{"id":3601,"date":"2020-10-18T12:12:40","date_gmt":"2020-10-18T16:12:40","guid":{"rendered":"https:\/\/melindaozel.com\/?p=3601"},"modified":"2025-02-20T23:34:06","modified_gmt":"2025-02-21T04:34:06","slug":"bias-in-emotion-tracking","status":"publish","type":"post","link":"https:\/\/melindaozel.com\/ru\/bias-in-emotion-tracking\/","title":{"rendered":"\u041f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0441\u0442\u044c \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u044d\u043c\u043e\u0446\u0438\u0439"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"3601\" class=\"elementor elementor-3601\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-63ad625 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"63ad625\" 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-0a8286b\" data-id=\"0a8286b\" 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-1323232 elementor-widget elementor-widget-text-editor\" data-id=\"1323232\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h1>\u041f\u043e\u0433\u0440\u0435\u0448\u043d\u043e\u0441\u0442\u0438 \u0432 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439<\/h1>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c551995 elementor-widget elementor-widget-text-editor\" data-id=\"c551995\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>\u041c\u044b, \u043a\u0430\u0436\u0435\u0442\u0441\u044f, \u0441\u043e\u0433\u043b\u0430\u0441\u043d\u044b \u0441 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u043c \u0443\u043f\u0440\u043e\u0449\u0435\u043d\u0438\u0435\u043c, \u0447\u0442\u043e \u043c\u0430\u0448\u0438\u043d\u044b \u043c\u0435\u043d\u0435\u0435 \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u044b, \u0447\u0435\u043c \u043b\u044e\u0434\u0438; \u043e\u0434\u043d\u0430\u043a\u043e, \u0435\u0441\u043b\u0438 \u0432\u044b \u0437\u043d\u0430\u043a\u043e\u043c\u044b \u0441 \u0442\u0435\u043c, \u043a\u0430\u043a \u043c\u0430\u0448\u0438\u043d\u044b \u043e\u0431\u0443\u0447\u0430\u044e\u0442\u0441\u044f \u0447\u0438\u0442\u0430\u0442\u044c \u0438 \u0444\u043e\u043a\u0443\u0441\u0438\u0440\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u043d\u0430 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u0430\u0441\u043f\u0435\u043a\u0442\u0430\u0445 \u0434\u0430\u043d\u043d\u044b\u0445, \u0432\u044b \u0437\u043d\u0430\u0435\u0442\u0435: \u0412\u0441\u0435 \u043d\u0435 \u0442\u0430\u043a \u043f\u0440\u043e\u0441\u0442\u043e.<\/p><p>\u041c\u0430\u0448\u0438\u043d\u044b \u043d\u0435 \u0441\u0432\u043e\u0431\u043e\u0434\u043d\u044b \u043e\u0442 \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0441\u0442\u0438, \u0435\u0441\u043b\u0438 \u0438\u0445 \u043e\u0431\u0443\u0447\u0430\u044e\u0442 \u043b\u044e\u0434\u0438.<\/p><p>\u041d\u0438\u0436\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u044b \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u0442\u0438\u043f\u044b \u0441\u043c\u0435\u0449\u0435\u043d\u0438\u0439, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043c\u043e\u0433\u0443\u0442 \u0432\u043e\u0437\u043d\u0438\u043a\u0430\u0442\u044c \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u043c\u0430\u0440\u043a\u0438\u0440\u043e\u0432\u043a\u0435 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439. \u041c\u043d\u043e\u0433\u0438\u0435 \u0438\u0437 \u044d\u0442\u0438\u0445 \u043e\u0448\u0438\u0431\u043e\u043a \u043c\u043e\u0436\u043d\u043e \u0443\u043c\u0435\u043d\u044c\u0448\u0438\u0442\u044c, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u044f \u0442\u0430\u043a\u0436\u0435 \u0432\u043a\u043b\u044e\u0447\u0438\u043b \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u043f\u043e \u0443\u043b\u0443\u0447\u0448\u0435\u043d\u0438\u044e \u043c\u0435\u0442\u043e\u0434\u043e\u0432. <strong>\u0415\u0441\u043b\u0438 \u0432\u044b \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442\u0435 \u043d\u0430\u0434 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0435\u043c \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439 \u043b\u044e\u0431\u043e\u0433\u043e \u0442\u0438\u043f\u0430, \u044d\u0442\u043e \u0432\u0430\u0448\u0430 \u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0441\u0442\u044c, \u0447\u0442\u043e\u0431\u044b \u0431\u044b\u0442\u044c \u0432 \u043a\u0443\u0440\u0441\u0435 \u044d\u0442\u0438\u0445 \u043f\u0440\u0435\u0434\u0440\u0430\u0441\u0441\u0443\u0434\u043a\u043e\u0432.<\/strong><\/p><p><span style=\"text-decoration: underline;\">\u041f\u0440\u043e\u0441\u043c\u043e\u0442\u0440\u0438\u0442\u0435 \u0441\u043b\u0430\u0439\u0434\u044b \u043d\u0438\u0436\u0435 \u0438\u043b\u0438 \u0432\u0438\u0434\u0435\u043e \u043f\u043e \u044d\u0442\u043e\u0439 \u0441\u0441\u044b\u043b\u043a\u0435<\/span>:<strong> \u0412\u0438\u0434\u0435\u043e YouTube<\/strong><\/p><p style=\"text-align: center;\"><iframe src=\"https:\/\/www.youtube.com\/embed\/TdpdOcGcxkY\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd1c2af elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"dd1c2af\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\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-7f148ef elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7f148ef\" 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-7c17381\" data-id=\"7c17381\" 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-b0cfe2d elementor-widget elementor-widget-image\" data-id=\"b0cfe2d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8261\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-52a9cb8 elementor-widget elementor-widget-image\" data-id=\"52a9cb8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8260\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u041c\u043d\u043e\u0433\u0438\u0435 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u043f\u043e \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u044e \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439 \u043f\u044b\u0442\u0430\u044e\u0442\u0441\u044f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u043a\u043e\u0434\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439 \u043b\u0438\u0446\u0430 \u041f\u043e\u043b\u0430 \u042d\u043a\u043c\u0430\u043d\u0430 (FACS).\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-c0d557b elementor-widget elementor-widget-text-editor\" data-id=\"c0d557b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 500;\"><span style=\"font-weight: 300;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <\/span>\u041e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0435 \u043c\u043d\u043e\u0433\u0438\u0445 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439<\/span><span style=\"font-weight: 300;\"> \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 <\/span><i><span style=\"font-weight: 300;\">\u043f\u043e\u043f\u0440\u043e\u0431\u0443\u0439\u0442\u0435<\/span><\/i><span style=\"font-weight: 300;\"> \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0441\u043b\u043e\u0432\u0430 \u041f\u043e\u043b\u0430 \u042d\u043a\u043c\u0430\u043d\u0430 <\/span><span style=\"font-weight: 300;\">\u0421\u0438\u0441\u0442\u0435\u043c\u0430 \u043a\u043e\u0434\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043b\u0438\u0446\u0430<\/span><span style=\"font-weight: 300;\"> (FACS)\u00a0<br \/><\/span><span style=\"font-weight: 500;\">- \u043d\u043e \u043c\u043d\u043e\u0433\u0438\u0435 \u043d\u0435 \u0442\u0440\u0430\u0442\u044f\u0442 \u0432\u0440\u0435\u043c\u044f \u043d\u0430 \u0442\u043e, \u0447\u0442\u043e\u0431\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0435\u0433\u043e \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd5253f elementor-widget elementor-widget-image\" data-id=\"dd5253f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-expression-classification.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8259\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-expression-classification.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-expression-classification.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-expression-classification.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-expression-classification.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-expression-classification.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-797ce99 elementor-widget elementor-widget-text-editor\" data-id=\"797ce99\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <\/span>\u0427\u0442\u043e \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442, \u043a\u043e\u0433\u0434\u0430 \u0432\u044b \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0435 FACS?<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"text-decoration: underline;\"><span style=\"font-weight: 300;\">\u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u0430\u044f \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439<\/span><\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u043d\u0435\u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043d\u0430\u0432\u0435\u0448\u0438\u0432\u0430\u043d\u0438\u0435 \u044f\u0440\u043b\u044b\u043a\u043e\u0432 (\u0440\u0430\u0441\u043e\u0432\u044b\u0445, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0445, \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0445 \u0438 \u0442.\u0434.)<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u0430\u043d\u0430\u0440\u0445\u0438\u044f<\/span><\/li><\/ul><p><span style=\"font-weight: 300;\">\u0414\u0430\u0436\u0435 \u0435\u0441\u043b\u0438 \u0432\u044b \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0435 FACS, \u0432\u0441\u0435\u0433\u0434\u0430 \u0431\u0443\u0434\u0435\u0442 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0441\u0442\u044c \u0438 \u043d\u0435\u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0435 - \u043d\u043e \u0435\u0441\u043b\u0438 \u043f\u0440\u0438\u043d\u044f\u0442\u044c \u0442\u0449\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u043c\u0435\u0440\u044b, \u044d\u0442\u0438 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u043c\u043e\u0436\u043d\u043e \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0443\u043c\u0435\u043d\u044c\u0448\u0438\u0442\u044c.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f28cbb2 elementor-widget elementor-widget-image\" data-id=\"f28cbb2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8264\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u041d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u0430\u044f \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-fee0767 elementor-widget elementor-widget-text-editor\" data-id=\"fee0767\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <\/span><b>\u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u0430\u044f \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439<\/b><\/span><\/p><ul><li><span style=\"font-weight: 300;\">\u0414\u0435\u0439\u0441\u0442\u0432\u0438\u044f \u043b\u0438\u0446\u0430 \u0442\u043e\u043d\u043a\u0438\u0435 \u0438 \u0442\u0440\u0443\u0434\u043d\u043e \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u043c\u044b\u0435 \u0431\u0435\u0437 \u0438\u043d\u0442\u0435\u043d\u0441\u0438\u0432\u043d\u043e\u0433\u043e \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u044f.<\/span><\/li><li><span style=\"font-weight: 300;\">\u0411\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0441\u043f\u0440\u0430\u0432\u043e\u0447\u043d\u0438\u043a\u043e\u0432 \u043f\u043e FACS (<\/span><i><span style=\"font-weight: 300;\">\u0437\u0430 \u0438\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435\u043c<\/span><\/i><span style=\"font-weight: 300;\"> \u043e\u0440\u0438\u0433\u0438\u043d\u0430\u043b\u044c\u043d\u043e\u0435 \u0420\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u043e \u043f\u043e FACS) \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0442 \u043d\u0435\u0432\u0435\u0440\u043d\u044b\u0435 \u0432\u0438\u0437\u0443\u0430\u043b\u044c\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 FACS - \u0434\u0430\u0436\u0435 \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0438, \u0441\u0447\u0438\u0442\u0430\u044e\u0449\u0438\u0435\u0441\u044f \u0434\u043e\u0441\u0442\u043e\u0432\u0435\u0440\u043d\u044b\u043c\u0438.<\/span><\/li><li><span style=\"font-weight: 300;\">\u041d\u0435\u0441\u043c\u043e\u0442\u0440\u044f \u043d\u0430 \u044d\u0442\u0438 \u043d\u0435\u0442\u043e\u0447\u043d\u043e\u0441\u0442\u0438, \u0442\u0430\u043a\u0438\u0435 \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0438 \u0447\u0430\u0441\u0442\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0441\u0441\u044b\u043b\u043e\u043a \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u0430\u043c\u0438 \u0438 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044f\u043c\u0438 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0441\u043b\u0435\u0436\u0435\u043d\u0438\u044f \u0437\u0430 \u043b\u0438\u0446\u043e\u043c.\u00a0<\/span><\/li><li><span style=\"font-weight: 500;\">\u041f\u043e\u0441\u043a\u043e\u043b\u044c\u043a\u0443 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u043d\u0435\u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0438\u043d\u0432\u0435\u0441\u0442\u0438\u0440\u0443\u044e\u0442 \u0432 \u0440\u043e\u043b\u0438, \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u043d\u0430 \u0434\u0430\u043d\u043d\u044b\u0445, \u043e\u043d\u0438, \u0441\u043a\u043e\u0440\u0435\u0435 \u0432\u0441\u0435\u0433\u043e, \u043d\u0435 \u0440\u0430\u0441\u043f\u043e\u043b\u0430\u0433\u0430\u044e\u0442 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u044b\u043c \u043f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u043e\u043c \u0438\u043b\u0438 \u0440\u0435\u0441\u0443\u0440\u0441\u0430\u043c\u0438 \u0434\u043b\u044f \u0440\u0430\u0437\u043b\u0438\u0447\u0435\u043d\u0438\u044f \u0432\u0430\u0436\u043d\u044b\u0445 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439 \u043f\u043e \u043b\u0438\u0446\u0443.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48305e2 elementor-widget elementor-widget-image\" data-id=\"48305e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-wrong.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8266\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u041d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u0430\u044f \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-wrong.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-wrong.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-wrong.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-wrong.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-wrong.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-987ebfe elementor-widget elementor-widget-image\" data-id=\"987ebfe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8268\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u041d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u0430\u044f \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-7f04535 elementor-widget elementor-widget-text-editor\" data-id=\"7f04535\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <\/span><b>\u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u0430\u044f \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439<\/b><\/span><\/p><ul><li><span style=\"font-weight: 300;\">\u041e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u0444\u043e\u0440\u043c\u044b, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a \"<\/span><span style=\"font-weight: 300;\">\u0437\u0430\u0442\u044f\u0433\u0438\u0432\u0430\u0442\u0435\u043b\u044c \u0433\u0443\u0431<\/span><span style=\"font-weight: 300;\">\" \u0440\u0435\u0433\u0443\u043b\u044f\u0440\u043d\u043e \u043f\u0443\u0442\u0430\u044e\u0442 \u0441 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f\u043c\u0438 \u0442\u0438\u043f\u0430 \"<\/span><span style=\"font-weight: 300;\">\u043f\u0440\u0435\u0441\u0441 \u0434\u043b\u044f \u0433\u0443\u0431<\/span><span style=\"font-weight: 300;\">\" \u0438\/\u0438\u043b\u0438 \"<\/span><span style=\"font-weight: 300;\">\u0433\u0443\u0431\u044b<\/span> <span style=\"font-weight: 300;\">\u043c\u043e\u0440\u0449\u0438\u0442\u044c\u0441\u044f.<\/span><span style=\"font-weight: 300;\">\u201d<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><li><span style=\"font-weight: 300;\">\u041f\u043e\u0434\u0442\u044f\u0433\u0438\u0432\u0430\u0442\u0435\u043b\u044c \u0434\u043b\u044f \u0433\u0443\u0431<\/span><span style=\"font-weight: 300;\"> \u0438\u043c\u0435\u0435\u0442 \u0431\u043e\u043b\u044c\u0448\u043e\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435: <\/span><b>\u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u044d\u043c\u043e\u0446\u0438\u0439 &amp; <\/b><b>\u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0441\u0442\u0432\u043e \u0440\u0435\u0447\u0438<\/b><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-244f516 elementor-widget elementor-widget-image\" data-id=\"244f516\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener-AU23.