{"id":98059,"date":"2025-09-19T07:15:02","date_gmt":"2025-09-19T07:15:02","guid":{"rendered":"https:\/\/ryanunderdown.com\/?p=98059"},"modified":"2025-09-20T07:28:03","modified_gmt":"2025-09-20T07:28:03","slug":"ai-uses-facial-expressions-to-assess-personality-traits","status":"publish","type":"post","link":"https:\/\/ryanunderdown.com\/?p=98059","title":{"rendered":"AI Uses Facial Expressions to Assess Personality Traits"},"content":{"rendered":"<div class='booster-block booster-read-block'>\n                <div class=\"twp-read-time\">\n                \t<i class=\"booster-icon twp-clock\"><\/i> <span>Read Time:<\/span>2 Minute, 7 Second                <\/div>\n\n            <\/div><p data-start=\"794\" data-end=\"1081\"><a href=\"https:\/\/malaka555.sg-host.com\/\"><strong>Https:\/\/malaka555.sg-host.com\/<\/strong> <\/a>&#8211; Artificial intelligence is now making strides in <strong data-start=\"843\" data-end=\"905\">analyzing facial expressions to predict personality traits<\/strong>. Advanced machine learning models can examine subtle facial cues, microexpressions, and patterns in human behavior to provide insights into a person\u2019s psychological profile.<\/p>\n<p data-start=\"1083\" data-end=\"1488\">Researchers explain that AI systems are trained on large datasets containing thousands of images and videos, annotated with personality traits measured using established psychological models, such as the <strong data-start=\"1287\" data-end=\"1318\">Big Five personality traits<\/strong>. By processing visual and behavioral cues, the AI can assess characteristics such as openness, conscientiousness, extraversion, agreeableness, and emotional stability.<\/p>\n<h3 data-start=\"1490\" data-end=\"1520\">How AI Reads Facial Cues<\/h3>\n<p data-start=\"1521\" data-end=\"1676\">The AI models leverage <strong data-start=\"1544\" data-end=\"1592\">computer vision and deep learning algorithms<\/strong> to identify key indicators in facial expressions. Some of the techniques include:<\/p>\n<ul data-start=\"1677\" data-end=\"1948\">\n<li data-start=\"1677\" data-end=\"1741\">\n<p data-start=\"1679\" data-end=\"1741\">Detecting microexpressions that indicate underlying emotions<\/p>\n<\/li>\n<li data-start=\"1742\" data-end=\"1804\">\n<p data-start=\"1744\" data-end=\"1804\">Measuring symmetry and movement patterns of facial muscles<\/p>\n<\/li>\n<li data-start=\"1805\" data-end=\"1867\">\n<p data-start=\"1807\" data-end=\"1867\">Analyzing eye movements, smiles, and other subtle gestures<\/p>\n<\/li>\n<li data-start=\"1868\" data-end=\"1948\">\n<p data-start=\"1870\" data-end=\"1948\">Correlating facial patterns with personality profiles based on training data<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1950\" data-end=\"2218\">According to developers, the AI can <strong data-start=\"1986\" data-end=\"2031\">make predictions with remarkable accuracy<\/strong>, especially when combining facial cues with other behavioral data. The system is designed to learn continuously, improving its predictive power as more diverse datasets are introduced.<\/p>\n<h3 data-start=\"2220\" data-end=\"2255\">Applications and Implications<\/h3>\n<p data-start=\"2256\" data-end=\"2374\">The ability to predict personality from facial expressions has a wide range of applications across multiple sectors:<\/p>\n<ul data-start=\"2375\" data-end=\"2761\">\n<li data-start=\"2375\" data-end=\"2477\">\n<p data-start=\"2377\" data-end=\"2477\"><strong data-start=\"2377\" data-end=\"2397\">Human Resources:<\/strong> AI can assist in recruitment by evaluating personality fit for specific roles<\/p>\n<\/li>\n<li data-start=\"2478\" data-end=\"2577\">\n<p data-start=\"2480\" data-end=\"2577\"><strong data-start=\"2480\" data-end=\"2516\">Marketing and Consumer Behavior:<\/strong> Understanding consumer preferences and emotional responses<\/p>\n<\/li>\n<li data-start=\"2578\" data-end=\"2668\">\n<p data-start=\"2580\" data-end=\"2668\"><strong data-start=\"2580\" data-end=\"2594\">Education:<\/strong> Personalizing learning approaches based on student personality insights<\/p>\n<\/li>\n<li data-start=\"2669\" data-end=\"2761\">\n<p data-start=\"2671\" data-end=\"2761\"><strong data-start=\"2671\" data-end=\"2698\">Healthcare and Therapy:<\/strong> Supporting mental health assessments and behavioral analysis<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2763\" data-end=\"3076\">However, experts caution that ethical considerations are paramount. Predicting personality through AI raises concerns about <strong data-start=\"2887\" data-end=\"2929\">privacy, consent, and potential misuse<\/strong>, especially in areas like surveillance or manipulative marketing. Clear regulations and ethical frameworks are needed to ensure responsible use.