{"id":12303,"date":"2017-06-11T18:31:01","date_gmt":"2017-06-12T01:31:01","guid":{"rendered":"http:\/\/pocketwisdominsights.com\/pwicolab\/?p=12303"},"modified":"2017-11-18T19:52:13","modified_gmt":"2017-11-19T03:52:13","slug":"teaching-computers-to-understand-pictures","status":"publish","type":"post","link":"https:\/\/pocketwisdominsights.com\/pwicolab\/technology\/technology-co-lab\/artificial-intelligence-series\/pwi-co-lab-staff\/teaching-computers-to-understand-pictures\/","title":{"rendered":"Fei-Fei Li: How We&#8217;re Teaching Computers to Understand Pictures"},"content":{"rendered":"<h2>Opening Insights<\/h2>\n\r\n\t<style>\r\n.rTable {    \r\ndisplay: table;    \r\nwidth: 100%; \r\n}\r\n\t\t\r\n\r\n\t\t\r\n\r\n.rTableRow {    \r\ndisplay: table-row; \r\n} \r\n\r\n.rTableHead {    \r\ndisplay: table-header-group;  \r\nbackground-color: #ddd;  \r\nfont-weight: bold; \r\ntext-align: center; \r\n} \r\n\r\n.rTableCell, .rTableHead {    \r\ndisplay: table-cell;    \r\npadding: 2px 2px 5px 2px;  \r\nfont-size: 14px; \r\nborder: 0px solid #999999; \r\ntext-align: center; \r\n}\r\n\t\t\r\n.rTableCellnp, {    \r\ndisplay: table-cell;     \r\nfont-size: 14px; \r\nborder: 0px solid #999999; \r\ntext-align: center; \r\n} \r\n\r\n.rTableFoot {    \r\ndisplay: table-footer-group; \r\nwidth: 100%; \r\nfont-weight: bold; \r\ntext-align: center;  \r\nbackground-color: #ddd; \r\n} \r\n\r\n.rTableBody.Bold {    \r\ndisplay: table-cell; \r\nfont-weight: bold; \r\ntext-align: center;  \r\n}\r\n\t\t\r\n.rTableBody.Italic {    \r\ndisplay: table-row-group; \r\nfont-style: italic;\r\n}\r\n\r\n<\/style>\r\n\n<blockquote><p>When a very young child looks at a picture, she can identify simple elements: \"cat,\" \"book,\" \"chair.\" Now, computers are getting smart enough to do that too. What's next? In a thrilling talk, computer vision expert Fei-Fei Li describes the state of the art \u2014 including the database of 15 million photos her team built to \"teach\" a computer to understand pictures \u2014 and the key insights yet to come.<\/p><\/blockquote>\n<hr \/>\n<p style=\"text-align: center;\"><em>Pocket Wisdom Insights (PWI) invites you to explore the following <strong>Co-Lab Blog<\/strong>.<br \/>\nThis blog features parts of an influential and insightful video featured outside of the <strong>PWI\u00a0Co-Lab<\/strong><br \/>\nby <strong>Fei-Fei Li<\/strong> on June 2016, published by <a title=\"undefined\" href=\"https:\/\/www.ted.com\/talks\/fei_fei_li_how_we_re_teaching_computers_to_understand_pictures\" target=\"_blank\" rel=\"noopener\">Ted.Com<\/a>.<br \/>\nWe have republished this content in respect of the author\u2019s vision, message and research.<\/em><\/p>\n<hr \/>\n<h2>Informational Insights<\/h2>\n<div style=\"max-width: 640;\">\n<div style=\"position: relative; height: 0; padding-bottom: 56.25%;\"><iframe loading=\"lazy\" style=\"position: absolute; left: 0; top: 0; width: 100%; height: 100%;\" src=\"https:\/\/embed.ted.com\/talks\/fei_fei_li_how_we_re_teaching_computers_to_understand_pictures\" width=\"640\" height=\"360\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/div>\n<\/div>\n<h2><\/h2>\n<h2>Possibilities for Consideration<\/h2>\n<h3>Take a moment and examine\u2026<\/h3>\n<ul>\n<li>As you reviewed the material above, what stood out to you?<\/li>\n<li>What is the potential impact, economically and\/or socially?<\/li>\n<li>What action is needed to stop or support this idea?<\/li>\n<li>You may want to consider whether you:\n<ul>\n<li>want to be <em>aware<\/em> of,<\/li>\n<li>should become <em>supportive<\/em> of,<\/li>\n<li>would want to be <em>active<\/em> in this topic?<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>Add Your Insight<\/h2>\n<p style=\"text-align: center;\"><em>I have been impressed with the urgency of doing. Knowing is not enough; we must apply.<br \/>\nBeing willing is not enough; we must do.<br \/>\n<\/em>LEONARDO DA VINCI<\/p>\n<!-- AddThis Advanced Settings generic via filter on the_content --><!-- AddThis Share Buttons generic via filter on the_content -->","protected":false},"excerpt":{"rendered":"<div class=\"mh-excerpt\"><p>Opening Insights When a very young child looks at a picture, she can identify simple elements: \"cat,\" \"book,\" \"chair.\" Now, computers are getting smart enough to do that too. What's next? In a thrilling talk, <a class=\"mh-excerpt-more\" href=\"https:\/\/pocketwisdominsights.com\/pwicolab\/technology\/technology-co-lab\/artificial-intelligence-series\/pwi-co-lab-staff\/teaching-computers-to-understand-pictures\/\" title=\"Fei-Fei Li: How We&#8217;re Teaching Computers to Understand Pictures\">[...]<\/a><!-- AddThis Advanced Settings generic via filter on get_the_excerpt --><!-- AddThis Share Buttons generic via filter on get_the_excerpt --><\/p>\n<\/div>","protected":false},"author":6,"featured_media":10693,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[201,120],"tags":[123,122,124,121],"class_list":["post-12303","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-emod-blog","category-artificial-intelligence-series","tag-ai","tag-artificial-intelligence","tag-machine-learning","tag-technology"],"jetpack_featured_media_url":"https:\/\/pocketwisdominsights.com\/pwicolab\/wp-content\/uploads\/pexels-photo-160107.jpeg","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/pocketwisdominsights.com\/pwicolab\/wp-json\/wp\/v2\/posts\/12303","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pocketwisdominsights.com\/pwicolab\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pocketwisdominsights.com\/pwicolab\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pocketwisdominsights.com\/pwicolab\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/pocketwisdominsights.com\/pwicolab\/wp-json\/wp\/v2\/comments?post=12303"}],"version-history":[{"count":7,"href":"https:\/\/pocketwisdominsights.com\/pwicolab\/wp-json\/wp\/v2\/posts\/12303\/revisions"}],"predecessor-version":[{"id":16863,"href":"https:\/\/pocketwisdominsights.com\/pwicolab\/wp-json\/wp\/v2\/posts\/12303\/revisions\/16863"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pocketwisdominsights.com\/pwicolab\/wp-json\/wp\/v2\/media\/10693"}],"wp:attachment":[{"href":"https:\/\/pocketwisdominsights.com\/pwicolab\/wp-json\/wp\/v2\/media?parent=12303"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pocketwisdominsights.com\/pwicolab\/wp-json\/wp\/v2\/categories?post=12303"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pocketwisdominsights.com\/pwicolab\/wp-json\/wp\/v2\/tags?post=12303"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}