{"id":337,"date":"2020-04-24T19:30:08","date_gmt":"2020-04-24T19:30:08","guid":{"rendered":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s20-teamf2\/?p=337"},"modified":"2020-04-26T03:40:29","modified_gmt":"2020-04-26T03:40:29","slug":"jerrys-status-update-for-04-25-week-11","status":"publish","type":"post","link":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s20-teamf2\/2020\/04\/24\/jerrys-status-update-for-04-25-week-11\/","title":{"rendered":"Jerry&#8217;s Status Update for 04\/25 (Week 11)"},"content":{"rendered":"<h2><strong>Progress<\/strong><\/h2>\n<p>This week, I worked on the final version of the point model. To get the best performance, I included noise into the pointing dataset, used less keypoints to focus on the arms, and added location as a feature for point classification.<\/p>\n<p>The best performing model on the newest dataset had a validation accuracy of 96%.<\/p>\n<p>I also built a point trigger to let users choose where to activate the point in the final application. This allows the point to operate smoothly with the gesture recognition system at ~27 FPS, whereas running the point model on every frame is 28FPS.<\/p>\n<p>We also planned what we needed for our demo video.<\/p>\n<h2><strong>Deliverables next week<\/strong><\/h2>\n<p>Next week, we will give our final presentation and put together our video.<\/p>\n<h2><strong>Schedule<\/strong><\/h2>\n<p>On schedule.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Progress This week, I worked on the final version of the point model. To get the best performance, I included noise into the pointing dataset, used less keypoints to focus on the arms, and added location as a feature for point classification. The best performing model on the newest dataset had a validation accuracy of &hellip; <\/p>\n<p class=\"link-more\"><a href=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s20-teamf2\/2020\/04\/24\/jerrys-status-update-for-04-25-week-11\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Jerry&#8217;s Status Update for 04\/25 (Week 11)&#8221;<\/span><\/a><\/p>\n","protected":false},"author":307,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[6,5],"tags":[11,10],"_links":{"self":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s20-teamf2\/wp-json\/wp\/v2\/posts\/337"}],"collection":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s20-teamf2\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s20-teamf2\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s20-teamf2\/wp-json\/wp\/v2\/users\/307"}],"replies":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s20-teamf2\/wp-json\/wp\/v2\/comments?post=337"}],"version-history":[{"count":3,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s20-teamf2\/wp-json\/wp\/v2\/posts\/337\/revisions"}],"predecessor-version":[{"id":344,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s20-teamf2\/wp-json\/wp\/v2\/posts\/337\/revisions\/344"}],"wp:attachment":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s20-teamf2\/wp-json\/wp\/v2\/media?parent=337"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s20-teamf2\/wp-json\/wp\/v2\/categories?post=337"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s20-teamf2\/wp-json\/wp\/v2\/tags?post=337"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}