<\/p>\n<h3 data-start=\"3078\" data-end=\"3110\">Challenges and Limitations<\/h3>\n<p data-start=\"3111\" data-end=\"3470\">Despite its potential, AI-based personality prediction faces challenges. Facial expressions can be <strong data-start=\"3210\" data-end=\"3235\">culturally influenced<\/strong>, and the AI may misinterpret behaviors outside its training datasets. Additionally, temporary emotions or stress can skew predictions, making it crucial to use AI insights as a supplementary tool rather than a definitive assessment.<\/p>\n<p data-start=\"3472\" data-end=\"3731\">Researchers emphasize the importance of <strong data-start=\"3512\" data-end=\"3548\">diverse, representative datasets<\/strong> and ongoing validation to reduce bias. Collaboration between psychologists, ethicists, and AI developers is key to creating systems that are both accurate and socially responsible.<\/p>\n<p data-start=\"3733\" data-end=\"4084\">The development of AI capable of predicting personality through facial expressions demonstrates the <strong data-start=\"3833\" data-end=\"3897\">growing sophistication of human behavior analysis technology<\/strong>. As the field advances, it may redefine approaches to personal assessment, workplace analytics, and even social interactions, while highlighting the need for careful ethical oversight.<\/p>\n        <div class=\"booster-block booster-reactions-block\">\n            <div class=\"twp-reactions-icons\">\n                \n                <div class=\"twp-reacts-wrap\">\n                    <a react-data=\"be-react-1\" post-id=\"98059\" class=\"be-face-icons un-reacted\" href=\"javascript:void(0)\">\n                        <img decoding=\"async\" src=\"https:\/\/ryanunderdown.com\/wp-content\/plugins\/booster-extension\/\/assets\/icon\/happy.svg\" alt=\"Happy\">\n                    <\/a>\n                    <div class=\"twp-reaction-title\">\n                        Happy                    <\/div>\n                    <div class=\"twp-count-percent\">\n                                                    <span style=\"display: none;\" class=\"twp-react-count\">0<\/span>\n                        \n                                                <span class=\"twp-react-percent\"><span>0<\/span> %<\/span>\n                                            <\/div>\n                <\/div>\n\n                <div class=\"twp-reacts-wrap\">\n                    <a react-data=\"be-react-2\" post-id=\"98059\" class=\"be-face-icons un-reacted\" href=\"javascript:void(0)\">\n                        <img decoding=\"async\" src=\"https:\/\/ryanunderdown.com\/wp-content\/plugins\/booster-extension\/\/assets\/icon\/sad.svg\" alt=\"Sad\">\n                    <\/a>\n                    <div class=\"twp-reaction-title\">\n                        Sad                    <\/div>\n                    <div class=\"twp-count-percent\">\n                                                    <span style=\"display: none;\" class=\"twp-react-count\">0<\/span>\n                                                                        <span class=\"twp-react-percent\"><span>0<\/span> %<\/span>\n                                            <\/div>\n                <\/div>\n\n                <div class=\"twp-reacts-wrap\">\n                    <a react-data=\"be-react-3\" post-id=\"98059\" class=\"be-face-icons un-reacted\" href=\"javascript:void(0)\">\n                        <img decoding=\"async\" src=\"https:\/\/ryanunderdown.com\/wp-content\/plugins\/booster-extension\/\/assets\/icon\/excited.svg\" alt=\"Excited\">\n                    <\/a>\n                    <div class=\"twp-reaction-title\">\n                        Excited                    <\/div>\n                    <div class=\"twp-count-percent\">\n                                                    <span style=\"display: none;\" class=\"twp-react-count\">0<\/span>\n                                                                        <span class=\"twp-react-percent\"><span>0<\/span> %<\/span>\n                                            <\/div>\n                <\/div>\n\n                <div class=\"twp-reacts-wrap\">\n                    <a react-data=\"be-react-6\" post-id=\"98059\" class=\"be-face-icons un-reacted\" href=\"javascript:void(0)\">\n                        <img decoding=\"async\" src=\"https:\/\/ryanunderdown.com\/wp-content\/plugins\/booster-extension\/\/assets\/icon\/sleepy.svg\" alt=\"Sleepy\">\n                    <\/a>\n                    <div class=\"twp-reaction-title\">\n                        Sleepy                    <\/div>\n                    <div class=\"twp-count-percent\">\n                                                    <span style=\"display: none;\" class=\"twp-react-count\">0<\/span>\n                        \n                                                <span class=\"twp-react-percent\"><span>0<\/span> %<\/span>\n                                            <\/div>\n                <\/div>\n\n                <div class=\"twp-reacts-wrap\">\n                    <a react-data=\"be-react-4\" post-id=\"98059\" class=\"be-face-icons un-reacted\" href=\"javascript:void(0)\">\n                        <img decoding=\"async\" src=\"https:\/\/ryanunderdown.com\/wp-content\/plugins\/booster-extension\/\/assets\/icon\/angry.svg\" alt=\"Angry\">\n                    <\/a>\n                    <div class=\"twp-reaction-title\">Angry<\/div>\n                    <div class=\"twp-count-percent\">\n                                                    <span style=\"display: none;\" class=\"twp-react-count\">0<\/span>\n                                                                        <span class=\"twp-react-percent\"><span>0<\/span> %<\/span>\n                        \n                    <\/div>\n                <\/div>\n\n                <div class=\"twp-reacts-wrap\">\n                    <a react-data=\"be-react-5\" post-id=\"98059\" class=\"be-face-icons un-reacted\" href=\"javascript:void(0)\">\n                        <img decoding=\"async\" src=\"https:\/\/ryanunderdown.com\/wp-content\/plugins\/booster-extension\/\/assets\/icon\/surprise.svg\" alt=\"Surprise\">\n                    <\/a>\n                    <div class=\"twp-reaction-title\">Surprise<\/div>\n                    <div class=\"twp-count-percent\">\n                                                    <span style=\"display: none;\" class=\"twp-react-count\">0<\/span>\n                                                                        <span class=\"twp-react-percent\"><span>0<\/span> %<\/span>\n                                            <\/div>\n                <\/div>\n\n            <\/div>\n        <\/div>\n\n    ","protected":false},"excerpt":{"rendered":"<p>Https:\/\/malaka555.sg-host.com\/ &#8211; Artificial intelligence is now making strides in analyzing facial expressions to predict personality traits. Advanced machine learning models can examine subtle facial cues, microexpressions, and patterns in human behavior to provide insights into a person\u2019s psychological profile. Researchers explain that AI systems are trained on large datasets containing thousands of images and videos, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":98060,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[68],"tags":[71,70,69],"class_list":["post-98059","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-71","tag-ai","tag-malaka555"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI Uses Facial Expressions to Assess Personality Traits<\/title>\n<meta name=\"description\" content=\"Learn how AI leverages deep learning and computer vision to predict personality through microexpressions and facial patterns.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ryanunderdown.com\/?p=98059\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Uses Facial Expressions to Assess Personality Traits\" \/>\n<meta property=\"og:description\" content=\"Learn how AI leverages deep learning and computer vision to predict personality through microexpressions and facial patterns.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ryanunderdown.com\/?p=98059\" \/>\n<meta property=\"og:site_name\" content=\"Ryan Underdown | Internet Marketer\" \/>\n<meta property=\"article:published_time\" content=\"2025-09-19T07:15:02+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-09-20T07:28:03+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/ryanunderdown.com\/wp-content\/uploads\/2025\/09\/a-Cropping-facial-components-in-the-CK-dataset-b-Segmenting-each-component-into-a-3-4.png\" \/>\n\t<meta property=\"og:image:width\" content=\"702\" \/>\n\t<meta property=\"og:image:height\" content=\"482\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Patrick Phillips\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Patrick Phillips\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/ryanunderdown.com\\\/?p=98059#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/ryanunderdown.com\\\/?p=98059\"},\"author\":{\"name\":\"Patrick Phillips\",\"@id\":\"https:\\\/\\\/ryanunderdown.com\\\/#\\\/schema\\\/person\\\/335c6264135fc4905e6428ffff5e1b2e\"},\"headline\":\"AI