{"id":230,"date":"2022-04-09T20:32:02","date_gmt":"2022-04-10T00:32:02","guid":{"rendered":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamb3\/?p=230"},"modified":"2022-04-09T14:37:17","modified_gmt":"2022-04-09T18:37:17","slug":"samuels-status-report-9-apr-22","status":"publish","type":"post","link":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamb3\/2022\/04\/09\/samuels-status-report-9-apr-22\/","title":{"rendered":"Samuel&#8217;s Status Report &#8211; 9 Apr 22"},"content":{"rendered":"<p>This week we successfully demoed an integrated, working system where a user could scan a fruit, and that fruit will be stored in a database and sent to the UI for modification and subsequent entry into the calendar.<\/p>\n<p>I was very proud of the CV system&#8217;s robustness and smooth workflow as it was able to consistently scan different fruits under different environments and reasonable accuracy.<\/p>\n<p>With basically an MVP already, we are definitely ahead of schedule but could add more features and improvements.<\/p>\n<p>In particular, my next step is to collect more of our own data and train on it since the original dataset had no vegetables and obscure fruits. I spent most of the post-demo time this week collecting my own dataset. In fact, I collected over 800 images each for red peppers, yellow peppers and yellow squash, under various lighting conditions, positions, occlusions and shadows etc.<\/p>\n<p><span style=\"text-decoration: underline\"><em>Examples of dataset images:<\/em><\/span><\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-236\" src=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamb3\/wp-content\/uploads\/sites\/184\/2022\/04\/1649087276.png\" alt=\"\" width=\"100\" height=\"100\" \/> <img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-235\" src=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamb3\/wp-content\/uploads\/sites\/184\/2022\/04\/1649087226.png\" alt=\"\" width=\"100\" height=\"100\" \/> <img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-large wp-image-237\" src=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamb3\/wp-content\/uploads\/sites\/184\/2022\/04\/1649087517.png\" alt=\"\" width=\"100\" height=\"100\" \/> <img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-large wp-image-238\" src=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamb3\/wp-content\/uploads\/sites\/184\/2022\/04\/1649087519.png\" alt=\"\" width=\"100\" height=\"100\" \/> <img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-large wp-image-239\" src=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamb3\/wp-content\/uploads\/sites\/184\/2022\/04\/1649255493.4248576.png\" alt=\"\" width=\"100\" height=\"100\" \/> <img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-large wp-image-240\" src=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamb3\/wp-content\/uploads\/sites\/184\/2022\/04\/1649255497.2244053.png\" alt=\"\" width=\"100\" height=\"100\" \/><\/p>\n<p>Next week, I will continue collecting dataset images on more vegetables like carrots, and begin work on making the hardware platform\/stand for our integrated system. When the Jetson is ready, I will also begin work on that.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This week we successfully demoed an integrated, working system where a user could scan a fruit, and that fruit will be stored in a database and sent to the UI for modification and subsequent entry into the calendar. I was very proud of the CV system&#8217;s robustness and smooth workflow as it was able to &hellip; <\/p>\n<p class=\"link-more\"><a href=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamb3\/2022\/04\/09\/samuels-status-report-9-apr-22\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Samuel&#8217;s Status Report &#8211; 9 Apr 22&#8221;<\/span><\/a><\/p>\n","protected":false},"author":535,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[5],"tags":[],"_links":{"self":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamb3\/wp-json\/wp\/v2\/posts\/230"}],"collection":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamb3\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamb3\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamb3\/wp-json\/wp\/v2\/users\/535"}],"replies":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamb3\/wp-json\/wp\/v2\/comments?post=230"}],"version-history":[{"count":6,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamb3\/wp-json\/wp\/v2\/posts\/230\/revisions"}],"predecessor-version":[{"id":242,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamb3\/wp-json\/wp\/v2\/posts\/230\/revisions\/242"}],"wp:attachment":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamb3\/wp-json\/wp\/v2\/media?parent=230"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamb3\/wp-json\/wp\/v2\/categories?post=230"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamb3\/wp-json\/wp\/v2\/tags?post=230"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}