{"id":176,"date":"2025-02-22T23:37:19","date_gmt":"2025-02-22T23:37:19","guid":{"rendered":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teame2\/?p=176"},"modified":"2025-02-22T23:38:19","modified_gmt":"2025-02-22T23:38:19","slug":"ethans-status-report-for-2-22","status":"publish","type":"post","link":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teame2\/2025\/02\/22\/ethans-status-report-for-2-22\/","title":{"rendered":"Ethan&#8217;s Status Report for 2\/22"},"content":{"rendered":"<p>This week, I was able to finish the training infrastructure to train the YOLOv8 OBB model. Now that I am able to train the model, I need to employ some sort of verification strategy determine that the model was implemented correctly before I do full batch training. I decided on training the model one single basic image (I am defining basic as an image where the object is close up and on top of a distinct background). After training on this image for a significant number of epochs, I found that the detected bounding box was completely off. Currently, I believe that something went wrong with the model&#8217;s OBB detection head and spent a majority time this week trying to verify this assumption.<\/p>\n<p>Next week, I plan on getting detection working on this toy image and hopefully training using the entire dataset and analyzing the results from there.<\/p>\n<p>Currently, I am on schedule.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This week, I was able to finish the training infrastructure to train the YOLOv8 OBB model. Now that I am able to train the model, I need to employ some sort of verification strategy determine that the model was implemented correctly before I do full batch training. I decided on training the model one single &hellip; <\/p>\n<p class=\"link-more\"><a href=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teame2\/2025\/02\/22\/ethans-status-report-for-2-22\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Ethan&#8217;s Status Report for 2\/22&#8221;<\/span><\/a><\/p>\n","protected":false},"author":999,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[4],"tags":[6],"_links":{"self":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teame2\/wp-json\/wp\/v2\/posts\/176"}],"collection":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teame2\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teame2\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teame2\/wp-json\/wp\/v2\/users\/999"}],"replies":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teame2\/wp-json\/wp\/v2\/comments?post=176"}],"version-history":[{"count":3,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teame2\/wp-json\/wp\/v2\/posts\/176\/revisions"}],"predecessor-version":[{"id":180,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teame2\/wp-json\/wp\/v2\/posts\/176\/revisions\/180"}],"wp:attachment":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teame2\/wp-json\/wp\/v2\/media?parent=176"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teame2\/wp-json\/wp\/v2\/categories?post=176"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teame2\/wp-json\/wp\/v2\/tags?post=176"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}