{"id":2319,"date":"2016-03-27T20:09:44","date_gmt":"2016-03-27T20:09:44","guid":{"rendered":"http:\/\/dataethics.eu\/?p=2319"},"modified":"2016-03-27T20:13:42","modified_gmt":"2016-03-27T20:13:42","slug":"ansigtsgenkendelsesteknologier-forudindtagede-by-design","status":"publish","type":"post","link":"https:\/\/dataethics.eu\/da\/ansigtsgenkendelsesteknologier-forudindtagede-by-design\/","title":{"rendered":"Ansigtsgenkendelses teknologier er forudindtagede by design"},"content":{"rendered":"<p><span id=\"result_box\" class=\"\" lang=\"da\"><span title=\"Google's image recognition system that labels a picture of a pair of black friends as gorillas or an airport system that refuses to recognise a transgender person as female.\">Googles billedegenkendelsessystem, som m\u00e6rker et billede af et par venner med m\u00f8rk hud som gorillaer eller et lufthavnssystem, der n\u00e6gter at anerkende en transgender person som kvinde.\u00a0 A<\/span><span title=\"Facial recognition systems are inherently biased, because they are often not designed to match a world of different kinds of people, Rose Eveleth writes in a Motherboard column based on interviews with designers of facial recognition tech and experts in ethics and technology.\">nsigtsgenkendelsesteknologier (facial recognition technologies) er i sagens natur forudindtagede, fordi de ofte ikke er designet til at matche en verden af \u200b\u200bforskellige typer af mennesker, skriver Rose Eveleth i en klumme i online magasinet Motherboard. Klummen er baseret p\u00e5 interviews med designere af ansigtsgenkendelsesteknologier og eksperter i etik og teknologi. <\/span><span title=\"The problem is, she stated, that \u201c...a homogeneous team produces homogeneous products for a very heterogeneous world\u201d. \">Problemet er, siger hun, at <em>&#8220;&#8230; et homogent team producerer homogene produkter til en meget heterogen verden&#8221;. <\/em><\/span><span title=\"One key problem is that the designers of the systems do not acknowledge that there is a problem of bias in the systems.\">En central udfordring er her, at designerne af systemerne ikke anerkender, at der er et problem med bias i systemerne. <\/span><span title=\"But there is.\">Men det er der. <\/span><span title=\"A computer only recognises the faces it has been fed with.\">En computer genkender kun de ansigter, det er blevet fodret med. <\/span><span title=\"Meaning that if it is only trained to look at a homogenous set of human faces it will categorise accordingly.\">Det betyder, at hvis systemet kun er blevet tr\u00e6net til at se p\u00e5 et homogent s\u00e6t af ansigter, vil det kategorisere tilsvarende. <\/span><span title=\"One solution is therefore to feed the system with a more varied set of training data.\">En l\u00f8sning er derfor at fodre systemet med et mere varieret s\u00e6t af tr\u00e6ningsdata. <\/span><span title=\"Another option is an outside ethical audit of the algorithms. \">En anden mulighed er en ekstern etisk revision af algoritmerne.<br \/>\n<\/span><\/span><\/p>\n<p><span id=\"result_box\" class=\"\" lang=\"da\"><span title=\"But the real question is fundamentally ethical \u2013 do we want the crowd to be recognized, compared and categorized (accurately or not..)?\">Men det fundamentale sp\u00f8rgsm\u00e5l er etisk i natur &#8211; \u00f8nsker vi i det hele taget, at m\u00e6ngden bliver genkendt, identificeret og kategoriseret (pr\u00e6cist eller ej ..)?<\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" class=\"alignnone size-medium wp-image-2316\" src=\"http:\/\/dataethics.eu\/wp-content\/uploads\/16836491502_87fc3335df_z-300x300.jpg\" alt=\"16836491502_87fc3335df_z\" width=\"300\" height=\"300\" srcset=\"https:\/\/dataethics.eu\/wp-content\/uploads\/16836491502_87fc3335df_z-300x300.jpg 300w, https:\/\/dataethics.eu\/wp-content\/uploads\/16836491502_87fc3335df_z-150x150.jpg 150w, https:\/\/dataethics.eu\/wp-content\/uploads\/16836491502_87fc3335df_z-220x220.jpg 220w, https:\/\/dataethics.eu\/wp-content\/uploads\/16836491502_87fc3335df_z-250x250.jpg 250w, https:\/\/dataethics.eu\/wp-content\/uploads\/16836491502_87fc3335df_z-355x355.jpg 355w, https:\/\/dataethics.eu\/wp-content\/uploads\/16836491502_87fc3335df_z-90x90.jpg 