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8270\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u041d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u0430\u044f \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener-AU23.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener-AU23.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener-AU23.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener-AU23.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/incorrect-expression-classification-racial-cultural-and-age-related-bias-in-face-tracking-lip-tightener-AU23.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-e30ec9e elementor-widget elementor-widget-text-editor\" data-id=\"e30ec9e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <\/span><b>\u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u0430\u044f \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439<\/b><\/span><\/p><ul><li><span style=\"font-weight: 300;\">\u0412\u044b\u0448\u0435 \u043f\u043e\u043a\u0430\u0437\u0430\u043d\u043e \u0438\u0441\u0442\u0438\u043d\u043d\u043e\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043f\u043e\u0434\u0442\u044f\u0436\u043a\u0438 \u0434\u043b\u044f \u0433\u0443\u0431.<\/span><\/li><li><span style=\"font-weight: 300;\">\u042d\u0442\u043e \u043b\u0438\u0448\u044c \u043e\u0434\u043d\u0430 \u0438\u0437 \u043c\u043d\u043e\u0433\u0438\u0445 \u0444\u043e\u0440\u043c, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043a\u0430\u0436\u0434\u044b\u0439 \u0440\u0430\u0437 \u043f\u0440\u043e\u043b\u0435\u0442\u0430\u044e\u0442 \u043f\u043e\u0434 \u0440\u0430\u0434\u0430\u0440\u043e\u043c: <br \/>\u2013 <strong>\u043e\u0448\u0438\u0431\u043e\u0447\u043d\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435<\/strong> \u2013 <strong>\u043d\u0435\u0432\u0435\u0440\u043d\u0430\u044f \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f<\/strong> \u2013 <strong>\u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435<\/strong><\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0ccb0ff elementor-widget elementor-widget-image\" data-id=\"0ccb0ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8271\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u041d\u0435\u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u0430\u044f \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-4cc0dec elementor-widget elementor-widget-text-editor\" data-id=\"4cc0dec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: \u0427\u0442\u043e \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442, \u043a\u043e\u0433\u0434\u0430 \u0432\u044b \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0435 FACS?<\/span><\/span><\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u0430\u044f \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"text-decoration: underline;\"><span style=\"font-weight: 300;\">\u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u043d\u0435\u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439<\/span><\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043d\u0430\u0432\u0435\u0448\u0438\u0432\u0430\u043d\u0438\u0435 \u044f\u0440\u043b\u044b\u043a\u043e\u0432 (\u0440\u0430\u0441\u043e\u0432\u044b\u0445, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0445, \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0445 \u0438 \u0442.\u0434.)<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u0430\u043d\u0430\u0440\u0445\u0438\u044f<\/span><ul><li style=\"list-style-type: none;\">\u00a0<\/li><\/ul><\/li><\/ul><\/li><\/ul><p><span style=\"font-weight: 300;\">\u0414\u0430\u0436\u0435 \u0435\u0441\u043b\u0438 \u0432\u044b \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0435 FACS, \u0432\u0441\u0435\u0433\u0434\u0430 \u0431\u0443\u0434\u0435\u0442 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0441\u0442\u044c \u0438 \u043d\u0435\u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0435 - \u043d\u043e \u0435\u0441\u043b\u0438 \u043f\u0440\u0438\u043d\u044f\u0442\u044c \u0442\u0449\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u043c\u0435\u0440\u044b, \u044d\u0442\u0438 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u043c\u043e\u0436\u043d\u043e \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0443\u043c\u0435\u043d\u044c\u0448\u0438\u0442\u044c.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ad0afa elementor-widget elementor-widget-image\" data-id=\"3ad0afa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8274\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u041d\u0435\u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u0430\u044f \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-b6ffb2e elementor-widget elementor-widget-text-editor\" data-id=\"b6ffb2e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <\/span><b>\u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u0430\u044f \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439<\/b><\/span><\/p><p><span style=\"font-weight: 300;\">\u0422\u0435 \u0436\u0435 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b, \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0435 \u0441 \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e\u0439 \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0435\u0439 <\/span><span style=\"font-weight: 300;\">\u0442\u0430\u043a\u0436\u0435 \u0441\u043f\u043e\u0441\u043e\u0431\u0441\u0442\u0432\u0443\u044e\u0442 \u043d\u0435\u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0439 \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-481e68e elementor-widget elementor-widget-image\" data-id=\"481e68e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8277\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u041d\u0435\u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u0430\u044f \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-b9006a6 elementor-widget elementor-widget-text-editor\" data-id=\"b9006a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <\/span><b>\u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u043d\u0435\u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439<\/b><\/span><\/p><p><span style=\"font-weight: 500;\">\u0415\u0441\u043b\u0438 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u043d\u0435 \u0431\u0443\u0434\u0443\u0442 \u0442\u0449\u0430\u0442\u0435\u043b\u044c\u043d\u043e \u0438\u043d\u0432\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u0434\u0430\u043d\u043d\u044b\u0445,\u00a0<\/span><span style=\"font-weight: 500;\">\u0438\u0445 \u043f\u0440\u0430\u0432\u0438\u043b\u0430 \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u043d\u0435 \u043c\u043e\u0433\u0443\u0442 \u0431\u044b\u0442\u044c \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u044b.<\/span><span style=\"font-weight: 500;\"><br \/><\/span><\/p><p><span style=\"font-weight: 300;\">\u0412 \u0441\u0432\u044f\u0437\u0438 \u0441:<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0438\u0435 \u0438\u043d\u0432\u0435\u0441\u0442\u0438\u0446\u0438\u0439 \u0432 \u043d\u0430\u0435\u043c \u0438\/\u0438\u043b\u0438 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u043e\u0432 \u0434\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u0434\u0430\u043d\u043d\u044b\u043c\u0438<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0438\u0435 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u0440\u0435\u0441\u0443\u0440\u0441\u043e\u0432 FACS\u00a0<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u0432\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u044f\u044f \u0442\u0440\u0443\u0434\u043d\u043e\u0441\u0442\u044c \u0432 \u0434\u0438\u0444\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u0430\u0446\u0438\u0438 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439 \u043b\u0438\u0446\u0430<\/span><\/li><\/ul><p><b>\u2192<\/b> <span style=\"font-weight: 300;\">\u041c\u0430\u0440\u043a\u0438\u0440\u043e\u0432\u0449\u0438\u043a\u0438 \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u0446\u0438\u0440\u0443\u044e\u0442 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u043d\u0435\u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e.<br \/><\/span><b>\u2192<\/b><span style=\"font-weight: 300;\"> \u0423 \u0441\u043b\u0435\u0434\u043e\u043f\u044b\u0442\u043e\u0432 \u043f\u043e\u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u0441\u0442\u0440\u0430\u043d\u043d\u044b\u0435 \u043f\u0440\u0438\u0447\u0443\u0434\u044b, \u043e\u043d\u0438 \u0441\u0432\u044f\u0437\u044b\u0432\u0430\u044e\u0442 \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u0435 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u0434\u0440\u0443\u0433 \u0441 \u0434\u0440\u0443\u0433\u043e\u043c \u0438 \u043f\u0443\u0442\u0430\u044e\u0442 \u0434\u0440\u0443\u0433\u0438\u0445.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5335ce6 elementor-widget elementor-widget-image\" data-id=\"5335ce6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-pipeline-failure.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8279\" alt=\"\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-pipeline-failure.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-pipeline-failure.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-pipeline-failure.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-pipeline-failure.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-pipeline-failure.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-69f8c8b elementor-widget elementor-widget-text-editor\" data-id=\"69f8c8b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <\/span><b>\u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u043d\u0435\u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439<\/b><\/span><\/p><p><b>\u041f\u0420\u0418\u041c\u0415\u0427\u0410\u041d\u0418\u0415: <\/b><span style=\"font-weight: 300;\">\u042d\u0442\u0430 \u0434\u0438\u0430\u0433\u0440\u0430\u043c\u043c\u0430 \u0431\u044b\u043b\u0430 \u0441\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0430 \u0434\u043b\u044f \u043e\u0431\u044a\u044f\u0441\u043d\u0435\u043d\u0438\u044f \u043f\u0440\u043e\u0431\u043b\u0435\u043c \u0430\u043a\u0442\u0438\u0432\u0430\u0446\u0438\u0438 \u0444\u043e\u0440\u043c\u044b \u0434\u043b\u044f \u0430\u0432\u0430\u0442\u0430\u0440\u043e\u0432, \u043d\u043e \u0442\u0435 \u0436\u0435 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u043f\u043e\u043d\u044f\u0442\u0438\u044f \u043f\u0440\u0438\u043c\u0435\u043d\u0438\u043c\u044b \u043a \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u044e \u043b\u0438\u0446\u0430 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb225b5 elementor-widget elementor-widget-image\" data-id=\"eb225b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-bias.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8282\" alt=\"\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-bias.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-bias.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-bias.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-bias.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-inconsistent-data-classification-bias.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-81b0354 elementor-widget elementor-widget-text-editor\" data-id=\"81b0354\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: \u0427\u0442\u043e \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442, \u043a\u043e\u0433\u0434\u0430 \u0432\u044b \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0435 FACS?<\/span><\/span><\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u0430\u044f \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u043d\u0435\u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"text-decoration: underline;\"><span style=\"font-weight: 300;\">\u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043d\u0430\u0432\u0435\u0448\u0438\u0432\u0430\u043d\u0438\u0435 \u044f\u0440\u043b\u044b\u043a\u043e\u0432 (\u0440\u0430\u0441\u043e\u0432\u044b\u0445, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0445, \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0445 \u0438 \u0442.\u0434.)<\/span><\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u0430\u043d\u0430\u0440\u0445\u0438\u044f<\/span><ul><li style=\"list-style-type: none;\">\u00a0<\/li><\/ul><\/li><\/ul><\/li><\/ul><p><span style=\"font-weight: 300;\">\u0414\u0430\u0436\u0435 \u0435\u0441\u043b\u0438 \u0432\u044b \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0435 FACS, \u0432\u0441\u0435\u0433\u0434\u0430 \u0431\u0443\u0434\u0435\u0442 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0441\u0442\u044c \u0438 \u043d\u0435\u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0435 - \u043d\u043e \u0435\u0441\u043b\u0438 \u043f\u0440\u0438\u043d\u044f\u0442\u044c \u0442\u0449\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u043c\u0435\u0440\u044b, \u044d\u0442\u0438 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u043c\u043e\u0436\u043d\u043e \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0443\u043c\u0435\u043d\u044c\u0448\u0438\u0442\u044c.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-382895f elementor-widget elementor-widget-image\" data-id=\"382895f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8286\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043c\u0430\u0440\u043a\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-03850e1 elementor-widget elementor-widget-text-editor\" data-id=\"03850e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <strong>\u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043d\u0430\u0432\u0435\u0448\u0438\u0432\u0430\u043d\u0438\u0435 \u044f\u0440\u043b\u044b\u043a\u043e\u0432 (\u0440\u0430\u0441\u043e\u0432\u044b\u0445, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0445, \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0445 \u0438 \u0442.\u0434.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u041a\u043e\u0433\u0434\u0430 \u043c\u0435\u0442\u043a\u0438 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u043f\u043b\u043e\u0445\u043e \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u044b \u0438 \u043f\u043b\u043e\u0445\u043e \u043f\u043e\u043d\u044f\u0442\u043d\u044b, \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u0438\u0435 \u043e\u0448\u0438\u0431\u043a\u0438 \u043c\u043e\u0433\u0443\u0442 \u043f\u0440\u0438\u0432\u0435\u0441\u0442\u0438 \u043a \u0431\u043e\u043b\u044c\u0448\u0438\u043c \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f\u043c.<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f3b8235 elementor-widget elementor-widget-image\" data-id=\"f3b8235\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8287\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043c\u0430\u0440\u043a\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-664c10d elementor-widget elementor-widget-text-editor\" data-id=\"664c10d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <strong>\u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043d\u0430\u0432\u0435\u0448\u0438\u0432\u0430\u043d\u0438\u0435 \u044f\u0440\u043b\u044b\u043a\u043e\u0432 (\u0440\u0430\u0441\u043e\u0432\u044b\u0445, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0445, \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0445 \u0438 \u0442.\u0434.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u041f\u0440\u0435\u0436\u0434\u0435 \u0447\u0435\u043c \u043f\u0435\u0440\u0435\u0439\u0442\u0438 \u043a \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0435\u043d\u0438\u044e \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0441\u0442\u0438, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043c\u043e\u0436\u0435\u0442 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u0432 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u044f \u043b\u0438\u0446, \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0443\u0436\u0435 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0443\u044e \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0441\u0442\u044c \u0432 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u043f\u0440\u0438\u0437\u043d\u0430\u043a\u043e\u0432: \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f \u043b\u0438\u0446.<br \/><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f59553a elementor-widget elementor-widget-image\" data-id=\"f59553a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection-failures.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8326\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection-failures.