Uses Facial Expressions to Assess Personality Traits\",\"datePublished\":\"2025-09-19T07:15:02+00:00\",\"dateModified\":\"2025-09-20T07:28:03+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/ryanunderdown.com\\\/?p=98059\"},\"wordCount\":430,\"image\":{\"@id\":\"https:\\\/\\\/ryanunderdown.com\\\/?p=98059#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/ryanunderdown.com\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/a-Cropping-facial-components-in-the-CK-dataset-b-Segmenting-each-component-into-a-3-4.png\",\"keywords\":[\"2025\",\"ai\",\"malaka555\"],\"articleSection\":[\"blog\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/ryanunderdown.com\\\/?p=98059\",\"url\":\"https:\\\/\\\/ryanunderdown.com\\\/?p=98059\",\"name\":\"AI Uses Facial Expressions to Assess Personality Traits\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/ryanunderdown.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/ryanunderdown.com\\\/?p=98059#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/ryanunderdown.com\\\/?p=98059#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/ryanunderdown.com\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/a-Cropping-facial-components-in-the-CK-dataset-b-Segmenting-each-component-into-a-3-4.png\",\"datePublished\":\"2025-09-19T07:15:02+00:00\",\"dateModified\":\"2025-09-20T07:28:03+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/ryanunderdown.com\\\/#\\\/schema\\\/person\\\/335c6264135fc4905e6428ffff5e1b2e\"},\"description\":\"Learn how AI leverages deep learning and computer vision to predict personality through microexpressions and facial patterns.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/ryanunderdown.com\\\/?p=98059#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/ryanunderdown.com\\\/?p=98059\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/ryanunderdown.com\\\/?p=98059#primaryimage\",\"url\":\"https:\\\/\\\/ryanunderdown.com\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/a-Cropping-facial-components-in-the-CK-dataset-b-Segmenting-each-component-into-a-3-4.png\",\"contentUrl\":\"https:\\\/\\\/ryanunderdown.com\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/a-Cropping-facial-components-in-the-CK-dataset-b-Segmenting-each-component-into-a-3-4.png\",\"width\":702,\"height\":482},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/ryanunderdown.com\\\/?p=98059#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/ryanunderdown.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI Uses Facial Expressions to Assess Personality Traits\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/ryanunderdown.com\\\/#website\",\"url\":\"https:\\\/\\\/ryanunderdown.com\\\/\",\"name\":\"Ryan Underdown | Internet Marketer\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/ryanunderdown.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/ryanunderdown.com\\\/#\\\/schema\\\/person\\\/335c6264135fc4905e6428ffff5e1b2e\",\"name\":\"Patrick Phillips\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/65c1d73f933d943c81a17eb0349f544abf26059d1933c5733d869f2d27a05f77?s=96&d=wavatar&r=x\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/65c1d73f933d943c81a17eb0349f544abf26059d1933c5733d869f2d27a05f77?s=96&d=wavatar&r=x\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/65c1d73f933d943c81a17eb0349f544abf26059d1933c5733d869f2d27a05f77?s=96&d=wavatar&r=x\",\"caption\":\"Patrick Phillips\"},\"url\":\"https:\\\/\\\/ryanunderdown.com\\\/?author=1\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AI Uses Facial Expressions to Assess Personality Traits","description":"Learn how AI leverages deep learning and computer vision to predict personality through microexpressions and facial patterns.","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:\/\/ryanunderdown.com\/?p=98059","og_locale":"en_US","og_type":"article","og_title":"AI Uses Facial Expressions to Assess Personality Traits","og_description":"Learn how AI leverages deep learning and computer vision to predict personality through microexpressions and facial patterns.","og_url":"https:\/\/ryanunderdown.com\/?p=98059","og_site_name":"Ryan Underdown | Internet Marketer","article_published_time":"2025-09-19T07:15:02+00:00","article_modified_time":"2025-09-20T07:28:03+00:00","og_image":[{"width":702,"height":482,"url":"https:\/\/ryanunderdown.com\/wp-content\/uploads\/2025\/09\/a-Cropping-facial-components-in-the-CK-dataset-b-Segmenting-each-component-into-a-3-4.png","type":"image\/png"}],"author":"Patrick Phillips","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Patrick