90w, https:\/\/dataethics.eu\/wp-content\/uploads\/16836491502_87fc3335df_z.jpg 640w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>L\u00e6s <a href=\"http:\/\/motherboard.vice.com\/read\/the-inherent-bias-of-facial-recognition\" target=\"_blank\">\u201cThe Inherent Bias of Facial Recognition\u201d<\/a><\/p>\n<p>Billede af: <a href=\"https:\/\/c2.staticflickr.com\/8\/7607\/16836491502_87fc3335df_z.jpg\" target=\"_blank\">Sheila Scarborough<\/a><\/p>\n<div class=\"attribution-info\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Googles billedegenkendelsessystem, som m\u00e6rker et billede af et par venner med m\u00f8rk hud som gorillaer&#8230;<\/p>\n","protected":false},"author":7,"featured_media":2316,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[108,2],"tags":[477,768,275],"class_list":["post-2319","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-nyt","category-nyheder","tag-algoritmer","tag-ansigtsgenkendelsesteknologier","tag-diskrimination"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Ansigtsgenkendelses teknologier er forudindtagede by design &#183; Dataetisk T&aelig;nkehandletank<\/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:\/\/dataethics.eu\/da\/ansigtsgenkendelsesteknologier-forudindtagede-by-design\/\" \/>\n<meta property=\"og:locale\" content=\"da_DK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ansigtsgenkendelses teknologier er forudindtagede by design &#183; Dataetisk T&aelig;nkehandletank\" \/>\n<meta property=\"og:description\" content=\"Googles billedegenkendelsessystem, som m\u00e6rker et billede af et par venner med m\u00f8rk hud som gorillaer...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dataethics.eu\/da\/ansigtsgenkendelsesteknologier-forudindtagede-by-design\/\" \/>\n<meta property=\"og:site_name\" content=\"Dataetisk T&aelig;nkehandletank\" \/>\n<meta property=\"article:published_time\" content=\"2016-03-27T20:09:44+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2016-03-27T20:13:42+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dataethics.eu\/wp-content\/uploads\/16836491502_87fc3335df_z.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"640\" \/>\n\t<meta property=\"og:image:height\" content=\"640\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Gry Hasselbalch\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@dataethicseu\" \/>\n<meta name=\"twitter:site\" content=\"@dataethicseu\" \/>\n<meta name=\"twitter:label1\" content=\"Skrevet af\" \/>\n\t<meta name=\"twitter:data1\" content=\"Gry Hasselbalch\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimeret l\u00e6setid\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minut\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/dataethics.eu\\\/da\\\/ansigtsgenkendelsesteknologier-forudindtagede-by-design\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dataethics.eu\\\/da\\\/ansigtsgenkendelsesteknologier-forudindtagede-by-design\\\/\"},\"author\":{\"name\":\"Gry Hasselbalch\",\"@id\":\"https:\\\/\\\/dataethics.eu\\\/da\\\/#\\\/schema\\\/person\\\/d759a02278982241372632f25ec82854\"},\"headline\":\"Ansigtsgenkendelses teknologier er forudindtagede by design\",\"datePublished\":\"2016-03-27T20:09:44+00:00\",\"dateModified\":\"2016-03-27T20:13:42+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/dataethics.eu\\\/da\\\/ansigtsgenkendelsesteknologier-forudindtagede-by-design\\\/\"},\"wordCount\":231,\"publisher\":{\"@id\":\"https:\\\/\\\/dataethics.eu\\\/da\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/dataethics.eu\\\/da\\\/ansigtsgenkendelsesteknologier-forudindtagede-by-design\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dataethics.eu\\\/wp-content\\\/uploads\\\/16836491502_87fc3335df_z.jpg\",\"keywords\":[\"algoritmer\",\"ansigtsgenkendelsesteknologier\",\"diskrimination\"],\"articleSection\":[\"NYT\",\"Seneste nyheder\"],\"inLanguage\":\"da-DK\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/dataethics.eu\\\/da\\\/ansigtsgenkendelsesteknologier-forudindtagede-by-design\\\/\",\"url\":\"https:\\\/\\\/dataethics.eu\\\/da\\\/ansigtsgenkendelsesteknologier-forudindtagede-by-design\\\/\",\"name\":\"Ansigtsgenkendelses teknologier er forudindtagede by design &#183; 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