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection-failures.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection-failures.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection-failures.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-biased-labeling-feature-detection-failures.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-2712cf2 elementor-widget elementor-widget-text-editor\" data-id=\"2712cf2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <strong>\u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043d\u0430\u0432\u0435\u0448\u0438\u0432\u0430\u043d\u0438\u0435 \u044f\u0440\u043b\u044b\u043a\u043e\u0432 (\u0440\u0430\u0441\u043e\u0432\u044b\u0445, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0445, \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0445 \u0438 \u0442.\u0434.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u0415\u0441\u043b\u0438 \u043c\u044b \u0434\u0430\u0436\u0435 \u043d\u0435 \u043c\u043e\u0436\u0435\u043c \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0438\u0442\u044c \u0447\u0435\u0440\u0442\u044b \u043b\u0438\u0446\u0430, \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u044c\u0442\u0435, \u043d\u0430\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0441\u043b\u043e\u0436\u043d\u044b\u043c \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0435 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u043b\u0438\u0446\u0430. \u041e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0435 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u044f \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u0447\u0435\u0440\u0442 \u043b\u0438\u0446\u0430. \u041e\u043d\u043e \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u044f \u0442\u043e\u043d\u043a\u0438\u0445 \u0434\u0432\u0438\u0436\u0435\u043d\u0438\u0439 \u043b\u0438\u0446\u0430.<br \/><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8060670 elementor-widget elementor-widget-image\" data-id=\"8060670\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8288\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u043e \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u044e\u0442, \u0447\u0442\u043e \u043b\u044e\u0434\u0438 \u0437\u0430\u043c\u0435\u0442\u043d\u043e \u0445\u0443\u0436\u0435 \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0438\u0440\u0443\u044e\u0442 \u043b\u0438\u0446\u0430 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0438\u0442\u0435\u043b\u0435\u0439 \u0440\u0430\u0437\u043d\u044b\u0445 \u043a\u0443\u043b\u044c\u0442\u0443\u0440.\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-09b025f elementor-widget elementor-widget-text-editor\" data-id=\"09b025f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <strong>\u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043d\u0430\u0432\u0435\u0448\u0438\u0432\u0430\u043d\u0438\u0435 \u044f\u0440\u043b\u044b\u043a\u043e\u0432 (\u0440\u0430\u0441\u043e\u0432\u044b\u0445, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0445, \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0445 \u0438 \u0442.\u0434.)<\/strong>\n<\/span><\/span>\n\n<span style=\"font-weight: 300;\">\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u043e \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u044e\u0442, \u0447\u0442\u043e \u043b\u044e\u0434\u0438 \u0437\u0430\u043c\u0435\u0442\u043d\u043e \u0445\u0443\u0436\u0435 \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0438\u0440\u0443\u044e\u0442 \u043b\u0438\u0446\u0430 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0438\u0442\u0435\u043b\u0435\u0439 \u0440\u0430\u0437\u043d\u044b\u0445 \u043a\u0443\u043b\u044c\u0442\u0443\u0440.<\/span>\n<ul>\n<sup>\u0411\u043b\u0435\u0439\u0441, \u041a\u0430\u0440\u043e\u043b\u0438\u043d \u0438 \u0414\u0436\u0435\u043a, \u0420\u044d\u0439\u0447\u0435\u043b \u0438 \u0428\u0438\u043f\u0435\u0440\u0441, \u041a\u0440\u0438\u0441\u0442\u043e\u0444 \u0438 \u0424\u0438\u0441\u0435\u0442, \u0414\u0430\u043d\u0438\u044d\u043b\u044c \u0438 \u041a\u0430\u043b\u044c\u0434\u0430\u0440\u0430, \u0420\u043e\u0431\u0435\u0440\u0442\u043e. Culture Shapes How We Look at Faces. (2008).PloS one. 3. e3022. 10.1371\/journal.pone.0003022.<\/sup>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-638b6a8 elementor-widget elementor-widget-image\" data-id=\"638b6a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion-research.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8290\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439:\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion-research.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion-research.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion-research.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion-research.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-cultures-and-emotion-research.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-0c71ee5 elementor-widget elementor-widget-text-editor\" data-id=\"0c71ee5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <strong>\u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043d\u0430\u0432\u0435\u0448\u0438\u0432\u0430\u043d\u0438\u0435 \u044f\u0440\u043b\u044b\u043a\u043e\u0432 (\u0440\u0430\u0441\u043e\u0432\u044b\u0445, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0445, \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0445 \u0438 \u0442.\u0434.)<\/strong><br \/><\/span><\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u041b\u044e\u0434\u0438 \u043f\u043e-\u0440\u0430\u0437\u043d\u043e\u043c\u0443 \u0438\u0437\u0432\u043b\u0435\u043a\u0430\u044e\u0442 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e, \u0433\u043b\u044f\u0434\u044f \u043d\u0430 \u043b\u0438\u0446\u0430, \u0438 \u0438\u0449\u0443\u0442 \u0440\u0430\u0437\u043d\u044b\u0435 \u043f\u043e\u0434\u0441\u043a\u0430\u0437\u043a\u0438 \u043f\u0440\u0438 \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0430\u0446\u0438\u0438 \u044d\u043c\u043e\u0446\u0438\u0439.\u00a0<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u041a\u0443\u043b\u044c\u0442\u0443\u0440\u0430 \u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442 \u0433\u043b\u0443\u0431\u043e\u043a\u043e\u0435 \u0432\u043b\u0438\u044f\u043d\u0438\u0435 \u043d\u0430 \u0442\u043e, \u0447\u0442\u043e \u043c\u044b \u0441\u0447\u0438\u0442\u0430\u0435\u043c \u0446\u0435\u043d\u043d\u043e\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0435\u0439 \u0438 \u043f\u043e\u0434\u0441\u043a\u0430\u0437\u043a\u0430\u043c\u0438.<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><\/ul><p><span style=\"font-weight: 300;\">\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u043f\u043e\u043a\u0430\u0437\u0430\u043b\u0438:<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"2\"><b>\u0412\u043e\u0441\u0442\u043e\u0447\u043d\u0430\u044f \u0410\u0437\u0438\u044f<\/b> <span style=\"font-weight: 300;\">\u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438 <\/span><span style=\"font-weight: 300;\">\u0441\u043a\u043b\u043e\u043d\u043d\u044b \u0444\u043e\u043a\u0443\u0441\u0438\u0440\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u043d\u0430 \u0441\u0435\u0440\u0435\u0434\u0438\u043d\u0435 \u043b\u0438\u0446\u0430, \u0432\u043e\u043a\u0440\u0443\u0433 \u043d\u043e\u0441\u0430, \u043f\u0440\u0438\u0434\u0430\u0432\u0430\u044f \u0431\u043e\u043b\u044c\u0448\u0435\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0433\u043b\u0430\u0437\u0430\u043c \u0438 \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044e \u0432\u0437\u0433\u043b\u044f\u0434\u0430.\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><b>\u0417\u0430\u043f\u0430\u0434\u043d\u044b\u0439 \u0435\u0432\u0440\u043e\u043f\u0435\u0435\u0446 <\/b><span style=\"font-weight: 300;\">\u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438 \u0441\u043a\u043b\u043e\u043d\u043d\u044b \u0438\u0441\u043a\u0430\u0442\u044c \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0435 \u044d\u043c\u043e\u0446\u0438\u0439 \u0432 \u0431\u0440\u043e\u0432\u044f\u0445 \u0438 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0440\u0442\u0430<\/span><\/li><li style=\"font-weight: 500;\" aria-level=\"2\"><span style=\"font-weight: 500;\">\u042d\u0442\u0438 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u0432\u043e \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0438 \u0441\u043e\u0437\u0434\u0430\u044e\u0442 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f, \u043a\u043e\u0433\u0434\u0430 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438 \u0441\u043c\u043e\u0442\u0440\u044f\u0442 \u043d\u0430 \u043b\u0438\u0446\u0430 \u0441 \u043f\u0440\u043e\u0442\u0438\u0432\u043e\u0440\u0435\u0447\u0438\u0432\u044b\u043c\u0438 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u044f\u043c\u0438.<br \/><\/span><span style=\"font-weight: 300;\">\u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u043a\u043e\u0433\u0434\u0430 \u0443 \u0441\u0447\u0430\u0441\u0442\u043b\u0438\u0432\u043e\u0433\u043e \u0440\u0442\u0430 \u0433\u0440\u0443\u0441\u0442\u043d\u044b\u0435 \u0433\u043b\u0430\u0437\u0430:<br \/><\/span><span style=\"font-weight: 300;\">- \u042f\u043f\u043e\u043d\u0441\u043a\u0438\u0435 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438 \u043f\u0440\u0438\u0434\u0430\u044e\u0442 \u0431\u043e\u043b\u044c\u0448\u0435\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u044d\u043c\u043e\u0446\u0438\u044f\u043c, \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0435\u043c\u044b\u043c \u0432 \u0433\u043b\u0430\u0437\u0430\u0445<br \/><\/span><span style=\"font-weight: 300;\">- \u0410\u043c\u0435\u0440\u0438\u043a\u0430\u043d\u0441\u043a\u0438\u0435 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438 \u0431\u043e\u043b\u044c\u0448\u0435 \u0437\u0430\u0431\u043e\u0442\u044f\u0442\u0441\u044f \u043e\u0431 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0440\u0442\u0430.<\/span><\/li><\/ul><p>\u00a0<\/p><p><sup>1. \u0411\u043b\u0435, \u041a., \u0414\u0436\u0435\u043a, \u0420. \u0415., \u0428\u0438\u043f\u0435\u0440\u0441, \u041a., \u0424\u0438\u0441\u0435\u0442, \u0414., \u0438 \u041a\u0430\u043b\u0434\u0430\u0440\u0430, \u0420. (2008). \u041a\u0443\u043b\u044c\u0442\u0443\u0440\u0430 \u0444\u043e\u0440\u043c\u0438\u0440\u0443\u0435\u0442 \u0442\u043e, \u043a\u0430\u043a \u043c\u044b \u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043d\u0430 \u043b\u0438\u0446\u0430. PLoS ONE 3:e3022. doi: 10.1371\/journal.pone.0003022.<br \/><\/sup><sup>2. Elfenbein, H. A., &amp; Ambady, N. (2003). \u0423\u043d\u0438\u0432\u0435\u0440\u0441\u0430\u043b\u0438\u0438 \u0438 \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u0432 \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u0438 \u044d\u043c\u043e\u0446\u0438\u0439. Current Directions in Psychological Science, 12(5), 159-164.<br \/><\/sup><sup>3. Matsumoto, D., Kasri, F., &amp; Kooken, K. (1999). \u0410\u043c\u0435\u0440\u0438\u043a\u0430\u043d\u043e-\u044f\u043f\u043e\u043d\u0441\u043a\u0438\u0435 \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u0432 \u0441\u0443\u0436\u0434\u0435\u043d\u0438\u044f\u0445 \u043e\u0431 \u0438\u043d\u0442\u0435\u043d\u0441\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u0438 \u0441\u0443\u0431\u044a\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u043c \u043e\u043f\u044b\u0442\u0435. Cognition &amp; Emotion, 13(2), 201-218.<br \/><\/sup><sup>4. \u041c\u0430\u0446\u0443\u043c\u043e\u0442\u043e, \u0414., \u0438 \u042d\u043a\u043c\u0430\u043d, \u041f. (1989). \u0410\u043c\u0435\u0440\u0438\u043a\u0430\u043d\u043e-\u044f\u043f\u043e\u043d\u0441\u043a\u0438\u0435 \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u0432 \u043e\u0446\u0435\u043d\u043a\u0430\u0445 \u0438\u043d\u0442\u0435\u043d\u0441\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u043b\u0438\u0446\u0435\u0432\u044b\u0445 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439 \u044d\u043c\u043e\u0446\u0438\u0439. Motivation and Emotion, 13(2), 143-157.<br \/><\/sup><sup>5. Marsh, A. A., Elfenbein, H. A., &amp; Ambady, N. (2003). \u041d\u0435\u0432\u0435\u0440\u0431\u0430\u043b\u044c\u043d\u044b\u0435 \"\u0430\u043a\u0446\u0435\u043d\u0442\u044b\" \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0445 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0439 \u0432 \u043b\u0438\u0446\u0435\u0432\u044b\u0445 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u044f\u0445 \u044d\u043c\u043e\u0446\u0438\u0439. \u041f\u0441\u0438\u0445\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u043d\u0430\u0443\u043a\u0430, 14(4), 373-376.<br \/><\/sup><sup>6. \u042e\u043a\u0438, \u041c., \u041c\u044d\u0434\u0434\u0443\u043a\u0441, \u0423. \u0423., \u0438 \u041c\u0430\u0441\u0443\u0434\u0430, \u0422. (2007). \u041e\u0434\u0438\u043d\u0430\u043a\u043e\u0432\u044b \u043b\u0438 \u043e\u043a\u043d\u0430 \u0432 \u0434\u0443\u0448\u0443 \u043d\u0430 \u0412\u043e\u0441\u0442\u043e\u043a\u0435 \u0438 \u0417\u0430\u043f\u0430\u0434\u0435? \u041a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u0432 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0438 \u0433\u043b\u0430\u0437 \u0438 \u0440\u0442\u0430 \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u043f\u043e\u0434\u0441\u043a\u0430\u0437\u043e\u043a \u0434\u043b\u044f \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f \u044d\u043c\u043e\u0446\u0438\u0439 \u0432 \u042f\u043f\u043e\u043d\u0438\u0438 \u0438 \u0421\u0428\u0410. \u0416\u0443\u0440\u043d\u0430\u043b \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0430\u043b\u044c\u043d\u043e\u0439 \u0441\u043e\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0439 \u043f\u0441\u0438\u0445\u043e\u043b\u043e\u0433\u0438\u0438, 43(2), 303-311.<\/sup><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7bd886e elementor-widget elementor-widget-image\" data-id=\"7bd886e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8292\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u043c\u0430\u0440\u043a\u0438\u0440\u043e\u0432\u043a\u0430 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u043b\u0438\u0446\u0430\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-82117c0 elementor-widget elementor-widget-text-editor\" data-id=\"82117c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <strong>\u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043d\u0430\u0432\u0435\u0448\u0438\u0432\u0430\u043d\u0438\u0435 \u044f\u0440\u043b\u044b\u043a\u043e\u0432 (\u0440\u0430\u0441\u043e\u0432\u044b\u0445, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0445, \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0445 \u0438 \u0442.\u0434.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u0422\u0435\u043f\u0435\u0440\u044c \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c, \u0447\u0442\u043e \u0432\u0445\u043e\u0434\u0438\u0442 \u0432 \u043c\u0430\u0440\u043a\u0438\u0440\u043e\u0432\u043a\u0443 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u044f...<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7f72d46 elementor-widget elementor-widget-image\" data-id=\"7f72d46\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8295\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u0434\u0435\u043f\u0440\u0435\u0441\u0441\u043e\u0440 \u0443\u0433\u043b\u0430 \u0433\u0443\u0431 \u0438 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u0435 \u043f\u043e\u0436\u0438\u043b\u044b\u0445 \u043b\u044e\u0434\u0435\u0439\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-ab194df elementor-widget elementor-widget-text-editor\" data-id=\"ab194df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <strong>\u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043d\u0430\u0432\u0435\u0448\u0438\u0432\u0430\u043d\u0438\u0435 \u044f\u0440\u043b\u044b\u043a\u043e\u0432 (\u0440\u0430\u0441\u043e\u0432\u044b\u0445, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0445, \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0445 \u0438 \u0442.\u0434.)