258584bc02bb1282ba92d34d5?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/678c4a65a201fdf94c34b60d0b3fd8f37530fe3258584bc02bb1282ba92d34d5?s=96&d=mm&r=g\",\"caption\":\"Kanika Mehta\"},\"sameAs\":[\"https:\\\/\\\/evolphin.com\\\/learn\\\/\"],\"url\":\"https:\\\/\\\/evolphin.com\\\/learn\\\/author\\\/kanika\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"How to Train the AI Face Recognition Engine - Evolphin Learning Portal","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:\/\/evolphin.com\/learn\/evolphin-zoom\/media-managers\/organize-content\/metadata\/ai-driven-metadata\/how-to-train-the-ai-face-recognition-engine\/","og_locale":"en_US","og_type":"article","og_title":"How to Train the AI Face Recognition Engine - Evolphin Learning Portal","og_description":"Zoom allows you to train the face recognition engine to recognize one or more faces with a custom label that represents a person\u2019s name. Once you finish training..","og_url":"https:\/\/evolphin.com\/learn\/evolphin-zoom\/media-managers\/organize-content\/metadata\/ai-driven-metadata\/how-to-train-the-ai-face-recognition-engine\/","og_site_name":"Evolphin Learning Portal","article_published_time":"2021-06-17T08:32:42+00:00","article_modified_time":"2022-06-22T21:49:20+00:00","og_image":[{"width":900,"height":298,"url":"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Angles.png","type":"image\/png"}],"author":"Kanika Mehta","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Kanika Mehta","Est. reading time":"13 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/evolphin.com\/learn\/evolphin-zoom\/media-managers\/organize-content\/metadata\/ai-driven-metadata\/how-to-train-the-ai-face-recognition-engine\/#article","isPartOf":{"@id":"https:\/\/evolphin.com\/learn\/evolphin-zoom\/media-managers\/organize-content\/metadata\/ai-driven-metadata\/how-to-train-the-ai-face-recognition-engine\/"},"author":{"name":"Kanika Mehta","@id":"https:\/\/evolphin.com\/learn\/#\/schema\/person\/e2d3c7c406b9316b9ef9007ba6a68b8c"},"headline":"How to Train the AI Face Recognition Engine","datePublished":"2021-06-17T08:32:42+00:00","dateModified":"2022-06-22T21:49:20+00:00","mainEntityOfPage":{"@id":"https:\/\/evolphin.com\/learn\/evolphin-zoom\/media-managers\/organize-content\/metadata\/ai-driven-metadata\/how-to-train-the-ai-face-recognition-engine\/"},"wordCount":2130,"publisher":{"@id":"https:\/\/evolphin.com\/learn\/#organization"},"image":{"@id":"https:\/\/evolphin.com\/learn\/evolphin-zoom\/media-managers\/organize-content\/metadata\/ai-driven-metadata\/how-to-train-the-ai-face-recognition-engine\/#primaryimage"},"thumbnailUrl":"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Angles.png","keywords":["Creator template No Right sidebar"],"articleSection":["AI Driven Metadata"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/evolphin.com\/learn\/evolphin-zoom\/media-managers\/organize-content\/metadata\/ai-driven-metadata\/how-to-train-the-ai-face-recognition-engine\/","url":"https:\/\/evolphin.com\/learn\/evolphin-zoom\/media-managers\/organize-content\/metadata\/ai-driven-metadata\/how-to-train-the-ai-face-recognition-engine\/","name":"How to Train the AI Face Recognition Engine - Evolphin Learning Portal","isPartOf":{"@id":"https:\/\/evolphin.com\/learn\/#website"},"primaryImageOfPage":{"@id":"https:\/\/evolphin.com\/learn\/evolphin-zoom\/media-managers\/organize-content\/metadata\/ai-driven-metadata\/how-to-train-the-ai-face-recognition-engine\/#primaryimage"},"image":{"@id":"https:\/\/evolphin.com\/learn\/evolphin-zoom\/media-managers\/organize-content\/metadata\/ai-driven-metadata\/how-to-train-the-ai-face-recognition-engine\/#primaryimage"},"thumbnailUrl":"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Angles.png","datePublished":"2021-06-17T08:32:42+00:00","dateModified":"2022-06-22T21:49:20+00:00","breadcrumb":{"@id":"https:\/\/evolphin.com\/learn\/evolphin-zoom\/media-managers\/organize-content\/metadata\/ai-driven-metadata\/how-to-train-the-ai-face-recognition-engine\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/evolphin.com\/learn\/evolphin-zoom\/media-managers\/organize-content\/metadata\/ai-driven-metadata\/how-to-train-the-ai-face-recognition-engine\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/evolphin.com\/learn\/evolphin-zoom\/media-managers\/organize-content\/metadata\/ai-driven-metadata\/how-to-train-the-ai-face-recognition-engine\/#primaryimage","url":"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Angles.png","contentUrl":"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Angles.png","width":900,"height":298},{"@type":"BreadcrumbList","@id":"https:\/\/evolphin.com\/learn\/evolphin-zoom\/media-managers\/organize-content\/metadata\/ai-driven-metadata\/how-to-train-the-ai-face-recognition-engine\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/evolphin.com\/learn\/"},{"@type":"ListItem","position":2,"name":"Evolphin Zoom","item":"https:\/\/evolphin.com\/learn\/.\/evolphin-zoom\/"},{"@type":"ListItem","position":3,"name":"Media Managers","item":"https:\/\/evolphin.com\/learn\/.\/evolphin-zoom\/media-managers\/"},{"@type":"ListItem","position":4,"name":"Organize Content","item":"https:\/\/evolphin.com\/learn\/.\/evolphin-zoom\/media-managers\/organize-content\/"},{"@type":"ListItem","position":5,"name":"Metadata","item":"https:\/\/evolphin.com\/learn\/.\/evolphin-zoom\/media-managers\/organize-content\/metadata\/"},{"@type":"ListItem","position":6,"name":"AI Driven Metadata","item":"https:\/\/evolphin.com\/learn\/.\/evolphin-zoom\/media-managers\/organize-content\/metadata\/ai-driven-metadata\/"},{"@type":"ListItem","position":7,"name":"How to Train the AI Face Recognition Engine"}]},{"@type":"WebSite","@id":"https:\/\/evolphin.com\/learn\/#website","url":"https:\/\/evolphin.com\/learn\/","name":"Evolphin Learning Portal","description":"Learn all about how Evolphin Zoom can help here","publisher":{"@id":"https:\/\/evolphin.com\/learn\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/evolphin.com\/learn\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/evolphin.com\/learn\/#organization","name":"Evolphin Learning Portal","url":"https:\/\/evolphin.com\/learn\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/evolphin.com\/learn\/#\/schema\/logo\/image\/","url":"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/04\/beta-evolphin-logo-white-help-center-v2.svg","contentUrl":"https:\/\/evolphin.com\/learn\/wp-content\/uploads\/2021\/04\/beta-evolphin-logo-white-help-center-v2.svg","width":823,"height":124,"caption":"Evolphin Learning Portal"},"image":{"@id":"https:\/\/evolphin.com\/learn\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/evolphin.com\/learn\/#\/schema\/person\/e2d3c7c406b9316b9ef9007ba6a68b8c","name":"Kanika Mehta","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/678c4a65a201fdf94c34b60d0b3fd8f37530fe3258584bc02bb1282ba92d34d5?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/678c4a65a201fdf94c34b60d0b3fd8f37530fe3258584bc02bb1282ba92d34d5?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/678c4a65a201fdf94c34b60d0b3fd8f37530fe3258584bc02bb1282ba92d34d5?s=96&d=mm&r=g","caption":"Kanika Mehta"},"sameAs":["https:\/\/evolphin.com\/learn\/"],"url":"https:\/\/evolphin.com\/learn\/author\/kanika\/"}]}},"_links":{"self":[{"href":"https:\/\/evolphin.com\/learn\/wp-json\/wp\/v2\/posts\/4242","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/evolphin.com\/learn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/evolphin.com\/learn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/evolphin.com\/learn\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/evolphin.com\/learn\/wp-json\/wp\/v2\/comments?post=4242"}],"version-history":[{"count":79,"href":"https:\/\/evolphin.com\/learn\/wp-json\/wp\/v2\/posts\/4242\/revisions"}],"predecessor-version":[{"id":5298,"href":"https:\/\/evolphin.com\/learn\/wp-json\/wp\/v2\/posts\/4242\/revisions\/5298"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/evolphin.com\/learn\/wp-json\/wp\/v2\/media\/4290"}],"wp:attachment":[{"href":"https:\/\/evolphin.com\/learn\/wp-json\/wp\/v2\/media?parent=4242"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/evolphin.com\/learn\/wp-json\/wp\/v2\/categories?post=4242"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/evolphin.com\/learn\/wp-json\/wp\/v2\/tags?post=4242"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}