{"id":87052,"date":"2020-07-02T19:42:13","date_gmt":"2020-07-02T17:42:13","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/mit-udalil-kollekcziyu-tiny-images-iz-za-vyyavleniya-rasistskih-i-zhenonenavistnicheskih-terminov"},"modified":"2020-07-02T19:42:13","modified_gmt":"2020-07-02T17:42:13","slug":"mit-udalil-kollekcziyu-tiny-images-iz-za-vyyavleniya-rasistskih-i-zhenonenavistnicheskih-terminov","status":"publish","type":"post","link":"https:\/\/prohoster.info\/de\/blog\/novosti-interneta\/mit-udalil-kollekcziyu-tiny-images-iz-za-vyyavleniya-rasistskih-i-zhenonenavistnicheskih-terminov","title":{"rendered":"MIT hat die Sammlung Tiny Images wegen der Entdeckung rassistischer und frauenfeindlicher Begriffe entfernt.","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Massachusetts Institute of Technology  <noindex><a rel=\"nofollow\" href=\"https:\/\/groups.csail.mit.edu\/vision\/TinyImages\/\">den<\/a><\/noindex> Datensatz <noindex><a rel=\"nofollow\" href=\"http:\/\/horatio.cs.nyu.edu\/mit\/tiny\/data\/index.html\">Tiny Images<\/a><\/noindex>, \u0432\u043a\u043b\u044e\u0447\u0430\u044e\u0449\u0438\u0439 \u0430\u043d\u043d\u043e\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0443\u044e \u043a\u043e\u043b\u043b\u0435\u043a\u0446\u0438\u044e \u0438\u0437 80 \u043c\u0438\u043b\u043b\u0438\u043e\u043d\u043e\u0432 \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439 \u0441 \u0440\u0430\u0437\u0440\u0435\u0448\u0435\u043d\u0438\u0435\u043c 32&#215;32. \u041d\u0430\u0431\u043e\u0440 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u043b\u0441\u044f \u0433\u0440\u0443\u043f\u043f\u043e\u0439, \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u044e\u0449\u0435\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u043e\u0433\u043e \u0437\u0440\u0435\u043d\u0438\u044f, \u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b\u0441\u044f c 2008 \u0433\u043e\u0434\u0430 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u043c\u0438 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044f\u043c\u0438 \u0434\u043b\u044f \u0442\u0440\u0435\u043d\u0438\u0440\u043e\u0432\u043a\u0438 \u0438 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0438 \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432 \u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445  \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f. <\/p>\n<p>Der Anlass f\u00fcr die L\u00f6schung war <noindex><a rel=\"nofollow\" href=\"https:\/\/arxiv.org\/pdf\/2006.16923.pdf\">Identifizierung<\/a><\/noindex> \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0440\u0430\u0441\u0438\u0441\u0442\u0441\u043a\u0438\u0445 \u0438 \u0436\u0435\u043d\u043e\u043d\u0435\u043d\u0430\u0432\u0438\u0441\u0442\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0442\u0435\u0440\u043c\u0438\u043d\u043e\u0432 \u0432 \u043c\u0435\u0442\u043a\u0430\u0445, \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0437\u0443\u044e\u0449\u0438\u0445 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0451\u043d\u043d\u044b\u0435 \u043d\u0430 \u043a\u0430\u0440\u0442\u0438\u043d\u043a\u0430\u0445 \u043e\u0431\u044a\u0435\u043a\u0442\u044b, \u0430 \u0442\u0430\u043a\u0436\u0435 \u043d\u0430\u043b\u0438\u0447\u0438\u044f \u043e\u0431\u0440\u0430\u0437\u043e\u0432, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0432\u043e\u0441\u043f\u0440\u0438\u043d\u0438\u043c\u0430\u043b\u0438\u0441\u044c \u043a\u0430\u043a \u043e\u0441\u043a\u043e\u0440\u0431\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u043f\u0440\u0438\u0441\u0443\u0442\u0441\u0442\u0432\u043e\u0432\u0430\u043b\u0438 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u043f\u043e\u043b\u043e\u0432\u044b\u0445 \u043e\u0440\u0433\u0430\u043d\u043e\u0432 \u0441 \u0436\u0430\u0440\u0433\u043e\u043d\u043d\u044b\u043c\u0438 \u0442\u0435\u0440\u043c\u0438\u043d\u0430\u043c\u0438, \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0436\u0435\u043d\u0449\u0438\u043d \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0437\u043e\u0432\u0430\u043b\u0438\u0441\u044c \u043a\u0430\u043a &#171;\u0448\u043b\u044e\u0445\u0438&#187;, \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u043b\u0438\u0441\u044c \u043d\u0435\u0434\u043e\u043f\u0443\u0441\u0442\u0438\u043c\u044b\u0435 \u0432 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u043c \u043e\u0431\u0449\u0435\u0441\u0442\u0432\u0435 \u0442\u0435\u0440\u043c\u0438\u043d\u044b \u0434\u043b\u044f \u0447\u0435\u0440\u043d\u043e\u043a\u043e\u0436\u0438\u0445 \u0438 \u0430\u0437\u0438\u0430\u0442\u043e\u0432.