{"id":102,"date":"2022-04-16T23:43:18","date_gmt":"2022-04-17T04:43:18","guid":{"rendered":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamc5\/?p=102"},"modified":"2022-04-16T23:43:18","modified_gmt":"2022-04-17T04:43:18","slug":"team-status-report-for-04-16","status":"publish","type":"post","link":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamc5\/2022\/04\/16\/team-status-report-for-04-16\/","title":{"rendered":"Team Status Report for 04\/16"},"content":{"rendered":"<p class=\"p1\"><span class=\"s1\">For this week, the biggest risk is still OpenCV. The current algorithm doesn\u2019t have sufficient accuracy possibly due to low resolution camera. After talking with Prof. Kim, we temporarily gave up on including car color as an additional feature to recognize cars. Instead, we\u2019ve tried multiple preprocessing techniques that may enhance image quality before feeding into the model (detail in Ke\u2019s report). Currently, the most feasible plan is to send images to the server and process plate recognition with more advanced model on the server side. Meanwhile, we\u2019re also working on the navigation algorithm as advised by Prof. Kim. The change of plan mostly comes from the limitation of OpenCV algorithm, and server side also needs to be modified to accommodate the image processing component. <\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>For this week, the biggest risk is still OpenCV. The current algorithm doesn\u2019t have sufficient accuracy possibly due to low resolution camera. After talking with Prof. Kim, we temporarily gave up on including car color as an additional feature to recognize cars. Instead, we\u2019ve tried multiple preprocessing techniques that may enhance image quality before feeding &hellip; <\/p>\n<p class=\"link-more\"><a href=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamc5\/2022\/04\/16\/team-status-report-for-04-16\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Team Status Report for 04\/16&#8221;<\/span><\/a><\/p>\n","protected":false},"author":612,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[4],"tags":[3],"_links":{"self":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamc5\/wp-json\/wp\/v2\/posts\/102"}],"collection":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamc5\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamc5\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamc5\/wp-json\/wp\/v2\/users\/612"}],"replies":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamc5\/wp-json\/wp\/v2\/comments?post=102"}],"version-history":[{"count":1,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamc5\/wp-json\/wp\/v2\/posts\/102\/revisions"}],"predecessor-version":[{"id":103,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamc5\/wp-json\/wp\/v2\/posts\/102\/revisions\/103"}],"wp:attachment":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamc5\/wp-json\/wp\/v2\/media?parent=102"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamc5\/wp-json\/wp\/v2\/categories?post=102"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s22-teamc5\/wp-json\/wp\/v2\/tags?post=102"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}