{"id":13611,"date":"2023-01-01T00:00:00","date_gmt":"2023-01-01T08:00:00","guid":{"rendered":"https:\/\/www.hmc.edu\/clinic\/?p=13611"},"modified":"2023-05-15T09:29:23","modified_gmt":"2023-05-15T16:29:23","slug":"identification-and-classification-of-defects-in-aluminum-strips","status":"publish","type":"post","link":"https:\/\/www.hmc.edu\/clinic\/2023\/identification-and-classification-of-defects-in-aluminum-strips\/","title":{"rendered":"Identification and Classification of Defects in Aluminum Strips"},"content":{"rendered":"<h2 class=\"project-sponsor-dept-year\"><span class=\"project-sponsor\">Project Metal Inspection<\/span> <span class=\"project-dept-year\">Engineering, 2022\u201323<\/span><\/h2>\n<div class=\"project-team\">\n<p><strong>Liaison(s):<\/strong> Jeff Foutch, Andrew Donelick \u201915<br \/>\n<strong>Advisor(s):<\/strong> Nancy Lape<br \/>\n<strong>Students(s):<\/strong> Nick Casa\u00f1as (TL-S), Sidney Taylor (TL-F), Olivia Tuffli, Viviane Solomon, Madeleine Masser-Frye, Brandon Bonifacio, Carlos Sanchez<\/p>\n<\/div>\n<div class=\"project-abstract\">\n<p>One of the leading aluminum manufacturers in the nation has requested that the Clinic team develop a system to identify any potential defects on the surface of aluminum coils. The team designed an image-collection system to collect images of the product as it passes through the manufacturing line. With those images, the goal of the project is to develop a machine learning computer vision system that can detect and flag potential defects in real-time during the manufacturing process.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Project Metal Inspection Engineering, 2022\u201323 Liaison(s): Jeff Foutch, Andrew Donelick \u201915 Advisor(s): Nancy Lape Students(s): Nick Casa\u00f1as (TL-S), Sidney Taylor [&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":[164],"tags":[700],"class_list":["post-13611","post","type-post","status-publish","format-standard","hentry","category-engineering","tag-project-metal-inspection"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/13611","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=13611"}],"version-history":[{"count":1,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/13611\/revisions"}],"predecessor-version":[{"id":13626,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/13611\/revisions\/13626"}],"wp:attachment":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/media?parent=13611"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/categories?post=13611"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/tags?post=13611"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}