<\/p>\n<p>Im Dokument, auf das sich das MIT bezieht, werden jedoch auch ernstere Probleme mit solchen Sammlungen genannt: Technologien der Computer Vision k\u00f6nnen zur Entwicklung von Gesichtserkennungssystemen verwendet werden, um Mitglieder verbotener Gruppen zu identifizieren; ein neuronales Netzwerk zur Bilderzeugung kann das Original aus anonymisierten Daten wiederherstellen.<\/p>\n<p>Der Grund f\u00fcr das Auftreten unzul\u00e4ssiger W\u00f6rter war die Verwendung eines automatisierten Prozesses, der bei der Klassifizierung semantische Beziehungen aus einer lexikalischen Datenbank der englischen Sprache nutzt. <noindex><a rel=\"nofollow\" href=\"https:\/\/en.wikipedia.org\/wiki\/WordNet\">WordNet<\/a><\/noindex>, erstellt in den 1980er Jahren an der Princeton University. Da es unm\u00f6glich ist, 80 Millionen kleine Bilder manuell auf beleidigende Sprache zu \u00fcberpr\u00fcfen, wurde beschlossen, den Zugang zur Datenbank komplett zu sperren. Das MIT hat auch andere Forscher aufgefordert, die Verwendung dieser Sammlung einzustellen und ihre Kopien zu l\u00f6schen. \u00c4hnliche Probleme treten auch in der gr\u00f6\u00dften annotierten Bilddatenbank auf, <noindex><a rel=\"nofollow\" href=\"https:\/\/en.wikipedia.org\/wiki\/ImageNet\">ImageNet<\/a><\/noindex>, in der ebenfalls Verkn\u00fcpfungen aus WordNet verwendet werden.<br \/>\n<center><noindex><a rel=\"nofollow\" href=\"https:\/\/arxiv.org\/pdf\/2006.16923.pdf\"><img decoding=\"async\" alt=\"MIT hat die Sammlung Tiny Images wegen der Entdeckung rassistischer und frauenfeindlicher Begriffe entfernt.\" src=\"\/wp-content\/uploads\/2020\/07\/2043ab08e2c80a22fcb6cf770df4bd09.png\" style=\"display:block;margin: 0 auto;\" \/><\/a><\/noindex><\/center><\/p>\n<p><center><noindex><a rel=\"nofollow\" href=\"https:\/\/arxiv.org\/pdf\/2006.16923.pdf\"><img decoding=\"async\" alt=\"MIT hat die Sammlung Tiny Images wegen der Entdeckung rassistischer und frauenfeindlicher Begriffe entfernt.\" src=\"\/wp-content\/uploads\/2020\/07\/724616cb090b909e9e0a8459da1ff7b4.png\" style=\"display:block;margin: 0 auto;\" \/><\/a><\/noindex><\/center><\/p>\n<p><noindex><a rel=\"nofollow\" name=\"link\"><\/a><\/noindex><\/p>\n<p>Quelle: <a \ncontent=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/www.opennet.ru\/opennews\/art.shtml?num=53277\">opennet.ru<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u041c\u0430\u0441\u0441\u0430\u0447\u0443\u0441\u0435\u0442\u0441\u043a\u0438\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0438\u043d\u0441\u0442\u0438\u0442\u0443\u0442 \u0443\u0434\u0430\u043b\u0438\u043b \u043d\u0430\u0431\u043e\u0440 \u0434\u0430\u043d\u043d\u044b\u0445 Tiny Images, \u0432\u043a\u043b\u044e\u0447\u0430\u044e\u0449\u0438\u0439 \u0430\u043d\u043d\u043e\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0443\u044e \u043a\u043e\u043b\u043b\u0435\u043a\u0446\u0438\u044e \u0438\u0437 80 \u043c\u0438\u043b\u043b\u0438\u043e\u043d\u043e\u0432 \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439 \u0441 \u0440\u0430\u0437\u0440\u0435\u0448\u0435\u043d\u0438\u0435\u043c 32&#215;32. \u041d\u0430\u0431\u043e\u0440 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u043b\u0441\u044f \u0433\u0440\u0443\u043f\u043f\u043e\u0439, \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u044e\u0449\u0435\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u043e\u0433\u043e \u0437\u0440\u0435\u043d\u0438\u044f, \u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b\u0441\u044f c 2008 \u0433\u043e\u0434\u0430 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u043c\u0438 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044f\u043c\u0438 \u0434\u043b\u044f \u0442\u0440\u0435\u043d\u0438\u0440\u043e\u0432\u043a\u0438 \u0438 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0438 \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432 \u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f. \u041f\u043e\u0432\u043e\u0434\u043e\u043c \u043a \u0443\u0434\u0430\u043b\u0435\u043d\u0438\u044e \u0441\u0442\u0430\u043b\u043e \u0432\u044b\u044f\u0432\u043b\u0435\u043d\u0438\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0440\u0430\u0441\u0438\u0441\u0442\u0441\u043a\u0438\u0445 \u0438 \u0436\u0435\u043d\u043e\u043d\u0435\u043d\u0430\u0432\u0438\u0441\u0442\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0442\u0435\u0440\u043c\u0438\u043d\u043e\u0432 \u0432 \u043c\u0435\u0442\u043a\u0430\u0445, [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":87053,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-87052","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-novosti-interneta"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u041c\u0430\u0441\u0441\u0430\u0447\u0443\u0441\u0435\u0442\u0441\u043a\u0438\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0438\u043d\u0441\u0442\u0438\u0442\u0443\u0442 \u0443\u0434\u0430\u043b\u0438\u043b \u043d\u0430\u0431\u043e\u0440 \u0434\u0430\u043d\u043d\u044b\u0445 Tiny Images, \u0432\u043a\u043b\u044e\u0447\u0430\u044e\u0449\u0438\u0439 \u0430\u043d\u043d\u043e\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0443\u044e \u043a\u043e\u043b\u043b\u0435\u043a\u0446\u0438\u044e \u0438\u0437 80 \u043c\u0438\u043b\u043b\u0438\u043e\u043d\u043e\u0432 \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439 \u0441 \u0440\u0430\u0437\u0440\u0435\u0448\u0435\u043d\u0438\u0435\u043c 32x32. \u041d\u0430\u0431\u043e\u0440 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u043b\u0441\u044f \u0433\u0440\u0443\u043f\u043f\u043e\u0439, \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u044e\u0449\u0435\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u043e\u0433\u043e \u0437\u0440\u0435\u043d\u0438\u044f, \u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b\u0441\u044f c 2008 \u0433\u043e\u0434\u0430 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property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/prohoster\" \/>\n\t\t<meta property=\"article:author\" content=\"https:\/\/www.facebook.com\/prohoster\" \/>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"\ud83e\udd47MIT hat die Sammlung Tiny Images wegen der Feststellung rassistischer und frauenfeindlicher Begriffe entfernt | ProHoster","description":"Das Massachusetts Institute of Technology hat den Datensatz Tiny Images entfernt, der eine annotierte Sammlung von 80 Millionen kleinen Bildern mit einer Aufl\u00f6sung von 32x32 enthielt. Der Datensatz wurde von einer Gruppe unterst\u00fctzt, die Technologien der Computer Vision entwickelt, und wurde seit 2008 von verschiedenen Forschern zur Schulung und \u00dcberpr\u00fcfung der Objekterkennung in maschinellen Lernsystemen genutzt. Der Anlass f\u00fcr die Entfernung war die Entdeckung von rassistischen und frauenfeindlichen Begriffen in den Labels.","canonical_url":"https:\/\/prohoster.info\/de\/blog\/novosti-interneta\/mit-udalil-kollekcziyu-tiny-images-iz-za-vyyavleniya-rasistskih-i-zhenonenavistnicheskih-terminov","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"de_DE","og:site_name":"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b","og:type":"article","og:title":"\ud83e\udd47MIT \u0443\u0434\u0430\u043b\u0438\u043b \u043a\u043e\u043b\u043b\u0435\u043a\u0446\u0438\u044e Tiny Images \u0438\u0437-\u0437\u0430 \u0432\u044b\u044f\u0432\u043b\u0435\u043d\u0438\u044f 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