<\/strong><br \/><\/span><\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u0415\u0441\u043b\u0438<\/span><span style=\"font-weight: 300;\"> \u0434\u0435\u043f\u0440\u0435\u0441\u0441\u043e\u0440 \u0443\u0433\u043b\u0430 \u0433\u0443\u0431\u044b<\/span><span style=\"font-weight: 300;\"> \u043d\u0435 \u043f\u043e\u043d\u0438\u043c\u0430\u0435\u0442\u0441\u044f \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e, \u043c\u0430\u0440\u043a\u0438\u0440\u043e\u0432\u0449\u0438\u043a\u0438 \u0441 \u0431\u043e\u043b\u044c\u0448\u0435\u0439 \u0432\u0435\u0440\u043e\u044f\u0442\u043d\u043e\u0441\u0442\u044c\u044e \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u0446\u0438\u0440\u0443\u044e\u0442 <\/span><span style=\"font-weight: 300;\">\u043b\u044e\u0431\u043e\u0439<\/span><span style=\"font-weight: 300;\"> \u0444\u043e\u0440\u043c\u0430 \u0441 \u043e\u043f\u0443\u0449\u0435\u043d\u043d\u044b\u043c\u0438 \u0443\u0433\u043e\u043b\u043a\u0430\u043c\u0438 \u0433\u0443\u0431, \u043a\u0430\u043a <\/span><span style=\"font-weight: 300;\">\u0434\u0435\u043f\u0440\u0435\u0441\u0441\u043e\u0440 \u0443\u0433\u043b\u0430 \u0433\u0443\u0431\u044b<\/span><span style=\"font-weight: 300;\">. \u042d\u0442\u0438 \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u0444\u043e\u0440\u043c\u044b \u0447\u0430\u0441\u0442\u043e \u0432\u044b\u0437\u0432\u0430\u043d\u044b \u044d\u0444\u0444\u0435\u043a\u0442\u0430\u043c\u0438 <\/span><span style=\"font-weight: 300;\">\u0440\u0430\u0439\u0437\u0435\u0440 \u0434\u043b\u044f \u043f\u043e\u0434\u0431\u043e\u0440\u043e\u0434\u043a\u0430<\/span><span style=\"font-weight: 300;\"> \u2013 <\/span><span style=\"font-weight: 300;\">\u043d\u043e \u043e\u043d\u0438 \u043c\u043e\u0433\u0443\u0442 \u0432\u043a\u043b\u044e\u0447\u0430\u0442\u044c \u0432 \u0441\u0435\u0431\u044f \u0438 \u043a\u043e\u0435-\u0447\u0442\u043e \u043f\u043e\u0445\u0443\u0436\u0435<\/span><span style=\"font-weight: 300;\">: \u043d\u0435\u0439\u0442\u0440\u0430\u043b\u044c\u043d\u044b\u0435 \u043b\u0438\u0446\u0430 (\u043b\u0438\u0446\u0430 \u0431\u0435\u0437 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u044f).<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u041e\u0434\u043d\u0438\u043c \u0438\u0437 \u0432\u0435\u0440\u043e\u044f\u0442\u043d\u044b\u0445 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u044d\u0442\u043e\u0433\u043e \u0437\u0430\u0431\u043b\u0443\u0436\u0434\u0435\u043d\u0438\u044f \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f: <\/span><b>\u0447\u0440\u0435\u0437\u043c\u0435\u0440\u043d\u043e\u0435 \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u0435 <\/b><b>\u0434\u0435\u043f\u0440\u0435\u0441\u0441\u043e\u0440 \u0443\u0433\u043b\u0430 \u0433\u0443\u0431\u044b<\/b> <span style=\"font-weight: 300;\">\u0443 \u043b\u044e\u0434\u0435\u0439 \u0441 \u043e\u043f\u0443\u0449\u0435\u043d\u043d\u044b\u043c\u0438 \u0443\u0433\u043e\u043b\u043a\u0430\u043c\u0438 \u0433\u0443\u0431. \u0427\u0430\u0441\u0442\u043e \u0443 \u043f\u043e\u0436\u0438\u043b\u044b\u0445 \u043b\u044e\u0434\u0435\u0439 \u0443\u0433\u043e\u043b\u043a\u0438 \u0440\u0442\u0430 \u043e\u043f\u0443\u0441\u043a\u0430\u044e\u0442\u0441\u044f \u0438\u0437-\u0437\u0430 \u0434\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u0432\u043e\u0437\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f \u0433\u0440\u0430\u0432\u0438\u0442\u0430\u0446\u0438\u0438.\u00a0<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bf16622 elementor-widget elementor-widget-image\" data-id=\"bf16622\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor-sadness.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8298\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u0434\u0435\u043f\u0440\u0435\u0441\u0441\u043e\u0440 \u0443\u0433\u043b\u0430 \u0433\u0443\u0431 \u0438 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u0435 \u043f\u043e\u0436\u0438\u043b\u044b\u0445 \u043b\u044e\u0434\u0435\u0439\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor-sadness.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor-sadness.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor-sadness.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor-sadness.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-lip-corner-depressor-sadness.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-8599858 elementor-widget elementor-widget-text-editor\" data-id=\"8599858\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <strong>\u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043d\u0430\u0432\u0435\u0448\u0438\u0432\u0430\u043d\u0438\u0435 \u044f\u0440\u043b\u044b\u043a\u043e\u0432 (\u0440\u0430\u0441\u043e\u0432\u044b\u0445, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0445, \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0445 \u0438 \u0442.\u0434.)<\/strong><br \/><\/span><\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u0412 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0435 \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e\u0439 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0438 \u043c\u0430\u0440\u043a\u0438\u0440\u043e\u0432\u043a\u0438 \u043f\u043e\u0436\u0438\u043b\u044b\u0435 \u043b\u044e\u0434\u0438 \u043c\u043e\u0433\u0443\u0442 \u0431\u044b\u0442\u044c \u043f\u043e\u0434\u0432\u0435\u0440\u0436\u0435\u043d\u044b \u0447\u0440\u0435\u0437\u043c\u0435\u0440\u043d\u043e\u043c\u0443 \u0432\u044b\u044f\u0432\u043b\u0435\u043d\u0438\u044e<\/span><span style=\"font-weight: 300;\"> \u0434\u0435\u043f\u0440\u0435\u0441\u0441\u043e\u0440 \u0443\u0433\u043b\u0430 \u0433\u0443\u0431\u044b<\/span><span style=\"font-weight: 300;\">.<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u0414\u0435\u043f\u0440\u0435\u0441\u0441\u043e\u0440 \u0434\u043b\u044f \u0443\u0433\u043e\u043b\u043a\u043e\u0432 \u0433\u0443\u0431 - \u043a\u043b\u044e\u0447\u0435\u0432\u043e\u0439 \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442 \u0433\u0440\u0443\u0441\u0442\u0438. <\/span><span style=\"font-weight: 300;\">\u041c\u043e\u0436\u0435\u0442 \u043b\u0438 \u044d\u0442\u0430 \u043e\u0448\u0438\u0431\u043a\u0430 \u043f\u0440\u0438\u0432\u0435\u0441\u0442\u0438 \u043a \u0447\u0440\u0435\u0437\u043c\u0435\u0440\u043d\u043e\u043c\u0443 \u0432\u044b\u044f\u0432\u043b\u0435\u043d\u0438\u044e \u043f\u0435\u0447\u0430\u043b\u0438 \u0443 \u043f\u043e\u0436\u0438\u043b\u044b\u0445 \u043b\u044e\u0434\u0435\u0439?<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u0410 \u043a\u0430\u043a \u043d\u0430\u0441\u0447\u0435\u0442 \u0434\u0440\u0443\u0433\u0438\u0445 \u0433\u0440\u0443\u043f\u043f, \u0434\u043b\u044f \u0447\u0435\u0440\u0442 \u043b\u0438\u0446\u0430 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u043d\u044b \u043e\u043f\u0443\u0449\u0435\u043d\u043d\u044b\u0435 \u0443\u0433\u043e\u043b\u043a\u0438 \u0433\u0443\u0431?<\/span><span style=\"font-weight: 300;\"> \u0411\u0443\u0434\u0443\u0442 \u043b\u0438 \u043e\u043d\u0438 \u043d\u0435\u0432\u0435\u0440\u043d\u043e \u0438\u0441\u0442\u043e\u043b\u043a\u043e\u0432\u0430\u043d\u044b \u043a\u0430\u043a \"\u0433\u0440\u0443\u0441\u0442\u043d\u044b\u0435\"?<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b2dddf7 elementor-widget elementor-widget-image\" data-id=\"b2dddf7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-job-candidates.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8301\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u0434\u0435\u043f\u0440\u0435\u0441\u0441\u043e\u0440 \u0443\u0433\u043b\u0430 \u0433\u0443\u0431 \u0438 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u0435 \u043f\u043e\u0436\u0438\u043b\u044b\u0445 \u043b\u044e\u0434\u0435\u0439\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-job-candidates.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-job-candidates.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-job-candidates.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-job-candidates.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-expression-labeling-job-candidates.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-592b3dc elementor-widget elementor-widget-text-editor\" data-id=\"592b3dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <strong>\u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043d\u0430\u0432\u0435\u0448\u0438\u0432\u0430\u043d\u0438\u0435 \u044f\u0440\u043b\u044b\u043a\u043e\u0432 (\u0440\u0430\u0441\u043e\u0432\u044b\u0445, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0445, \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0445 \u0438 \u0442.\u0434.)<\/strong><br \/><\/span><\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u041c\u043e\u0436\u0435\u0442 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u044c\u0441\u044f, \u0447\u0442\u043e \u043d\u0435\u0442 \u043d\u0438\u0447\u0435\u0433\u043e \u0441\u0442\u0440\u0430\u0448\u043d\u043e\u0433\u043e \u0432 \u0442\u043e\u043c, \u0447\u0442\u043e \u0442\u0440\u0435\u043a\u0435\u0440 \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0435\u0442 <\/span><span style=\"font-weight: 300;\">\u0434\u0435\u043f\u0440\u0435\u0441\u0441\u043e\u0440 \u0443\u0433\u043b\u0430 \u0433\u0443\u0431\u044b <\/span><span style=\"font-weight: 300;\">\u0438\u043b\u0438<\/span><span style=\"font-weight: 300;\"> \u043f\u0435\u0447\u0430\u043b\u044c<\/span><span style=\"font-weight: 300;\">\u043d\u043e: <\/span><span style=\"font-weight: 300;\">\u0427\u0442\u043e \u043f\u0440\u043e\u0438\u0437\u043e\u0439\u0434\u0435\u0442, \u0435\u0441\u043b\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0435 \u043b\u0438\u0446\u0430 \u0431\u0443\u0434\u0435\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0434\u043b\u044f \u0431\u043e\u043b\u0435\u0435 \u0441\u0435\u0440\u044c\u0435\u0437\u043d\u044b\u0445 \u0432\u0435\u0449\u0435\u0439, \u0442\u0430\u043a\u0438\u0445 \u043a\u0430\u043a \u043e\u0446\u0435\u043d\u043a\u0430 \u043f\u0441\u0438\u0445\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0437\u0434\u043e\u0440\u043e\u0432\u044c\u044f \u0438\u043b\u0438 \u043e\u0446\u0435\u043d\u043a\u0430 \u043f\u043e\u0442\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0445 \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u043e\u0432 \u043d\u0430 \u0440\u0430\u0431\u043e\u0442\u0443?<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c794a1f elementor-widget elementor-widget-image\" data-id=\"c794a1f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-emotion-tech-failure.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8303\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439:\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-emotion-tech-failure.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-emotion-tech-failure.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-emotion-tech-failure.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-emotion-tech-failure.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-emotion-tech-failure.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-6fee9bc elementor-widget elementor-widget-text-editor\" data-id=\"6fee9bc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <strong>\u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043d\u0430\u0432\u0435\u0448\u0438\u0432\u0430\u043d\u0438\u0435 \u044f\u0440\u043b\u044b\u043a\u043e\u0432 (\u0440\u0430\u0441\u043e\u0432\u044b\u0445, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0445, \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0445 \u0438 \u0442.\u0434.)<\/strong><br \/><\/span><\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0418\u0418 \u0442\u0435\u043f\u0435\u0440\u044c \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0435\u0442 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0435 \u043b\u0438\u0446\u0430 \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u043e\u0432 \u0432\u043e \u0432\u0440\u0435\u043c\u044f \u0432\u0438\u0434\u0435\u043e\u0441\u043e\u0431\u0435\u0441\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0439 - Unilever, IBM, Dunkin Donuts \u0438 \u043c\u043d\u043e\u0433\u0438\u0435 \u0434\u0440\u0443\u0433\u0438\u0435 \u0443\u0436\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u044d\u0442\u0443 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044e<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0422\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044f \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f \u044d\u043c\u043e\u0446\u0438\u0439 \u043d\u0435 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442, \u043d\u043e \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u044b \u043f\u043e \u043d\u0430\u0439\u043c\u0443 \u0438 \u0434\u0440\u0443\u0433\u0438\u0435 \u043b\u044e\u0434\u0438 \u0432\u0441\u0435 \u0440\u0430\u0432\u043d\u043e \u0435\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442: \u0434\u043e\u043a\u043b\u0430\u0434<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0418\u0418 \"\u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f \u044d\u043c\u043e\u0446\u0438\u0439\" - \u044d\u0442\u043e \u0438\u043d\u0434\u0443\u0441\u0442\u0440\u0438\u044f \u0441 \u043e\u0431\u043e\u0440\u043e\u0442\u043e\u043c \u0432 $20 \u043c\u0438\u043b\u043b\u0438\u0430\u0440\u0434\u043e\u0432. \u041d\u043e\u0432\u044b\u0435 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u044e\u0442, \u0447\u0442\u043e \u043e\u043d \u043d\u0435 \u043c\u043e\u0436\u0435\u0442 \u0434\u0435\u043b\u0430\u0442\u044c \u0442\u043e, \u0447\u0442\u043e \u0437\u0430\u044f\u0432\u043b\u044f\u0435\u0442.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-004d1c6 elementor-widget elementor-widget-image\" data-id=\"004d1c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8305\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u041f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0441\u0442\u044c \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-a94e207 elementor-widget elementor-widget-text-editor\" data-id=\"a94e207\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <strong>\u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043d\u0430\u0432\u0435\u0448\u0438\u0432\u0430\u043d\u0438\u0435 \u044f\u0440\u043b\u044b\u043a\u043e\u0432 (\u0440\u0430\u0441\u043e\u0432\u044b\u0445, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0445, \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0445 \u0438 \u0442.\u0434.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u041c\u044b \u0433\u043e\u0432\u043e\u0440\u0438\u043b\u0438 \u043e \u0442\u043e\u043c, \u043a\u0430\u043a \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u0430\u044f \u043c\u0430\u0440\u043a\u0438\u0440\u043e\u0432\u043a\u0430 \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u043e\u0432\u043e\u0446\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043e\u0442\u043d\u043e\u0448\u0435\u043d\u0438\u0435 \u043a \u043f\u043e\u0436\u0438\u043b\u044b\u043c \u043b\u044e\u0434\u044f\u043c. . .\u00a0<\/span><b>\u041d\u043e \u043a\u0430\u043a \u043d\u0430\u0441\u0447\u0435\u0442 \u0434\u0440\u0443\u0433\u0438\u0445 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u0439 \u0432 \u043e\u0442\u043d\u043e\u0448\u0435\u043d\u0438\u0438 \u043b\u044e\u0434\u0435\u0439 \u0441 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u043c\u0438 \u0447\u0435\u0440\u0442\u0430\u043c\u0438 \u043b\u0438\u0446\u0430?<\/b><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b7ee468 elementor-widget elementor-widget-image\" data-id=\"b7ee468\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-angry-smiles.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8307\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u041f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0441\u0442\u044c \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-angry-smiles.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-angry-smiles.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-angry-smiles.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-angry-smiles.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-angry-smiles.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-f2d049c elementor-widget elementor-widget-text-editor\" data-id=\"f2d049c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <strong>\u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043d\u0430\u0432\u0435\u0448\u0438\u0432\u0430\u043d\u0438\u0435 \u044f\u0440\u043b\u044b\u043a\u043e\u0432 (\u0440\u0430\u0441\u043e\u0432\u044b\u0445, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0445, \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0445 \u0438 \u0442.\u0434.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\". ... \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f \u043b\u0438\u0446 \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u0443\u044e\u0442 \u0434\u0432\u0430 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u0442\u0438\u043f\u0430 \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0441\u0442\u0438.<\/span><\/p><p><span style=\"font-weight: 300;\">\u041f\u0435\u0440\u0432\u044b\u0439, <\/span><b>\u0447\u0435\u0440\u043d\u044b\u0435 \u043b\u0438\u0446\u0430 \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u043e \u043e\u0446\u0435\u043d\u0438\u0432\u0430\u043b\u0438\u0441\u044c \u043a\u0430\u043a \u0431\u043e\u043b\u0435\u0435 \u0437\u043b\u044b\u0435, \u0447\u0435\u043c \u0431\u0435\u043b\u044b\u0435, \u043f\u0440\u0438 \u043b\u044e\u0431\u043e\u0439 \u0443\u043b\u044b\u0431\u043a\u0435. <\/b><span style=\"font-weight: 300;\">Face++ \u043f\u0440\u043e\u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u043b \u044d\u0442\u043e\u0442 \u0442\u0438\u043f \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0441\u0442\u0438.