Phillips","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/ryanunderdown.com\/?p=98059#article","isPartOf":{"@id":"https:\/\/ryanunderdown.com\/?p=98059"},"author":{"name":"Patrick Phillips","@id":"https:\/\/ryanunderdown.com\/#\/schema\/person\/335c6264135fc4905e6428ffff5e1b2e"},"headline":"AI Uses Facial Expressions to Assess Personality Traits","datePublished":"2025-09-19T07:15:02+00:00","dateModified":"2025-09-20T07:28:03+00:00","mainEntityOfPage":{"@id":"https:\/\/ryanunderdown.com\/?p=98059"},"wordCount":430,"image":{"@id":"https:\/\/ryanunderdown.com\/?p=98059#primaryimage"},"thumbnailUrl":"https:\/\/ryanunderdown.com\/wp-content\/uploads\/2025\/09\/a-Cropping-facial-components-in-the-CK-dataset-b-Segmenting-each-component-into-a-3-4.png","keywords":["2025","ai","malaka555"],"articleSection":["blog"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/ryanunderdown.com\/?p=98059","url":"https:\/\/ryanunderdown.com\/?p=98059","name":"AI Uses Facial Expressions to Assess Personality Traits","isPartOf":{"@id":"https:\/\/ryanunderdown.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/ryanunderdown.com\/?p=98059#primaryimage"},"image":{"@id":"https:\/\/ryanunderdown.com\/?p=98059#primaryimage"},"thumbnailUrl":"https:\/\/ryanunderdown.com\/wp-content\/uploads\/2025\/09\/a-Cropping-facial-components-in-the-CK-dataset-b-Segmenting-each-component-into-a-3-4.png","datePublished":"2025-09-19T07:15:02+00:00","dateModified":"2025-09-20T07:28:03+00:00","author":{"@id":"https:\/\/ryanunderdown.com\/#\/schema\/person\/335c6264135fc4905e6428ffff5e1b2e"},"description":"Learn how AI leverages deep learning and computer vision to predict personality through microexpressions and facial patterns.","breadcrumb":{"@id":"https:\/\/ryanunderdown.com\/?p=98059#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/ryanunderdown.com\/?p=98059"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/ryanunderdown.com\/?p=98059#primaryimage","url":"https:\/\/ryanunderdown.com\/wp-content\/uploads\/2025\/09\/a-Cropping-facial-components-in-the-CK-dataset-b-Segmenting-each-component-into-a-3-4.png","contentUrl":"https:\/\/ryanunderdown.com\/wp-content\/uploads\/2025\/09\/a-Cropping-facial-components-in-the-CK-dataset-b-Segmenting-each-component-into-a-3-4.png","width":702,"height":482},{"@type":"BreadcrumbList","@id":"https:\/\/ryanunderdown.com\/?p=98059#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/ryanunderdown.com\/"},{"@type":"ListItem","position":2,"name":"AI Uses Facial Expressions to Assess Personality Traits"}]},{"@type":"WebSite","@id":"https:\/\/ryanunderdown.com\/#website","url":"https:\/\/ryanunderdown.com\/","name":"Ryan Underdown | Internet Marketer","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/ryanunderdown.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/ryanunderdown.com\/#\/schema\/person\/335c6264135fc4905e6428ffff5e1b2e","name":"Patrick Phillips","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/65c1d73f933d943c81a17eb0349f544abf26059d1933c5733d869f2d27a05f77?s=96&d=wavatar&r=x","url":"https:\/\/secure.gravatar.com\/avatar\/65c1d73f933d943c81a17eb0349f544abf26059d1933c5733d869f2d27a05f77?s=96&d=wavatar&r=x","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/65c1d73f933d943c81a17eb0349f544abf26059d1933c5733d869f2d27a05f77?s=96&d=wavatar&r=x","caption":"Patrick Phillips"},"url":"https:\/\/ryanunderdown.com\/?author=1"}]}},"_links":{"self":[{"href":"https:\/\/ryanunderdown.com\/index.php?rest_route=\/wp\/v2\/posts\/98059","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ryanunderdown.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ryanunderdown.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ryanunderdown.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ryanunderdown.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=98059"}],"version-history":[{"count":1,"href":"https:\/\/ryanunderdown.com\/index.php?rest_route=\/wp\/v2\/posts\/98059\/revisions"}],"predecessor-version":[{"id":98061,"href":"https:\/\/ryanunderdown.com\/index.php?rest_route=\/wp\/v2\/posts\/98059\/revisions\/98061"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ryanunderdown.com\/index.php?rest_route=\/wp\/v2\/media\/98060"}],"wp:attachment":[{"href":"https:\/\/ryanunderdown.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=98059"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ryanunderdown.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=98059"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ryanunderdown.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=98059"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}