{"id":12091,"date":"2019-01-01T00:00:00","date_gmt":"2019-01-01T08:00:00","guid":{"rendered":"https:\/\/www.hmc.edu\/clinic\/2019\/applications-of-deep-learning-to-ad-quality\/"},"modified":"2019-01-01T00:00:00","modified_gmt":"2019-01-01T08:00:00","slug":"applications-of-deep-learning-to-ad-quality","status":"publish","type":"post","link":"https:\/\/www.hmc.edu\/clinic\/2019\/applications-of-deep-learning-to-ad-quality\/","title":{"rendered":"Applications of Deep Learning to Ad Quality"},"content":{"rendered":"<h2 class=\"project-sponsor-dept-year\"><span class=\"project-sponsor\">OpenX Technologies<\/span> <span class=\"project-dept-year\">Computer Science, 2018-19<\/span><\/h2>\n<div class=\"project-team\">\n<p><strong>Liaison(s):<\/strong> Chris Hallenbeck, Victor Lam, Larry Price<br \/>\n<strong>Advisor(s):<\/strong> Christopher Stone<br \/>\n<strong>Students(s):<\/strong> Monica Acosta, Diana Arreola, Adam Schulze (PM-S), Yun Zhang (PM-F)<\/p>\n<\/div>\n<div class=\"project-abstract\">\n<p>OpenX powers the world\u2019s largest independent ad exchange, connecting publishers and advertisers through real-time auctions. The goal of our project with OpenX is to improve advertisement labeling to provide publishers with more information during a real-time auction. Our Clinic team used computer vision and convolutional neural networks (CNNs) to detect the presence of the AdChoices logo, indicating whether advertisers follow certain privacy protocols. We also created a system to detect the brand(s) associated with an advertisement using text extraction and CNNs.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>OpenX Technologies Computer Science, 2018-19 Liaison(s): Chris Hallenbeck, Victor Lam, Larry Price Advisor(s): Christopher Stone Students(s): Monica Acosta, Diana Arreola, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[140],"tags":[154],"class_list":["post-12091","post","type-post","status-publish","format-standard","hentry","category-computer-science","tag-openx-technologies"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12091","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/comments?post=12091"}],"version-history":[{"count":0,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12091\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/media?parent=12091"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/categories?post=12091"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/tags?post=12091"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}