<\/span> <span style=\"font-weight: 300;\">\u0412\u0442\u043e\u0440\u043e\u0439, <\/span><b>\u0447\u0435\u0440\u043d\u044b\u0435 \u043b\u0438\u0446\u0430 \u0432\u0441\u0435\u0433\u0434\u0430 \u0441\u0447\u0438\u0442\u0430\u043b\u0438\u0441\u044c \u0431\u043e\u043b\u0435\u0435 \u0437\u043b\u044b\u043c\u0438 <\/b><span style=\"font-weight: 300;\">\u0435\u0441\u043b\u0438 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u043e\u0432\u0430\u043b\u0430 \u043a\u0430\u043a\u0430\u044f-\u043b\u0438\u0431\u043e \u0434\u0432\u0443\u0441\u043c\u044b\u0441\u043b\u0435\u043d\u043d\u043e\u0441\u0442\u044c \u0432 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0438 \u0438\u0445 \u043b\u0438\u0446\u0430. API \u043b\u0438\u0446\u0430 \u043f\u0440\u043e\u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u043b \u044d\u0442\u043e\u0442 \u0442\u0438\u043f \u043d\u0435\u0440\u0430\u0432\u0435\u043d\u0441\u0442\u0432\u0430. \u0414\u0430\u0436\u0435 \u0435\u0441\u043b\u0438 \u0447\u0435\u0440\u043d\u044b\u0435 \u043b\u0438\u0446\u0430 \u0447\u0430\u0441\u0442\u0438\u0447\u043d\u043e \u0443\u043b\u044b\u0431\u0430\u044e\u0442\u0441\u044f, \u043c\u043e\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u043f\u043e\u043a\u0430\u0437\u0430\u043b, \u0447\u0442\u043e<\/span><span style=\"font-weight: 300;\"> \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u043f\u0440\u0435\u0434\u043f\u043e\u043b\u0430\u0433\u0430\u043b\u0438 \u0431\u043e\u043b\u044c\u0448\u0435 \u043d\u0435\u0433\u0430\u0442\u0438\u0432\u043d\u044b\u0445 \u044d\u043c\u043e\u0446\u0438\u0439 \u043f\u043e \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044e \u0441 \u0438\u0445 \u0431\u0435\u043b\u044b\u043c\u0438 \u043a\u043e\u043b\u043b\u0435\u0433\u0430\u043c\u0438 \u0441 \u0430\u043d\u0430\u043b\u043e\u0433\u0438\u0447\u043d\u044b\u043c \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0435\u043c \u043b\u0438\u0446\u0430. <\/span><span style=\"font-weight: 300;\">\u0421\u0440\u0435\u0434\u043d\u0438\u0435 \u044d\u043c\u043e\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u044b\u0435 \u043e\u0446\u0435\u043d\u043a\u0438 \u0431\u044b\u043b\u0438 \u043d\u0430\u043c\u043d\u043e\u0433\u043e \u0431\u043b\u0438\u0436\u0435 \u043c\u0435\u0436\u0434\u0443 \u0440\u0430\u0441\u0430\u043c\u0438, \u043d\u043e \u0432\u0441\u0435 \u0436\u0435 \u0431\u044b\u043b\u0438 \u0437\u0430\u043c\u0435\u0442\u043d\u044b\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u0434\u043b\u044f \u0447\u0435\u0440\u043d\u044b\u0445 \u0438 \u0431\u0435\u043b\u044b\u0445 \u043b\u0438\u0446\".<\/span><\/p><p><a href=\"https:\/\/singularityhub.com\/2019\/01\/11\/understanding-the-hidden-bias-in-emotion-reading-ais\/\" target=\"_blank\" rel=\"noopener\"><b>\u041f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u0441\u043a\u0440\u044b\u0442\u043e\u0439 \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0441\u0442\u0438 \u0432 \u0418\u0418, \u0441\u0447\u0438\u0442\u044b\u0432\u0430\u044e\u0449\u0435\u043c \u044d\u043c\u043e\u0446\u0438\u0438<br \/><\/b><\/a><span style=\"font-weight: 300;\">-\u041b\u043e\u0440\u0435\u043d \u0420\u044e<\/span><br \/><br \/><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7794822 elementor-widget elementor-widget-image\" data-id=\"7794822\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-invest-in-data.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8308\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u043a\u0430\u043a \u044d\u0442\u043e \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442\u044c? \u0414\u0430\u0432\u0430\u0439\u0442\u0435 \u0432\u0435\u0440\u043d\u0435\u043c\u0441\u044f \u043a \u0432\u043e\u043f\u0440\u043e\u0441\u0443 \u043e \u0442\u043e\u043c, \u043f\u043e\u0447\u0435\u043c\u0443 \u0432\u0430\u0436\u043d\u043e \u0432\u043a\u043b\u0430\u0434\u044b\u0432\u0430\u0442\u044c \u0431\u043e\u043b\u044c\u0448\u0435 \u0441\u0440\u0435\u0434\u0441\u0442\u0432 \u0432 \u0434\u0430\u043d\u043d\u044b\u0435.\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-invest-in-data.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-invest-in-data.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-invest-in-data.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-invest-in-data.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-invest-in-data.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-6a037a2 elementor-widget elementor-widget-text-editor\" data-id=\"6a037a2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <strong>\u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043d\u0430\u0432\u0435\u0448\u0438\u0432\u0430\u043d\u0438\u0435 \u044f\u0440\u043b\u044b\u043a\u043e\u0432 (\u0440\u0430\u0441\u043e\u0432\u044b\u0445, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0445, \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0445 \u0438 \u0442.\u0434.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u041a\u0430\u043a<\/span><span style=\"font-weight: 300;\"> \u043c\u043e\u0436\u0435\u0442 \u043b\u0438 \u044d\u0442\u043e \u043f\u0440\u043e\u0438\u0437\u043e\u0439\u0442\u0438?\u00a0<\/span><\/p><p><span style=\"font-weight: 300;\">\u0414\u0430\u0432\u0430\u0439\u0442\u0435 \u0432\u0441\u043f\u043e\u043c\u043d\u0438\u043c, \u041f\u041e\u0427\u0415\u041c\u0423 \u0412\u0410\u0416\u041d\u041e \u0412\u041b\u041e\u0416\u0418\u0422\u042c \u0411\u041e\u041b\u042c\u0428\u0415 \u0412 \u0414\u0410\u041d\u041d\u042b\u0415.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8aba51c elementor-widget elementor-widget-image\" data-id=\"8aba51c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-upper-lip-raiser.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8311\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u041f\u043e\u0434\u043d\u044f\u0442\u0438\u0435 \u0432\u0435\u0440\u0445\u043d\u0435\u0439 \u0433\u0443\u0431\u044b\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-upper-lip-raiser.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-upper-lip-raiser.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-upper-lip-raiser.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-upper-lip-raiser.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-upper-lip-raiser.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-6f206db elementor-widget elementor-widget-text-editor\" data-id=\"6f206db\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <strong>\u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043d\u0430\u0432\u0435\u0448\u0438\u0432\u0430\u043d\u0438\u0435 \u044f\u0440\u043b\u044b\u043a\u043e\u0432 (\u0440\u0430\u0441\u043e\u0432\u044b\u0445, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0445, \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0445 \u0438 \u0442.\u0434.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u0420\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0444\u043e\u0440\u043c\u0443 FACS \"<\/span><span style=\"font-weight: 300;\">\u0440\u0430\u0439\u0437\u0435\u0440 \u0432\u0435\u0440\u0445\u043d\u0435\u0439 \u0433\u0443\u0431\u044b<\/span><span style=\"font-weight: 300;\">.\u201d <\/span><span style=\"font-weight: 300;\">\u0432\u0435\u0440\u0445\u043d\u044f\u044f \u0433\u0443\u0431\u0430 \u0434\u043e\u0436\u0434\u0435\u0432\u0430\u0442\u0435\u043b\u044f<\/span><span style=\"font-weight: 300;\"> \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u043c \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442\u043e\u043c \u0442\u0430\u043a\u0438\u0445 \u044d\u043c\u043e\u0446\u0438\u0439, \u043a\u0430\u043a <\/span><b>\u043e\u0442\u0432\u0440\u0430\u0449\u0435\u043d\u0438\u0435<\/b><span style=\"font-weight: 300;\">, <\/span><b>\u0433\u043d\u0435\u0432<\/b><span style=\"font-weight: 300;\">,\u00a0<\/span><span style=\"font-weight: 300;\">\u0438 <\/span><b>\u043f\u0440\u0435\u043d\u0435\u0431\u0440\u0435\u0436\u0435\u043d\u0438\u0435<\/b><span style=\"font-weight: 300;\">. <\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><p><span style=\"font-weight: 300;\">\u041e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u0438 \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u0430 \u0434\u043b\u044f \u043f\u043e\u0434\u043d\u044f\u0442\u0438\u044f \u0432\u0435\u0440\u0445\u043d\u0435\u0439 \u0433\u0443\u0431\u044b \u0432\u043a\u043b\u044e\u0447\u0430\u044e\u0442:<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u043f\u0440\u0438\u043f\u043e\u0434\u043d\u044f\u0442\u0430\u044f \u0432\u0435\u0440\u0445\u043d\u044f\u044f \u0433\u0443\u0431\u0430<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u0437\u0430\u043a\u0440\u0443\u0433\u043b\u0435\u043d\u043d\u0430\u044f \u043e\u0431\u043b\u0430\u0441\u0442\u044c \u0432\u0435\u0440\u0445\u043d\u0435\u0439 \u043d\u043e\u0441\u043e\u0433\u0443\u0431\u043d\u043e\u0439 \u0431\u043e\u0440\u043e\u0437\u0434\u044b <\/span><span style=\"font-weight: 300;\"><br \/><\/span><span style=\"font-weight: 300;\">(\u0441\u043c\u0435\u0445 - \u0441\u043c. \u0444\u043e\u0442\u043e)<\/span><\/li><\/ul><p><strong>\u041f\u0420\u0418\u041c\u0415\u0427\u0410\u041d\u0418\u0415<\/strong>: \u041f\u043e\u043c\u0438\u043c\u043e \u043f\u043e\u0442\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0445 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u0439 \u0432 \u043e\u0442\u043d\u043e\u0448\u0435\u043d\u0438\u0438 \u043c\u0430\u0440\u043a\u0438\u0440\u043e\u0432\u043a\u0438 \u043b\u0438\u0446\u0435\u0432\u044b\u0445 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439, \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0442 \u0442\u0430\u043a\u0436\u0435 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0440\u0430\u0437\u043d\u043e\u0433\u043b\u0430\u0441\u0438\u044f \u043f\u043e \u043f\u043e\u0432\u043e\u0434\u0443 \u0442\u0435\u043e\u0440\u0438\u0438 \u0431\u0430\u0437\u043e\u0432\u044b\u0445 \u044d\u043c\u043e\u0446\u0438\u0439 (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0431\u0430\u0437\u043e\u0432\u044b\u0445 \u043f\u0440\u043e\u0442\u043e\u0442\u0438\u043f\u043e\u0432 \u044d\u043c\u043e\u0446\u0438\u0439, \u0442\u0430\u043a\u0438\u0445 \u043a\u0430\u043a \u043f\u0440\u0435\u0437\u0440\u0435\u043d\u0438\u0435, \u0433\u043d\u0435\u0432 \u0438 \u0442.\u0434.) \u0432 \u0446\u0435\u043b\u043e\u043c. \u0421\u043c. \"'<a href=\"https:\/\/melindaozel.com\/its-all-in-the-eyes-and-other-lies\/\" target=\"_blank\" rel=\"noopener\">\u0412\u0441\u0435 \u0434\u0435\u043b\u043e \u0432 \u0433\u043b\u0430\u0437\u0430\u0445\" \u0438 \u0434\u0440\u0443\u0433\u0430\u044f \u043b\u043e\u0436\u044c.<\/a>\u201c<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d7a4aff elementor-widget elementor-widget-image\" data-id=\"d7a4aff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-nasolabial-furrow-lines.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8315\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u041d\u043e\u0441\u043e\u0433\u0443\u0431\u043d\u0430\u044f \u0431\u043e\u0440\u043e\u0437\u0434\u0430\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-nasolabial-furrow-lines.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-nasolabial-furrow-lines.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-nasolabial-furrow-lines.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-nasolabial-furrow-lines.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-nasolabial-furrow-lines.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-1c10953 elementor-widget elementor-widget-text-editor\" data-id=\"1c10953\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <strong>\u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043d\u0430\u0432\u0435\u0448\u0438\u0432\u0430\u043d\u0438\u0435 \u044f\u0440\u043b\u044b\u043a\u043e\u0432 (\u0440\u0430\u0441\u043e\u0432\u044b\u0445, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0445, \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0445 \u0438 \u0442.\u0434.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u0423 \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043b\u044e\u0434\u0435\u0439 \u043d\u043e\u0441\u043e\u0433\u0443\u0431\u043d\u0430\u044f \u0431\u043e\u0440\u043e\u0437\u0434\u0430 \u0431\u043e\u043b\u0435\u0435 \u043a\u0440\u0438\u0432\u0430\u044f.<\/span><\/p><p><span style=\"font-weight: 300;\">\u042d\u0442\u043e \u043f\u0440\u043e\u0441\u0442\u043e \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0438\u0445 \u0435\u0441\u0442\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044f \u043b\u0438\u0446\u0430.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8383fe1 elementor-widget elementor-widget-image\" data-id=\"8383fe1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-diverse-data.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8317\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u041d\u043e\u0441\u043e\u0433\u0443\u0431\u043d\u0430\u044f \u0431\u043e\u0440\u043e\u0437\u0434\u0430\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-diverse-data.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-diverse-data.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-diverse-data.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-diverse-data.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-facial-features-diverse-data.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-47a96ac elementor-widget elementor-widget-text-editor\" data-id=\"47a96ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <strong>\u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043d\u0430\u0432\u0435\u0448\u0438\u0432\u0430\u043d\u0438\u0435 \u044f\u0440\u043b\u044b\u043a\u043e\u0432 (\u0440\u0430\u0441\u043e\u0432\u044b\u0445, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0445, \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0445 \u0438 \u0442.\u0434.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u0427\u0435\u043b\u043e\u0432\u0435\u043a, \u043d\u0435 \u0432\u043b\u0430\u0434\u0435\u044e\u0449\u0438\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u043e\u0439 \u043a\u043e\u0434\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043b\u0438\u0446\u0435\u0432\u044b\u0445 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439, \u043c\u043e\u0436\u0435\u0442 \u043b\u0435\u0433\u043a\u043e \u043e\u0448\u0438\u0431\u043e\u0447\u043d\u043e \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0438\u0442\u044c \u043b\u044e\u0434\u0435\u0439 \u0441 \u043d\u0435\u0432\u044b\u0440\u0430\u0437\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u043c\u0438 \u0438\u0437\u0433\u0438\u0431\u0430\u043c\u0438 \u043d\u043e\u0441\u043e\u0433\u0443\u0431\u043d\u043e\u0439 \u0431\u043e\u0440\u043e\u0437\u0434\u044b \u043a\u0430\u043a \u0438\u043c\u0435\u044e\u0449\u0438\u0445 <\/span><span style=\"font-weight: 300;\">\u0440\u0430\u0439\u0437\u0435\u0440 \u0432\u0435\u0440\u0445\u043d\u0435\u0439 \u0433\u0443\u0431\u044b<\/span><span style=\"font-weight: 300;\">.<\/span><\/p><p><span style=\"font-weight: 300;\">\u042d\u0442\u0438 \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u0435 \u043c\u0435\u0442\u043a\u0438 \u0440\u043e\u0436\u0434\u0430\u044e\u0442 \u0441\u043b\u0435\u0434\u044f\u0449\u0435\u0435 \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u043e, \u043e\u0431\u0443\u0447\u0435\u043d\u043d\u043e\u0435 \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043b\u0438\u0446\u0430 \u0441 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u043c\u0438 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430\u043c\u0438, \u043a\u0430\u043a \u0432\u044b\u0440\u0430\u0436\u0430\u044e\u0449\u0438\u0435 <\/span><span style=\"font-weight: 300;\">\u0440\u0430\u0439\u0437\u0435\u0440 \u0432\u0435\u0440\u0445\u043d\u0435\u0439 \u0433\u0443\u0431\u044b<\/span><span style=\"font-weight: 300;\"> - \u0434\u0430\u0436\u0435 \u043a\u043e\u0433\u0434\u0430 \u043e\u043d\u0438 \u043d\u0435\u0439\u0442\u0440\u0430\u043b\u044c\u043d\u044b \u0438\u043b\u0438 \u0443\u043b\u044b\u0431\u0430\u044e\u0442\u0441\u044f.<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><p><span style=\"font-weight: 300;\">\u041f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u0435 \"\u0440\u0430\u0437\u043d\u043e\u043e\u0431\u0440\u0430\u0437\u043d\u043e\u0433\u043e \u043d\u0430\u0431\u043e\u0440\u0430 \u0434\u0430\u043d\u043d\u044b\u0445\" \u043d\u0435 \u0438\u043c\u0435\u0435\u0442 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f, \u0435\u0441\u043b\u0438 \u0432\u0430\u0448\u0438 \u043c\u0435\u0442\u043a\u0438 \u043d\u0435\u0442\u043e\u0447\u043d\u044b.