{"id":149,"date":"2021-04-24T15:47:36","date_gmt":"2021-04-24T15:47:36","guid":{"rendered":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s21-teamd2\/?p=149"},"modified":"2021-05-02T21:42:09","modified_gmt":"2021-05-02T21:42:09","slug":"yasaswinis-status-report-for-4-24","status":"publish","type":"post","link":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s21-teamd2\/?p=149","title":{"rendered":"Yasaswini&#8217;s Status Report for 4\/24"},"content":{"rendered":"<p><strong>Completed this week:\u00a0<\/strong><\/p>\n<ul>\n<li>Finished debugging the implementation of the training model and ran it!\n<ul>\n<li>Fed it all the images that we manually took at the stoplight (picture below is an example)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-medium wp-image-150\" src=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s21-teamd2\/wp-content\/uploads\/sites\/143\/2021\/04\/Screen-Shot-2021-04-24-at-11.35.56-AM-228x300.png\" alt=\"\" width=\"228\" height=\"300\" srcset=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s21-teamd2\/wp-content\/uploads\/sites\/143\/2021\/04\/Screen-Shot-2021-04-24-at-11.35.56-AM-228x300.png 228w, http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s21-teamd2\/wp-content\/uploads\/sites\/143\/2021\/04\/Screen-Shot-2021-04-24-at-11.35.56-AM.png 562w\" sizes=\"(max-width: 228px) 100vw, 228px\" \/><\/p>\n<ul>\n<li>Outputted a cropped image of the traffic light for the image that was fed in<img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-medium wp-image-151\" src=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s21-teamd2\/wp-content\/uploads\/sites\/143\/2021\/04\/Screen-Shot-2021-04-24-at-11.36.17-AM-116x300.png\" alt=\"\" width=\"116\" height=\"300\" srcset=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s21-teamd2\/wp-content\/uploads\/sites\/143\/2021\/04\/Screen-Shot-2021-04-24-at-11.36.17-AM-116x300.png 116w, http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s21-teamd2\/wp-content\/uploads\/sites\/143\/2021\/04\/Screen-Shot-2021-04-24-at-11.36.17-AM.png 286w\" sizes=\"(max-width: 116px) 100vw, 116px\" \/><\/li>\n<li>Created an output folder with the cropped images for further processing\/testing (detection algorithm)<\/li>\n<li>In all the pictures run, there were definitely cases which weren&#8217;t perfect\n<ul>\n<li>Identifying the side of a stoplight facing the wrong direction &#8211; this is not a hazard because in this case the system would simply say that it hasn&#8217;t detected anything since the lights aren&#8217;t shown at all<\/li>\n<li>Not being able to identify the traffic light because it was very distant or from some sort of weird angle\n<ul>\n<li>We will need to adjust for these to improve upon our system&#8217;s overall accuracy<\/li>\n<\/ul>\n<\/li>\n<li>One beneficial thing is that so far the system hasn&#8217;t identified the WRONG traffic light in the picture so that&#8217;s good for safety concerns<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>For Next Week:\u00a0<\/strong><\/p>\n<ul>\n<li>Next week is primarily focused on integration and testing\n<ul>\n<li>As it can be seen, some of the pictures aren&#8217;t exactly cropped to perfection although my algorithm tries to to as accurate as possible. This could be a potential issue and needs to be tested along with Ricky&#8217;s algorithm to see if our system can work<\/li>\n<li>Also the pictures that weren&#8217;t as accurately outputted by the training model at dawn, potentially because the rays of sunlight made it difficult\n<ul>\n<li>Thus these algorithms need to be tested with the Raspberry Pi&#8217;s camera next week because the ones we tested with were taken with Ricky&#8217;s phone, which could potentially have higher resolution<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Completed this week:\u00a0 Finished debugging the implementation of the training model and ran it! Fed it all the images that we manually took at the stoplight (picture below is an example) Outputted a cropped image of the traffic light for the image that was fed in Created an output folder with the cropped images for &hellip; <\/p>\n<p class=\"link-more\"><a href=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s21-teamd2\/?p=149\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Yasaswini&#8217;s Status Report for 4\/24&#8221;<\/span><\/a><\/p>\n","protected":false},"author":441,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[3],"_links":{"self":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s21-teamd2\/index.php?rest_route=\/wp\/v2\/posts\/149"}],"collection":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s21-teamd2\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s21-teamd2\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s21-teamd2\/index.php?rest_route=\/wp\/v2\/users\/441"}],"replies":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s21-teamd2\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=149"}],"version-history":[{"count":1,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s21-teamd2\/index.php?rest_route=\/wp\/v2\/posts\/149\/revisions"}],"predecessor-version":[{"id":152,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s21-teamd2\/index.php?rest_route=\/wp\/v2\/posts\/149\/revisions\/152"}],"wp:attachment":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s21-teamd2\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=149"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s21-teamd2\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=149"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s21-teamd2\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=149"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}