{"id":4242,"date":"2021-06-17T08:32:42","date_gmt":"2021-06-17T08:32:42","guid":{"rendered":"https:\/\/staging.evolphin.com\/learn\/?p=4242"},"modified":"2021-06-18T09:28:01","modified_gmt":"2021-06-18T09:28:01","slug":"how-to-train-the-ai-face-recognition-engine","status":"publish","type":"post","link":"https:\/\/staging.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:\/\/staging.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:\/\/staging.evolphin.com\/learn\/evolphin-zoom\/zoom-for-media-manager\/\" target=\"_blank\" rel=\"noopener\">Media Managers<\/a> \u203a <a href=\"https:\/\/staging.evolphin.com\/learn\/evolphin-zoom\/media-managers\/organize-content\/\" target=\"_blank\" rel=\"noopener\">Organize Content<\/a> \u203a <a href=\"https:\/\/staging.evolphin.com\/learn\/evolphin-zoom\/media-managers\/organize-content\/metadata\/\" target=\"_blank\" rel=\"noopener\">Metadata<\/a> \u203a <a href=\"https:\/\/staging.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\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\">You must have access to the Zoom desktop apps<\/li><li aria-level=\"1\">You must be a superadmin 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><span style=\"font-weight: 400;\">We recommend arranging the cropped images in age specific folder structure in Zoom. Create a project vault or a subfolder under an existing <strong>Zoom<\/strong> Project vault such as \u201c<strong>AI Training<\/strong>\u201d that will hold the cropped images you will use for training. This will be called the \u2018<\/span><i><span style=\"font-weight: 400;\">Training set<\/span><\/i><span style=\"font-weight: 400;\">\u2019. <\/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-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=\"800\" height=\"670\" src=\"https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Training-Set.png\" class=\"attachment-full size-full wp-image-4289\" alt=\"\" srcset=\"https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Training-Set.png 800w, https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Training-Set-300x251.png 300w, https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Training-Set-768x643.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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=\"900\" height=\"298\" src=\"https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Angles.png\" class=\"attachment-full size-full wp-image-4290\" alt=\"\" srcset=\"https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Angles.png 900w, https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Angles-300x99.png 300w, https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Angles-768x254.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-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:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Label-2.png\" class=\"attachment-full size-full wp-image-4292\" alt=\"\" srcset=\"https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Label-2.png 900w, https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Face-Label-2-282x300.png 282w, https:\/\/staging.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-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><span style=\"font-weight: 400;\">Once you have completed creating the training set, submit it to the Zoom AI hub using the Asset Browser <span style=\"font-family: 'Roboto Slab', sans-serif; font-size: 13.6px;\">\u203a<\/span> Create Job <span style=\"font-family: 'Roboto Slab', sans-serif; font-size: 13.6px;\">\u203a<\/span> AI Face Training.<\/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-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: Configure the AI 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-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><span style=\"font-weight: 400;\">Your media manager needs to setup the Zoom AI Hub to pick up your unrecognized images and run AI Face Recognition using the training set you created.<\/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-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=\"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-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>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-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><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-9eb94b8 evolphin-bullet-arrow elementor-widget elementor-widget-text-editor\" data-id=\"9eb94b8\" 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-4c3dc3d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4c3dc3d\" 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-6bd28a1\" data-id=\"6bd28a1\" 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-9b5c8b6 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"9b5c8b6\" 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:\/\/staging.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-9b406bb elementor-widget elementor-widget-text-editor\" data-id=\"9b406bb\" 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-1d315d0\" data-id=\"1d315d0\" 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-55b95c9 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"55b95c9\" 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:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Pitch.png\" class=\"attachment-full size-full wp-image-4299\" alt=\"\" srcset=\"https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Pitch.png 228w, https:\/\/staging.