<\/span><\/p><p><span style=\"font-weight: 300;\">\u0422\u0430\u043a\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u043e\u0431\u044a\u044f\u0441\u043d\u044f\u0435\u0442 \u0432\u044b\u0432\u043e\u0434\u044b \u041b\u043e\u0440\u0435\u043d \u0420\u044e \u0438\u0437<\/span> <b>\u041f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u0441\u043a\u0440\u044b\u0442\u043e\u0439 \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0441\u0442\u0438 \u0432 \u0418\u0418, \u0441\u0447\u0438\u0442\u044b\u0432\u0430\u044e\u0449\u0435\u043c \u044d\u043c\u043e\u0446\u0438\u0438<\/b><span style=\"font-weight: 300;\">.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b2351a7 elementor-widget elementor-widget-image\" data-id=\"b2351a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-holistic-emotion-labeling..png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8319\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u0432 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u0446\u0435\u043b\u043e\u0441\u0442\u043d\u0430\u044f \u043c\u0430\u0440\u043a\u0438\u0440\u043e\u0432\u043a\u0430 \u044d\u043c\u043e\u0446\u0438\u0439\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-holistic-emotion-labeling..png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-holistic-emotion-labeling..png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-holistic-emotion-labeling..png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-holistic-emotion-labeling..png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-holistic-emotion-labeling..png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-1ab8979 elementor-widget elementor-widget-text-editor\" data-id=\"1ab8979\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <strong>\u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043d\u0430\u0432\u0435\u0448\u0438\u0432\u0430\u043d\u0438\u0435 \u044f\u0440\u043b\u044b\u043a\u043e\u0432 (\u0440\u0430\u0441\u043e\u0432\u044b\u0445, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0445, \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0445 \u0438 \u0442.\u0434.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u041f\u0440\u0438\u0441\u0443\u0442\u0441\u0442\u0432\u0438\u0435 \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0433\u043e \u043c\u0430\u0440\u043a\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u044d\u043c\u043e\u0446\u0438\u0439 \u0441\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u0441\u044f, \u0434\u0430\u0436\u0435 \u0435\u0441\u043b\u0438 \u0432\u044b \u043e\u0442\u043e\u0439\u0434\u0435\u0442\u0435 \u043e\u0442 \u043f\u043e\u0434\u0445\u043e\u0434\u0430, \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u043d\u0430 FACS, \u0438 \u043f\u043e\u043f\u044b\u0442\u0430\u0435\u0442\u0435\u0441\u044c \u0437\u0430\u0441\u0442\u0430\u0432\u0438\u0442\u044c \u043c\u0430\u0440\u043a\u0438\u0440\u043e\u0432\u0449\u0438\u043a\u043e\u0432 \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u044d\u043c\u043e\u0446\u0438\u0438 \u0446\u0435\u043b\u043e\u0441\u0442\u043d\u043e.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56fa2de elementor-widget elementor-widget-image\" data-id=\"56fa2de\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-east-asian-western.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8321\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-east-asian-western.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-east-asian-western.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-east-asian-western.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-east-asian-western.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-east-asian-western.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-95f5002 elementor-widget elementor-widget-text-editor\" data-id=\"95f5002\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <strong>\u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043d\u0430\u0432\u0435\u0448\u0438\u0432\u0430\u043d\u0438\u0435 \u044f\u0440\u043b\u044b\u043a\u043e\u0432 (\u0440\u0430\u0441\u043e\u0432\u044b\u0445, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0445, \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0445 \u0438 \u0442.\u0434.)<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 500;\">\u0415\u0441\u043b\u0438 \u0432\u0430\u043c \u043d\u0435 \u044f\u0441\u043d\u043e, \u043f\u043e\u0447\u0435\u043c\u0443 \u0446\u0435\u043b\u043e\u0441\u0442\u043d\u043e\u0435 \u043c\u0430\u0440\u043a\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u044d\u043c\u043e\u0446\u0438\u0439 \u0438\u043c\u0435\u0435\u0442 \u0442\u0430\u043a\u0443\u044e \u0436\u0435 \u0432\u0435\u0440\u043e\u044f\u0442\u043d\u043e\u0441\u0442\u044c \u043f\u0440\u043e\u0432\u0430\u043b\u0430 (\u0435\u0441\u043b\u0438 \u043d\u0435 \u0431\u043e\u043b\u044c\u0448\u0443\u044e), \u0442\u043e... <\/span><b>\u0412\u041e\u0422 \u041a\u0420\u0410\u0422\u041a\u0410\u042f \u0418\u041d\u0424\u041e\u0420\u041c\u0410\u0426\u0418\u042f<\/b><b>:<\/b><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u041b\u044e\u0434\u0438 \u043f\u043e-\u0440\u0430\u0437\u043d\u043e\u043c\u0443 \u0438\u0437\u0432\u043b\u0435\u043a\u0430\u044e\u0442 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e, \u0433\u043b\u044f\u0434\u044f \u043d\u0430 \u043b\u0438\u0446\u0430, \u0438 \u0438\u0449\u0443\u0442 \u0440\u0430\u0437\u043d\u044b\u0435 \u043f\u043e\u0434\u0441\u043a\u0430\u0437\u043a\u0438 \u043f\u0440\u0438 \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0430\u0446\u0438\u0438 \u044d\u043c\u043e\u0446\u0438\u0439.\u00a0<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u041a\u0443\u043b\u044c\u0442\u0443\u0440\u0430 \u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442 \u0433\u043b\u0443\u0431\u043e\u043a\u043e\u0435 \u0432\u043b\u0438\u044f\u043d\u0438\u0435 \u043d\u0430 \u0442\u043e, \u0447\u0442\u043e \u043c\u044b \u0441\u0447\u0438\u0442\u0430\u0435\u043c \u0446\u0435\u043d\u043d\u043e\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0435\u0439 \u0438 \u043f\u043e\u0434\u0441\u043a\u0430\u0437\u043a\u0430\u043c\u0438.<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><\/ul><p><span style=\"font-weight: 300;\">\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u043f\u043e\u043a\u0430\u0437\u0430\u043b\u0438:<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"2\"><b>\u0412\u043e\u0441\u0442\u043e\u0447\u043d\u0430\u044f \u0410\u0437\u0438\u044f<\/b><span style=\"font-weight: 300;\"> \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438, \u043a\u0430\u043a \u043f\u0440\u0430\u0432\u0438\u043b\u043e, \u0444\u043e\u043a\u0443\u0441\u0438\u0440\u0443\u044e\u0442\u0441\u044f \u043d\u0430 \u0441\u0435\u0440\u0435\u0434\u0438\u043d\u0435 \u043b\u0438\u0446\u0430, \u0432\u043e\u043a\u0440\u0443\u0433 \u043d\u043e\u0441\u0430, \u043f\u0440\u0438\u0434\u0430\u0432\u0430\u044f \u0431\u043e\u043b\u044c\u0448\u0435\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0433\u043b\u0430\u0437\u0430\u043c \u0438 \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044e \u0432\u0437\u0433\u043b\u044f\u0434\u0430.\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><b>\u0417\u0430\u043f\u0430\u0434\u043d\u044b\u0439 \u0435\u0432\u0440\u043e\u043f\u0435\u0435\u0446 <\/b><span style=\"font-weight: 300;\">\u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438 \u0441\u043a\u043b\u043e\u043d\u043d\u044b \u0438\u0441\u043a\u0430\u0442\u044c \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0435 \u044d\u043c\u043e\u0446\u0438\u0439 \u0432 \u0431\u0440\u043e\u0432\u044f\u0445 \u0438 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0440\u0442\u0430<\/span><\/li><li style=\"font-weight: 500;\" aria-level=\"2\"><span style=\"font-weight: 500;\">\u042d\u0442\u0438 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u0432\u043e \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0438 \u0441\u043e\u0437\u0434\u0430\u044e\u0442 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f, \u043a\u043e\u0433\u0434\u0430 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438 \u0441\u043c\u043e\u0442\u0440\u044f\u0442 \u043d\u0430 \u043b\u0438\u0446\u0430 \u0441 \u043f\u0440\u043e\u0442\u0438\u0432\u043e\u0440\u0435\u0447\u0438\u0432\u044b\u043c\u0438 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u044f\u043c\u0438.<br \/><\/span><span style=\"font-weight: 300;\">\u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u043a\u043e\u0433\u0434\u0430 \u0443 \u0441\u0447\u0430\u0441\u0442\u043b\u0438\u0432\u043e\u0433\u043e \u0440\u0442\u0430 \u0433\u0440\u0443\u0441\u0442\u043d\u044b\u0435 \u0433\u043b\u0430\u0437\u0430:<br \/><\/span><span style=\"font-weight: 300;\">- \u042f\u043f\u043e\u043d\u0441\u043a\u0438\u0435 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438 \u043f\u0440\u0438\u0434\u0430\u044e\u0442 \u0431\u043e\u043b\u044c\u0448\u0435\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u044d\u043c\u043e\u0446\u0438\u044f\u043c, \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0435\u043c\u044b\u043c \u0432 \u0433\u043b\u0430\u0437\u0430\u0445<br \/><\/span><span style=\"font-weight: 300;\">- \u0410\u043c\u0435\u0440\u0438\u043a\u0430\u043d\u0441\u043a\u0438\u0435 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438 \u0431\u043e\u043b\u044c\u0448\u0435 \u0437\u0430\u0431\u043e\u0442\u044f\u0442\u0441\u044f \u043e\u0431 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0440\u0442\u0430.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-360d312 elementor-widget elementor-widget-image\" data-id=\"360d312\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-anarchy.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8323\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-anarchy.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-anarchy.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-anarchy.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-anarchy.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-FACS-anarchy.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-d540e16 elementor-widget elementor-widget-text-editor\" data-id=\"d540e16\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: \u0427\u0442\u043e \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442, \u043a\u043e\u0433\u0434\u0430 \u0432\u044b \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0435 FACS?<\/span><\/span><\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u0430\u044f \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u043d\u0435\u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0435 \u043d\u0430\u0432\u0435\u0448\u0438\u0432\u0430\u043d\u0438\u0435 \u044f\u0440\u043b\u044b\u043a\u043e\u0432 (\u0440\u0430\u0441\u043e\u0432\u044b\u0445, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0445, \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0445 \u0438 \u0442.\u0434.)<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"text-decoration: underline;\"><span style=\"font-weight: 300;\">\u0430\u043d\u0430\u0440\u0445\u0438\u044f<\/span><\/span><ul><li style=\"list-style-type: none;\">\u00a0<\/li><\/ul><\/li><\/ul><\/li><\/ul><p><span style=\"font-weight: 300;\">\u0414\u0430\u0436\u0435 \u0435\u0441\u043b\u0438 \u0432\u044b \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0435 FACS, \u0432\u0441\u0435\u0433\u0434\u0430 \u0431\u0443\u0434\u0435\u0442 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0441\u0442\u044c \u0438 \u043d\u0435\u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0435 - \u043d\u043e \u0435\u0441\u043b\u0438 \u043f\u0440\u0438\u043d\u044f\u0442\u044c \u0442\u0449\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u043c\u0435\u0440\u044b, \u044d\u0442\u0438 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u043c\u043e\u0436\u043d\u043e \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0443\u043c\u0435\u043d\u044c\u0448\u0438\u0442\u044c.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-89156e7 elementor-widget elementor-widget-image\" data-id=\"89156e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-mitigating-bias.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8327\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u0421\u043c\u044f\u0433\u0447\u0435\u043d\u0438\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u0439\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-mitigating-bias.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-mitigating-bias.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-mitigating-bias.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-mitigating-bias.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-mitigating-bias.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-7d9da2f elementor-widget elementor-widget-text-editor\" data-id=\"7d9da2f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <strong>\u0430\u043d\u0430\u0440\u0445\u0438\u044f<\/strong><br \/><\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u0415\u0441\u043b\u0438 ....\u00a0<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u043a\u0443\u043b\u044c\u0442\u0443\u0440\u0430 \u0432\u043b\u0438\u044f\u0435\u0442 \u043d\u0430 \u0442\u043e, \u043a\u0430\u043a \u043c\u044b \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0438\u0440\u0443\u0435\u043c \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u0438 \u044d\u043c\u043e\u0446\u0438\u0438<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u0443\u0441\u043b\u043e\u0432\u0438\u044f \u043e\u043a\u0440\u0443\u0436\u0430\u044e\u0449\u0435\u0439 \u0441\u0440\u0435\u0434\u044b \u0432\u043b\u0438\u044f\u044e\u0442 \u043d\u0430 \u0442\u043e, \u043d\u0430 \u043a\u0430\u043a\u0438\u0435 \u043f\u0440\u0438\u0437\u043d\u0430\u043a\u0438 \u043c\u044b \u043e\u0431\u0440\u0430\u0449\u0430\u0435\u043c \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435, \u0447\u0442\u043e\u0431\u044b \u043e\u0446\u0435\u043d\u0438\u0442\u044c \u043b\u0438\u0446\u043e<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u0437\u043d\u0430\u043d\u0438\u0435 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439 \u043b\u0438\u0446\u0430 \u0432\u043b\u0438\u044f\u0435\u0442 \u043d\u0430 \u0442\u043e, \u043a\u0430\u043a \u043c\u044b \u043e\u0431\u043e\u0437\u043d\u0430\u0447\u0430\u0435\u043c \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u044f<\/span><\/li><\/ul><p><span style=\"font-weight: 300;\">. . . \u0427\u0442\u043e \u043c\u043e\u0433\u0443\u0442 \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438, \u0447\u0442\u043e\u0431\u044b \u0443\u043c\u0435\u043d\u044c\u0448\u0438\u0442\u044c \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u044d\u0442\u0438\u0445 \u0447\u0435\u043b\u043e\u0432\u0435\u0447\u0435\u0441\u043a\u0438\u0445 \u043e\u0448\u0438\u0431\u043e\u043a \u0438 \u043f\u0440\u0435\u0434\u043e\u0442\u0432\u0440\u0430\u0442\u0438\u0442\u044c \u0438\u0445 \u0443\u0442\u0435\u0447\u043a\u0443\u00a0<\/span><span style=\"font-weight: 300;\">\u0432 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b?<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52e5215 elementor-widget elementor-widget-image\" data-id=\"52e5215\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-reducing-bias.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8330\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u0421\u043c\u044f\u0433\u0447\u0435\u043d\u0438\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u0439\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-reducing-bias.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-reducing-bias.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-reducing-bias.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-reducing-bias.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-reducing-bias.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-78f36ff elementor-widget elementor-widget-text-editor\" data-id=\"78f36ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <\/span><\/span><span style=\"font-weight: 300;\">\u0427\u0442\u043e \u043c\u043e\u0433\u0443\u0442 \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438, \u0447\u0442\u043e\u0431\u044b \u0443\u043c\u0435\u043d\u044c\u0448\u0438\u0442\u044c \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0441\u0442\u044c \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446?