{"id":3341,"date":"2020-02-12T10:11:45","date_gmt":"2020-02-12T15:11:45","guid":{"rendered":"https:\/\/portfolios.cs.earlham.edu\/?p=3341"},"modified":"2025-04-15T14:42:34","modified_gmt":"2025-04-15T18:42:34","slug":"cs-488-week-4-2","status":"publish","type":"post","link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/02\/12\/cs-488-week-4-2\/","title":{"rendered":"CS 488 &#8211; Week 4"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">This week, I started the data preprocess for my image data. The steps include, resizing, cropping, normalizing and lastly change to tensor value so that it can be fit in a neural network. For the numerical data set, I started looking into different algorithms which are not as computationally expensive as neural network such as k-nearest neighbor, support vector machine. In that way, I can test it when Layout server is still not available.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This week, I started the data preprocess for my image data. The steps include, resizing, cropping, normalizing and lastly change to tensor value so that it can be fit in a neural network. For the numerical data set, I started looking into different algorithms which are not as computationally expensive as neural network such as &#8230; <a title=\"CS 488 &#8211; Week 4\" class=\"read-more\" href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/02\/12\/cs-488-week-4-2\/\" aria-label=\"Read more about CS 488 &#8211; Week 4\">Read more<\/a><\/p>\n","protected":false},"author":67,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[80,85,19],"tags":[],"class_list":["post-3341","post","type-post","status-publish","format-standard","hentry","category-80","category-anh-dang","category-student"],"_links":{"self":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/3341","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/users\/67"}],"replies":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/comments?post=3341"}],"version-history":[{"count":1,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/3341\/revisions"}],"predecessor-version":[{"id":3342,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/3341\/revisions\/3342"}],"wp:attachment":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/media?parent=3341"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/categories?post=3341"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/tags?post=3341"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}