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-ff76496 elementor-widget elementor-widget-text-editor\" data-id=\"ff76496\" 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-9aaae70\" data-id=\"9aaae70\" 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-315a113 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"315a113\" 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:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Yaw.png\" class=\"attachment-full size-full wp-image-4298\" alt=\"\" srcset=\"https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Yaw.png 408w, https:\/\/staging.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-8f765b4 elementor-widget elementor-widget-text-editor\" data-id=\"8f765b4\" 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-3b11345 elementor-blockquote--skin-border elementor-widget elementor-widget-blockquote\" data-id=\"3b11345\" 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%3DeyJpZCI6NDMyMSwidXJsIjoiaHR0cHM6XC9cL3N0YWdpbmcuZXZvbHBoaW4uY29tXC9sZWFyblwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyMVwvMDZcL01hc2stb24tZmFjZS5wbmciLCJzbGlkZXNob3ciOiIxN2YwZWU2In0%3D\" href='https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Mask-on-face.png'><img loading=\"lazy\" width=\"429\" height=\"424\" src=\"https:\/\/staging.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:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Mask-on-face.png 429w, https:\/\/staging.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%3DeyJpZCI6NDMyMCwidXJsIjoiaHR0cHM6XC9cL3N0YWdpbmcuZXZvbHBoaW4uY29tXC9sZWFyblwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyMVwvMDZcL1VuZXZlbi1saWdodC5wbmciLCJzbGlkZXNob3ciOiIxN2YwZWU2In0%3D\" href='https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Uneven-light.png'><img loading=\"lazy\" width=\"344\" height=\"344\" src=\"https:\/\/staging.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:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Uneven-light.png 344w, https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Uneven-light-300x300.png 300w, https:\/\/staging.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%3DeyJpZCI6NDMxOSwidXJsIjoiaHR0cHM6XC9cL3N0YWdpbmcuZXZvbHBoaW4uY29tXC9sZWFyblwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyMVwvMDZcL0hhdC1vbi1oZWFkLnBuZyIsInNsaWRlc2hvdyI6IjE3ZjBlZTYifQ%3D%3D\" href='https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Hat-on-head.png'><img loading=\"lazy\" width=\"509\" height=\"509\" src=\"https:\/\/staging.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:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Hat-on-head.png 509w, https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Hat-on-head-300x300.png 300w, https:\/\/staging.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%3DeyJpZCI6NDMxOCwidXJsIjoiaHR0cHM6XC9cL3N0YWdpbmcuZXZvbHBoaW4uY29tXC9sZWFyblwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyMVwvMDZcL0dvb2QtY3JvcC0yLnBuZyIsInNsaWRlc2hvdyI6ImFjMjhiYWEifQ%3D%3D\" href='https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Good-crop-2.png'><img loading=\"lazy\" width=\"320\" height=\"321\" src=\"https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Good-crop-2.png\" class=\"attachment-full size-full\" alt=\"\" decoding=\"async\" srcset=\"https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Good-crop-2.png 320w, https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Good-crop-2-300x300.png 300w, https:\/\/staging.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%3DeyJpZCI6NDMxNywidXJsIjoiaHR0cHM6XC9cL3N0YWdpbmcuZXZvbHBoaW4uY29tXC9sZWFyblwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyMVwvMDZcL0dvb2QtY3JvcC0xLnBuZyIsInNsaWRlc2hvdyI6ImFjMjhiYWEifQ%3D%3D\" href='https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Good-crop-1.png'><img loading=\"lazy\" width=\"340\" height=\"340\" src=\"https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Good-crop-1.png\" class=\"attachment-full size-full\" alt=\"\" decoding=\"async\" srcset=\"https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Good-crop-1.png 340w, https:\/\/staging.evolphin.com\/learn\/wp-content\/uploads\/2021\/06\/Good-crop-1-300x300.png 300w, https:\/\/staging.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:\/\/staging.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:\/\/staging.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:\/\/staging.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:\/\/staging.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 has built-in reporting paradigms that help the media managers and business owners capture the repository trends in the form of reports on the click of a button.\u00a0<\/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 v27.4 - 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=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\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 has built-in reporting paradigms that help the media managers and business owners capture the repository trends in the form of reports on the click of a button.\u00a0\" \/>\n<meta property=\"og:url\" content=\"https:\/\/staging.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=\"2021-06-18T09:28:01+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/staging.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=\"8 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/staging.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:\\\/\\\/staging.evolphin.com\\\/learn\\\/evolphin-zoom\\\/media-managers\\\/organize-content\\\/metadata\\\/ai-driven-metadata\\\/how-to-train-the-ai-face-recognition-engine\\\/\"},\"author\":{\"name\":\"Kanika 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