<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><ul><li style=\"font-weight: 500;\" aria-level=\"1\"><span style=\"font-weight: 500;\">\u0422\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u0434\u043e\u043b\u0436\u043d\u044b \u043f\u0440\u0438\u0437\u043d\u0430\u0442\u044c, \u0447\u0442\u043e <\/span><span style=\"font-weight: 500;\">\u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0435 \u043b\u0438\u0446 \u0432\u044b\u0448\u043b\u043e \u0437\u0430 \u0440\u0430\u043c\u043a\u0438 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043d\u044b\u0445 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043e\u043a.<\/span><\/li><li style=\"font-weight: 500;\" aria-level=\"1\"><span style=\"font-weight: 500;\">\u0422\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u0434\u043e\u043b\u0436\u043d\u044b <\/span><span style=\"font-weight: 500;\">\u043f\u0440\u0438\u0437\u043d\u0430\u0432\u0430\u0442\u044c \u0443\u044f\u0437\u0432\u0438\u043c\u043e\u0441\u0442\u044c \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 \u043a \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0441\u0442\u0438 \u0438 \u043e\u0431\u0443\u0447\u0430\u0442\u044c \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u043e\u0432 \u044d\u0442\u043e\u0439 \u0443\u044f\u0437\u0432\u0438\u043c\u043e\u0441\u0442\u0438.<\/span><\/li><li style=\"font-weight: 500;\" aria-level=\"1\"><span style=\"font-weight: 500;\">\u0422\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u0434\u043e\u043b\u0436\u043d\u044b <\/span><span style=\"font-weight: 500;\">\u0431\u043e\u043b\u044c\u0448\u0435 \u0438\u043d\u0432\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u0434\u0430\u043d\u043d\u044b\u0445.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bc64a58 elementor-widget elementor-widget-image\" data-id=\"bc64a58\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-investing-in-labelers.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8331\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u0421\u043c\u044f\u0433\u0447\u0435\u043d\u0438\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u0439\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-investing-in-labelers.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-investing-in-labelers.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-investing-in-labelers.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-investing-in-labelers.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-cover-investing-in-labelers.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-cfaaff2 elementor-widget elementor-widget-text-editor\" data-id=\"cfaaff2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u041f\u0440\u0438\u0437\u043d\u0430\u043d\u0438\u0435 \u0434\u043e\u0441\u0442\u0438\u0436\u0435\u043d\u0438\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u044f \u043b\u0438\u0446, \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u0435\u0435 \u0443\u044f\u0437\u0432\u0438\u043c\u043e\u0441\u0442\u0438 \u0438 \u0443\u0432\u0435\u043b\u0438\u0447\u0435\u043d\u0438\u0435 \u0438\u043d\u0432\u0435\u0441\u0442\u0438\u0446\u0438\u0439 \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u0434\u0430\u043d\u043d\u044b\u0445 \u043e\u0437\u043d\u0430\u0447\u0430\u0435\u0442... . .\u00a0<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u041d\u0430 \u0441\u0430\u043c\u043e\u043c \u0434\u0435\u043b\u0435 <\/span><span style=\"font-weight: 300;\">\u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u0447\u0438\u0441\u043b\u0435\u043d\u043d\u043e\u0441\u0442\u0438 \u043f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u0430<\/span><span style=\"font-weight: 300;\"> \u0432 \u0441\u0442\u043e\u0440\u043e\u043d\u0443 \u0434\u043e\u043b\u0436\u043d\u043e\u0441\u0442\u0435\u0439, \u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u043d\u0430 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u0434\u0430\u043d\u043d\u044b\u0445 - \u0434\u0430\u0436\u0435 \u0435\u0441\u043b\u0438 \u044d\u0442\u043e \u043f\u043e\u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u0432\u044b\u0434\u0435\u043b\u0435\u043d\u0438\u044f \u043c\u0435\u0441\u0442\u0430 \u0438\u0437 \u0448\u0442\u0430\u0442\u0430 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043e\u0432.<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u0422\u0440\u0430\u0442\u0438\u0442\u044c \u0432\u0440\u0435\u043c\u044f, \u044d\u043d\u0435\u0440\u0433\u0438\u044e, <\/span><span style=\"font-weight: 300;\">\u0438<\/span><span style=\"font-weight: 300;\"> \u0440\u0435\u0441\u0443\u0440\u0441\u044b<\/span><span style=\"font-weight: 300;\"> \u043d\u0430 <\/span><span style=\"font-weight: 300;\">\u043d\u0430\u0439\u0442\u0438 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u043e\u0432 \u043f\u043e \u0440\u0430\u0431\u043e\u0442\u0435 \u0441 \u0434\u0430\u043d\u043d\u044b\u043c\u0438. <\/span><span style=\"font-weight: 300;\">\u0415\u0441\u043b\u0438 \u044d\u0442\u043e \u043d\u0435\u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e, \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f \u0432\u0441\u0435 \u0440\u0430\u0432\u043d\u043e \u0434\u043e\u043b\u0436\u043d\u0430 \u043f\u043e\u0442\u0440\u0430\u0442\u0438\u0442\u044c \u0432\u0440\u0435\u043c\u044f, \u044d\u043d\u0435\u0440\u0433\u0438\u044e \u0438 \u0440\u0435\u0441\u0443\u0440\u0441\u044b \u043d\u0430 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u043e\u0432 \u043f\u043e \u0440\u0430\u0431\u043e\u0442\u0435 \u0441 \u0434\u0430\u043d\u043d\u044b\u043c\u0438. <\/span><b>\u041a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439 \u043b\u0438\u0446\u0430 \u043d\u0430\u043c\u043d\u043e\u0433\u043e \u0441\u043b\u043e\u0436\u043d\u0435\u0435, \u0447\u0435\u043c \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u0442\u0430\u043a\u0438\u0445 \u0431\u0430\u0437\u043e\u0432\u044b\u0445 \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432, \u043a\u0430\u043a \u0441\u0432\u0435\u0442\u043e\u0444\u043e\u0440, \u0438 \u043a \u043d\u0435\u0439 \u0441\u043b\u0435\u0434\u0443\u0435\u0442 \u043f\u043e\u0434\u0445\u043e\u0434\u0438\u0442\u044c \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c.<\/b><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c81476 elementor-widget elementor-widget-image\" data-id=\"0c81476\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-reducing-biases-in-face-tracking.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8333\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u0443\u043c\u0435\u043d\u044c\u0448\u0435\u043d\u0438\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u0439 \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-reducing-biases-in-face-tracking.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-reducing-biases-in-face-tracking.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-reducing-biases-in-face-tracking.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-reducing-biases-in-face-tracking.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-reducing-biases-in-face-tracking.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-8e8d0b8 elementor-widget elementor-widget-text-editor\" data-id=\"8e8d0b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u0423\u043c\u0435\u043d\u044c\u0448\u0435\u043d\u0438\u0435 \u0441\u043c\u0435\u0449\u0435\u043d\u0438\u0439 \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446<\/span><\/p><p><span style=\"font-weight: 500;\">\u041f\u0440\u0438\u0437\u043d\u0430\u043d\u0438\u0435 \u0434\u043e\u0441\u0442\u0438\u0436\u0435\u043d\u0438\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u044f \u043b\u0438\u0446, \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u0435\u0435 \u0443\u044f\u0437\u0432\u0438\u043c\u043e\u0441\u0442\u0438 \u0438 \u0443\u0432\u0435\u043b\u0438\u0447\u0435\u043d\u0438\u0435 \u0438\u043d\u0432\u0435\u0441\u0442\u0438\u0446\u0438\u0439 \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u0434\u0430\u043d\u043d\u044b\u0445 \u043e\u0437\u043d\u0430\u0447\u0430\u0435\u0442... . .\u00a0<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><ul><li><span style=\"font-weight: 300;\">\u0418\u043d\u0436\u0435\u043d\u0435\u0440\u043d\u044b\u0435 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438, \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u044b \u0434\u043e\u043b\u0436\u043d\u044b \u043d\u0435 \u043f\u0440\u043e\u0441\u0442\u043e \u0441\u043e\u043e\u0431\u0449\u0430\u0442\u044c \u0434\u0430\u043d\u043d\u044b\u043c, \u0447\u0442\u043e \u0438\u043c \u043d\u0443\u0436\u043d\u043e, \u043d\u043e \u0438 \u0421\u041b\u0423\u0428\u0410\u0422\u042c \u0438\u0445. <\/span><span style=\"font-weight: 300;\">\u043d\u0430 \u0442\u043e, \u0447\u0442\u043e \u043d\u0443\u0436\u043d\u043e \u043a\u043e\u043c\u0430\u043d\u0434\u0430\u043c \u043f\u043e \u0440\u0430\u0431\u043e\u0442\u0435 \u0441 \u0434\u0430\u043d\u043d\u044b\u043c\u0438. \u041a\u043e\u043c\u0430\u043d\u0434\u044b \u043f\u043e \u0440\u0430\u0431\u043e\u0442\u0435 \u0441 \u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u043b\u0443\u0447\u0448\u0435 \u0432\u0441\u0435\u0445 \u0440\u0430\u0437\u0431\u0438\u0440\u0430\u044e\u0442\u0441\u044f \u0432 \u0437\u0430\u043a\u0443\u043b\u0438\u0441\u043d\u043e\u0439 \u0440\u0430\u0431\u043e\u0442\u0435, \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e\u0439 \u0434\u043b\u044f \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u043e\u0432. <\/span><b>\u0418\u041c\u0415\u041d\u041d\u041e \u0417\u0414\u0415\u0421\u042c \u041c\u041d\u041e\u0413\u0418\u0415 \u041a\u041e\u041c\u041f\u0410\u041d\u0418\u0418 \u0422\u0415\u0420\u041f\u042f\u0422 \u041d\u0415\u0423\u0414\u0410\u0427\u0423.<\/b><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u0422\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u0435 \u043a \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u0430\u043c, \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u044e\u0449\u0438\u043c \u0444\u0443\u043d\u043a\u0446\u0438\u0438, \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0435 \u0441 \u0434\u0430\u043d\u043d\u044b\u043c\u0438, \u0440\u0435\u0433\u0443\u043b\u044f\u0440\u043d\u043e \u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u0441 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043d\u044b\u043c\u0438, \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u0441\u043a\u0438\u043c\u0438 \u0438 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u043e\u0432\u044b\u043c\u0438 \u043a\u043e\u043c\u0430\u043d\u0434\u0430\u043c\u0438.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d5f5260 elementor-widget elementor-widget-image\" data-id=\"d5f5260\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-proper-training.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8335\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-proper-training.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-proper-training.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-proper-training.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-proper-training.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-proper-training.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-857bf73 elementor-widget elementor-widget-text-editor\" data-id=\"857bf73\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u0423\u043c\u0435\u043d\u044c\u0448\u0435\u043d\u0438\u0435 \u0441\u043c\u0435\u0449\u0435\u043d\u0438\u0439 \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446<\/span><\/p><p><span style=\"font-weight: 500;\">\u041f\u0440\u0438\u0437\u043d\u0430\u043d\u0438\u0435 \u0434\u043e\u0441\u0442\u0438\u0436\u0435\u043d\u0438\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u044f \u043b\u0438\u0446, \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u0435\u0435 \u0443\u044f\u0437\u0432\u0438\u043c\u043e\u0441\u0442\u0438 \u0438 \u0443\u0432\u0435\u043b\u0438\u0447\u0435\u043d\u0438\u0435 \u0438\u043d\u0432\u0435\u0441\u0442\u0438\u0446\u0438\u0439 \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u0434\u0430\u043d\u043d\u044b\u0445 \u043e\u0437\u043d\u0430\u0447\u0430\u0435\u0442... . .\u00a0<\/span><\/p><ul><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u041e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u043e\u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0441\u0442\u0438 \u0432 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044f\u0445.<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u041f\u0440\u0438\u043d\u044f\u0442\u0438\u0435 \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u0445 \u043c\u0435\u0440 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u043e\u0440\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0434\u043b\u044f <\/span><span style=\"font-weight: 300;\">\u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u0438 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u043c\u0430\u0440\u043a\u0438\u0440\u043e\u0432\u043a\u0438.<\/span><\/li><li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300;\">\u0412\u0441\u0435\u0433\u0434\u0430 <\/span><span style=\"font-weight: 300;\">\u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0435\u043d\u0438\u0435 \u0442\u043e\u0433\u043e, \u043a\u043e\u0433\u0434\u0430 \u0438 \u0433\u0434\u0435 \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u043e\u044f\u0432\u0438\u0442\u044c\u0441\u044f \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0441\u0442\u044c.<br \/><\/span><span style=\"font-weight: 300;\">- \u041a\u0442\u043e \u043d\u0430\u0432\u0435\u0448\u0438\u0432\u0430\u0435\u0442 \u044f\u0440\u043b\u044b\u043a\u0438?<br \/><\/span><span style=\"font-weight: 300;\">- \u0427\u0442\u043e \u043e\u043d\u0438 \u043e\u0431\u043e\u0437\u043d\u0430\u0447\u0430\u044e\u0442?<br \/><\/span><span style=\"font-weight: 300;\">- \u041a\u0430\u043a\u0438\u0435 \u0444\u0430\u043a\u0442\u043e\u0440\u044b \u043c\u043e\u0433\u0443\u0442 \u043f\u043e\u0432\u043b\u0438\u044f\u0442\u044c \u043d\u0430 \u0438\u0445 \u043c\u0430\u0440\u043a\u0438\u0440\u043e\u0432\u043a\u0443?<br \/>* <\/span><span style=\"font-weight: 300;\"><strong>\u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u0435 <\/strong>* <\/span><span style=\"font-weight: 300;\"><strong>\u043a\u0443\u043b\u044c\u0442\u0443\u0440\u0430<\/strong> * <\/span><strong>\u043e\u043f\u044b\u0442<\/strong><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-97bcf25 elementor-widget elementor-widget-image\" data-id=\"97bcf25\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-static-images.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8337\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u0441\u0442\u0430\u0442\u0438\u0447\u043d\u044b\u0435 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-static-images.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-static-images.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-static-images.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-static-images.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-static-images.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-e7df231 elementor-widget elementor-widget-text-editor\" data-id=\"e7df231\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u0423\u043c\u0435\u043d\u044c\u0448\u0435\u043d\u0438\u0435 \u0441\u043c\u0435\u0449\u0435\u043d\u0438\u0439 \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446<\/span><\/p><p><span style=\"font-weight: 500;\">\u041f\u0440\u0438\u0437\u043d\u0430\u043d\u0438\u0435 \u0434\u043e\u0441\u0442\u0438\u0436\u0435\u043d\u0438\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u044f \u043b\u0438\u0446, \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u0435\u0435 \u0443\u044f\u0437\u0432\u0438\u043c\u043e\u0441\u0442\u0438 \u0438 \u0443\u0432\u0435\u043b\u0438\u0447\u0435\u043d\u0438\u0435 \u0438\u043d\u0432\u0435\u0441\u0442\u0438\u0446\u0438\u0439 \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u0434\u0430\u043d\u043d\u044b\u0445 \u043e\u0437\u043d\u0430\u0447\u0430\u0435\u0442... . .\u00a0<\/span><\/p><p><b>SIDENOTE:<\/b> <span style=\"font-weight: 300;\">\u041f\u0420\u0415\u041a\u0420\u0410\u0429\u0415\u041d\u0418\u0415 \u041c\u0410\u0420\u041a\u0418\u0420\u041e\u0412\u041a\u0418 \u0412\u042b\u0420\u0410\u0416\u0415\u041d\u0418\u0419 \u0421\u041e \u0421\u0422\u0410\u0422\u0418\u0427\u041d\u042b\u0425 \u0418\u0417\u041e\u0411\u0420\u0410\u0416\u0415\u041d\u0418\u0419.<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/p><ul><li><span style=\"font-weight: 300;\">\u0422\u043e\u0447\u043d\u0430\u044f \u043c\u0430\u0440\u043a\u0438\u0440\u043e\u0432\u043a\u0430 FACS \u0438 \u044d\u043c\u043e\u0446\u0438\u0439 \u0432 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0439 \u0441\u0442\u0435\u043f\u0435\u043d\u0438 \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u0438 \u0432\u0438\u0434\u0435\u0442\u044c \u0434\u0432\u0438\u0436\u0435\u043d\u0438\u0435.