{"id":152,"date":"2024-03-16T16:05:54","date_gmt":"2024-03-16T16:05:54","guid":{"rendered":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame8\/?p=152"},"modified":"2024-03-16T16:05:54","modified_gmt":"2024-03-16T16:05:54","slug":"sumayyas-status-report-3-16","status":"publish","type":"post","link":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame8\/2024\/03\/16\/sumayyas-status-report-3-16\/","title":{"rendered":"Sumayya&#8217;s Status Report &#8211; 3\/16"},"content":{"rendered":"<p><strong>Progress Update:<\/strong><\/p>\n<p>I implemented the SIFT object tracker this weekend using a guide from <a href=\"https:\/\/medium.com\/@siromermer\/object-tracking-with-sift-algorithm-using-opencv-51be3c6882c9\">Siromer<\/a>. The tracking was accurate but quite slow as shown in the video below. I applied the algorithm on every other frame but this did not improve the speed. I need to do further research on how to improve performance.<\/p>\n<p>Given the time constraints, I will be pausing my work on object tracking as I have two reliable trackers so far (CSRT and SIFT). I will be focusing on object re-identification logic that takes images of items in the Ingredients Grid and correlates label to ingredient.<\/p>\n<p><a href=\"https:\/\/drive.google.com\/file\/d\/1vGplh-lNeOkQUPdKc1fmZiyRzDx353vl\/view?usp=share_link\">https:\/\/drive.google.com\/file\/d\/1vGplh-lNeOkQUPdKc1fmZiyRzDx353vl\/view?usp=share_link<\/a><\/p>\n<p><strong>Schedule:<\/strong><\/p>\n<p>On Track!<\/p>\n<p><strong>Next Week Plans:<\/strong><\/p>\n<ul>\n<li>Object Re-identification \/ Labeling\n<ul>\n<li>Be able to identify Ingredients Grid<\/li>\n<li>Be able to read from Labels JSON file to identify label of each cell<\/li>\n<li>Take images of occupied cells and assign label to ingredient<\/li>\n<li>Make this process modular so that new ingredients can be identified later in the recipe<\/li>\n<\/ul>\n<\/li>\n<li>Create JSON file template<\/li>\n<li>Do gesture recognition on a region of interest (to mimic projected buttons)<\/li>\n<li>Once above steps are done, create a unit function that can track specified object given its label.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Progress Update: I implemented the SIFT object tracker this weekend using a guide from Siromer. The tracking was accurate but quite slow as shown in the video below. I applied the algorithm on every other frame but this did not improve the speed. I need to do further research on how to improve performance. Given &hellip; <\/p>\n<p class=\"link-more\"><a href=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame8\/2024\/03\/16\/sumayyas-status-report-3-16\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Sumayya&#8217;s Status Report &#8211; 3\/16&#8221;<\/span><\/a><\/p>\n","protected":false},"author":882,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[4],"tags":[],"_links":{"self":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame8\/wp-json\/wp\/v2\/posts\/152"}],"collection":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame8\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame8\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame8\/wp-json\/wp\/v2\/users\/882"}],"replies":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame8\/wp-json\/wp\/v2\/comments?post=152"}],"version-history":[{"count":1,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame8\/wp-json\/wp\/v2\/posts\/152\/revisions"}],"predecessor-version":[{"id":156,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame8\/wp-json\/wp\/v2\/posts\/152\/revisions\/156"}],"wp:attachment":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame8\/wp-json\/wp\/v2\/media?parent=152"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame8\/wp-json\/wp\/v2\/categories?post=152"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame8\/wp-json\/wp\/v2\/tags?post=152"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}