<\/span><span style=\"font-weight: 300;\"><br \/><\/span><\/li><li><span style=\"font-weight: 300;\">\u0415\u0441\u043b\u0438 \u0431\u044b \u0434\u0432\u0438\u0436\u0435\u043d\u0438\u0435 \u043f\u043e\u0434\u0447\u0435\u0440\u043a\u0438\u0432\u0430\u043b\u043e\u0441\u044c \u0441\u0438\u043b\u044c\u043d\u0435\u0435, \u0441\u0442\u0430\u0442\u0438\u0447\u043d\u044b\u0435 \u0447\u0435\u0440\u0442\u044b \u043b\u0438\u0446\u0430, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a \u043e\u043f\u0443\u0449\u0435\u043d\u043d\u044b\u0435 \u0443\u0433\u043e\u043b\u043a\u0438 \u0433\u0443\u0431 \u0438 \u0438\u0437\u043e\u0433\u043d\u0443\u0442\u0430\u044f \u043d\u043e\u0441\u043e\u0433\u0443\u0431\u043d\u0430\u044f \u0431\u043e\u0440\u043e\u0437\u0434\u0430, \u0441 \u043c\u0435\u043d\u044c\u0448\u0435\u0439 \u0432\u0435\u0440\u043e\u044f\u0442\u043d\u043e\u0441\u0442\u044c\u044e \u0430\u043a\u0442\u0438\u0432\u0438\u0440\u043e\u0432\u0430\u043b\u0438 \u0431\u044b \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u0435 <\/span><span style=\"font-weight: 300;\">\u0434\u0435\u043f\u0440\u0435\u0441\u0441\u043e\u0440 \u0443\u0433\u043b\u0430 \u0433\u0443\u0431\u044b<\/span><span style=\"font-weight: 300;\"> \u0438 <\/span><span style=\"font-weight: 300;\">\u0440\u0430\u0439\u0437\u0435\u0440 \u0432\u0435\u0440\u0445\u043d\u0435\u0439 \u0433\u0443\u0431\u044b <\/span><span style=\"font-weight: 300;\">(\u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0435\u043d\u043d\u043e).<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed512e7 elementor-widget elementor-widget-image\" data-id=\"ed512e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-closing.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8339\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u0417\u0430\u043a\u043b\u044e\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0437\u0430\u043c\u0435\u0447\u0430\u043d\u0438\u044f\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-closing.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-closing.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-closing.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-closing.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-closing.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-69ade8a elementor-widget elementor-widget-text-editor\" data-id=\"69ade8a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u0423\u043c\u0435\u043d\u044c\u0448\u0435\u043d\u0438\u0435 \u0441\u043c\u0435\u0449\u0435\u043d\u0438\u0439 \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446<\/span><\/p><p><span style=\"font-weight: 300;\">\u0417\u0430\u043a\u043b\u044e\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0437\u0430\u043c\u0435\u0447\u0430\u043d\u0438\u044f . . .\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1991a67 elementor-widget elementor-widget-image\" data-id=\"1991a67\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-ramifications.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8340\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u041f\u043e\u0441\u043b\u0435\u0434\u0441\u0442\u0432\u0438\u044f\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-ramifications.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-ramifications.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-ramifications.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-ramifications.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-ramifications.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-5df366e elementor-widget elementor-widget-text-editor\" data-id=\"5df366e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u0423\u043c\u0435\u043d\u044c\u0448\u0435\u043d\u0438\u0435 \u0441\u043c\u0435\u0449\u0435\u043d\u0438\u0439 \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446<\/span><\/p><p><span style=\"font-weight: 300;\">\u0427\u0435\u043c \u0431\u043e\u043b\u044c\u0448\u0435 \u043c\u044b \u0432\u0435\u0440\u0438\u043c \u0432 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u0438 \u043f\u043e\u043b\u0430\u0433\u0430\u0435\u043c\u0441\u044f \u043d\u0430 \u043d\u0438\u0445,\u00a0<\/span><span style=\"font-weight: 300;\">\u0442\u0435\u043c \u0431\u043e\u043b\u044c\u0448\u0435 \u043f\u043e\u0441\u043b\u0435\u0434\u0441\u0442\u0432\u0438\u0439 \u0431\u0443\u0434\u0443\u0442 \u0438\u043c\u0435\u0442\u044c \u044d\u0442\u0438 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-955dbf4 elementor-widget elementor-widget-image\" data-id=\"955dbf4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-AI.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8343\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u041f\u043e\u0441\u043b\u0435\u0434\u0441\u0442\u0432\u0438\u044f \u0434\u043b\u044f \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-AI.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-AI.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-AI.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-AI.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-AI.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-b3a568a elementor-widget elementor-widget-text-editor\" data-id=\"b3a568a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u0423\u043c\u0435\u043d\u044c\u0448\u0435\u043d\u0438\u0435 \u0441\u043c\u0435\u0449\u0435\u043d\u0438\u0439 \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446<\/span><\/p><p><span style=\"font-weight: 300;\">\"... \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u0435 \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u0435 \u0434\u043b\u044f \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f \u043b\u0438\u0446 \u043f\u043e-\u0440\u0430\u0437\u043d\u043e\u043c\u0443 \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0438\u0440\u0443\u0435\u0442 \u044d\u043c\u043e\u0446\u0438\u0438 \u0432 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u0440\u0430\u0441\u043e\u0432\u043e\u0439 \u043f\u0440\u0438\u043d\u0430\u0434\u043b\u0435\u0436\u043d\u043e\u0441\u0442\u0438 \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u0430.  ...\u042d\u0442\u043e\u0442 \u0432\u044b\u0432\u043e\u0434 \u0438\u043c\u0435\u0435\u0442 \u043f\u043e\u0441\u043b\u0435\u0434\u0441\u0442\u0432\u0438\u044f \u0434\u043b\u044f \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0445 \u043b\u044e\u0434\u0435\u0439, \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0439 \u0438 \u043e\u0431\u0449\u0435\u0441\u0442\u0432\u0430, \u0438 \u043e\u043d \u0432\u043d\u043e\u0441\u0438\u0442 \u0432\u043a\u043b\u0430\u0434 \u0432 \u0440\u0430\u0441\u0442\u0443\u0449\u0443\u044e \u043b\u0438\u0442\u0435\u0440\u0430\u0442\u0443\u0440\u0443 \u043e \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0441\u0442\u0438 \u0438\/\u0438\u043b\u0438 \u043d\u0435\u0440\u0430\u0432\u043d\u043e\u043c \u0432\u043e\u0437\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0438 \u0432 \u0418\u0418\".<\/span><\/p><p><span style=\"font-weight: 300;\">\u0420\u044e, \u041b\u043e\u0440\u0435\u043d, <\/span><b>\u0420\u0430\u0441\u043e\u0432\u043e\u0435 \u0432\u043b\u0438\u044f\u043d\u0438\u0435 \u043d\u0430 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u0432\u043e\u0441\u043f\u0440\u0438\u044f\u0442\u0438\u0435 \u044d\u043c\u043e\u0446\u0438\u0439\u00a0<\/b><span style=\"font-weight: 300;\">(9 \u043d\u043e\u044f\u0431\u0440\u044f 2018 \u0433\u043e\u0434\u0430).\u00a0<\/span><span style=\"font-weight: 300;\">\u0414\u043e\u0441\u0442\u0443\u043f\u043d\u043e \u0432 SSRN: <\/span><span style=\"font-weight: 300;\"><a href=\"https:\/\/ssrn.com\/abstract=3281765\" rel=\"nofollow\">https:\/\/ssrn.com\/abstract=3281765<\/a> \u0438\u043b\u0438 <a href=\"http:\/\/dx.doi.org\/10.2139\/ssrn.3281765\" rel=\"nofollow\">http:\/\/dx.doi.org\/10.2139\/ssrn.3281765<\/a><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7a8268e elementor-widget elementor-widget-image\" data-id=\"7a8268e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-responsibility.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8344\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u041e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0441\u0442\u044c \u0437\u0430 \u0434\u0430\u043d\u043d\u044b\u0435\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-responsibility.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-responsibility.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-responsibility.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-responsibility.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-tracking-responsibility.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-d0bee76 elementor-widget elementor-widget-text-editor\" data-id=\"d0bee76\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>: <\/span><\/span><span style=\"font-weight: 500;\">\u0423\u043c\u0435\u043d\u044c\u0448\u0435\u043d\u0438\u0435 \u0441\u043c\u0435\u0449\u0435\u043d\u0438\u0439 \u043f\u0440\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446<\/span><\/p><p><span style=\"font-weight: 300;\">\u0412\u043e\u0437\u044c\u043c\u0438\u0442\u0435 \u043d\u0430 \u0441\u0435\u0431\u044f \u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0441\u0442\u044c.<\/span><span style=\"font-weight: 300;\"><br \/><\/span><span style=\"font-weight: 300;\">\u041f\u0440\u0438\u043b\u043e\u0436\u0438\u0442\u0435 \u0443\u0441\u0438\u043b\u0438\u044f, \u0447\u0442\u043e\u0431\u044b \u0443\u043c\u0435\u043d\u044c\u0448\u0438\u0442\u044c \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0441\u0442\u044c.<br \/><\/span><span style=\"font-weight: 300;\">\u0411\u043e\u043b\u044c\u0448\u0435 \u0438\u043d\u0432\u0435\u0441\u0442\u0438\u0440\u0443\u0439\u0442\u0435 \u0432 \u0434\u0430\u043d\u043d\u044b\u0435.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-009a084 elementor-widget elementor-widget-image\" data-id=\"009a084\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"506\" src=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-facs-cheat-sheet.png?fit=900%2C506&amp;ssl=1\" class=\"attachment-large size-large wp-image-8346\" alt=\"\u0420\u0430\u0441\u043e\u0432\u044b\u0435, \u043a\u0443\u043b\u044c\u0442\u0443\u0440\u043d\u044b\u0435 \u0438 \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u0443\u0431\u0435\u0436\u0434\u0435\u043d\u0438\u044f \u0432 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0438 \u043b\u0438\u0446 \u0438 \u044d\u043c\u043e\u0446\u0438\u0439: \u0428\u043f\u0430\u0440\u0433\u0430\u043b\u043a\u0430 FACS\" srcset=\"https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-facs-cheat-sheet.png?w=960&amp;ssl=1 960w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-facs-cheat-sheet.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-facs-cheat-sheet.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-facs-cheat-sheet.png?resize=18%2C10&amp;ssl=1 18w, https:\/\/i0.wp.com\/melindaozel.com\/wp-content\/uploads\/2020\/10\/racial-cultural-age-related-bias-in-face-and-emotion-facs-cheat-sheet.png?resize=889%2C500&amp;ssl=1 889w\" 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 class=\"elementor-element elementor-element-1b0ffd1 elementor-widget elementor-widget-text-editor\" data-id=\"1b0ffd1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 300;\"><span style=\"font-weight: 500;\"><span style=\"text-decoration: underline;\">\u0422\u0435\u043a\u0441\u0442<\/span>:<\/span><\/span><\/p><p><span style=\"font-weight: 300;\">\u0412 \u043e\u0442\u0432\u0435\u0442 \u043d\u0430 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u043e\u0441\u0442\u044c \u043d\u0435\u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u0438 \u043d\u0435\u0442\u043e\u0447\u043d\u044b\u0445 \u0441\u0441\u044b\u043b\u043e\u043a \u043d\u0430 FACS, <\/span><span style=\"font-weight: 300;\">\u042f \u0441\u043e\u0437\u0434\u0430\u043b \u0431\u0435\u0441\u043f\u043b\u0430\u0442\u043d\u0443\u044e \"\u0428\u043f\u0430\u0440\u0433\u0430\u043b\u043a\u0443 \u043f\u043e FACS\". <\/span><span style=\"font-weight: 300;\">\u0447\u0442\u043e\u0431\u044b \u0441\u043b\u0443\u0436\u0438\u0442\u044c \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u043e\u043c \u0434\u043b\u044f \u0445\u0443\u0434\u043e\u0436\u043d\u0438\u043a\u043e\u0432, \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439 \u0438 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043e\u0432. \u041e\u043d \u0434\u043e\u0441\u0442\u0443\u043f\u0435\u043d \u043d\u0430 \u043c\u043e\u0435\u043c \u0441\u0430\u0439\u0442\u0435 \u0440\u0435\u0441\u0443\u0440\u0441\u043e\u0432 FACS, <\/span><b><i>\u041b\u0438\u0446\u043e\u043c \u043a \u043b\u0438\u0446\u0443 \u0441 \u0412\u0412\u0421<\/i><\/b><span style=\"font-weight: 300;\">. \u042f \u0442\u0430\u043a\u0436\u0435 \u043e\u0442\u043a\u0440\u044b\u0442 \u0434\u043b\u044f \u043a\u043e\u043d\u0441\u0443\u043b\u044c\u0442\u0430\u0446\u0438\u0439.<\/span><\/p><p><a href=\"https:\/\/melindaozel.com\/facs-cheat-sheet\/\" target=\"_blank\" rel=\"noopener\"><b>melindaozel.com\/facs-cheat-sheet\/<\/b><\/a><\/p>\t\t\t\t\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>","protected":false},"excerpt":{"rendered":"<p>\u041c\u044b, \u043a\u0430\u0436\u0435\u0442\u0441\u044f, \u0441\u043e\u0433\u043b\u0430\u0441\u043d\u044b \u0441 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u043c \u0443\u043f\u0440\u043e\u0449\u0435\u043d\u0438\u0435\u043c, \u0447\u0442\u043e \u043c\u0430\u0448\u0438\u043d\u044b \u043c\u0435\u043d\u0435\u0435 \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u044b, \u0447\u0435\u043c \u043b\u044e\u0434\u0438; \u043e\u0434\u043d\u0430\u043a\u043e, \u0435\u0441\u043b\u0438 \u0432\u044b \u0437\u043d\u0430\u043a\u043e\u043c\u044b \u0441 \u0442\u0435\u043c, \u043a\u0430\u043a \u043c\u0430\u0448\u0438\u043d\u044b \u043e\u0431\u0443\u0447\u0430\u044e\u0442\u0441\u044f \u0447\u0438\u0442\u0430\u0442\u044c \u0438 \u0444\u043e\u043a\u0443\u0441\u0438\u0440\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u043d\u0430 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u0430\u0441\u043f\u0435\u043a\u0442\u0430\u0445 \u0434\u0430\u043d\u043d\u044b\u0445, \u0432\u044b \u0437\u043d\u0430\u0435\u0442\u0435: \u0412\u0441\u0435 \u043d\u0435 \u0442\u0430\u043a \u043f\u0440\u043e\u0441\u0442\u043e.<\/p>","protected":false},"author":60486633,"featured_media":3610,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[676756913,676756994,676757020,676757042,676757021,676757036,676757039,676756997,676757037,676756991,676756915,676756914,676757008,676757022,676757023,676757038,676757024,676756993,676757043,676756992],"tags":[],"class_list":["post-3601","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-action-units","category-ar-vr","category-au1","category-au10","category-au2","category-au6","category-au7","category-behavior","category-cheek-raiser","category-anatomy","category-facial-expressions","category-muscles","category-free","category-frontalis","category-inner-brow-raiser","category-lid-tightener","category-outer-brow-raiser","category-tech","category-upper-lip-raiser","category-wrinkles","generate-columns","tablet-grid-50","mobile-grid-100","grid-parent","grid-50"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Bias In Emotion Tracking - Face the FACS | Facial Expressions in Animation, AI, &amp; Behavior<\/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:\/\/melindaozel.com\/ru\/bias-in-emotion-tracking\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Bias In Emotion Tracking\" \/>\n<meta property=\"og:description\" content=\"We seem to subscribe to the popular oversimplification that machines are less biased than humans; however, if you are familiar with the ways in which machines are trained to read and focus on different aspects of data, you will know: It&#039;s just not that simple.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/melindaozel.com\/ru\/bias-in-emotion-tracking\/\" \/>\n<meta property=\"og:site_name\" content=\"Face the FACS | Facial Expressions in Animation, AI, &amp; Behavior\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/facebook.com\/facetheFACS\/\" \/>\n<meta property=\"article:author\" content=\"https:\/\/facebook.com\/facetheFACS\/\" \/>\n<meta property=\"article:published_time\" content=\"2020-10-18T16:12:40+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-02-21T04:34:06+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/melindaozel.com\/wp-content\/uploads\/2020\/10\/Screen-Shot-2020-10-24-at-2.00.37-PM.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1686\" \/>\n\t<meta property=\"og:image:height\" content=\"976\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Melinda Ozel\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta 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