{"id":148,"date":"2025-03-08T19:04:32","date_gmt":"2025-03-09T00:04:32","guid":{"rendered":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teamb3\/?p=148"},"modified":"2025-03-08T19:05:01","modified_gmt":"2025-03-09T00:05:01","slug":"janas-status-report-for-03-08-2025","status":"publish","type":"post","link":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teamb3\/2025\/03\/08\/janas-status-report-for-03-08-2025\/","title":{"rendered":"Jana\u2019s Status Report for 03\/08\/2025"},"content":{"rendered":"<p><span style=\"font-weight: 400\">This week, I worked on my part of the design report which included the abstract, introduction, use-case requirements, design requirements, ML-specific design trade studies, ML-specific testing and validation, schedule and task division, and the related works section.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">On the technical side, I completed labeling the datasets consistently, ensuring uniformity across images from multiple sources. I also finalized the data augmentation techniques, including rotation, greyscale conversion, and flipping, and have begun implementing them. As a result, I now have a fully labeled dataset ready for model training.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Additionally, I established a plan for testing live plants. I am monitoring eight plants under different conditions to support model training and evaluation. This includes 2 plants being underwatered, 2 being overwatered, 2 with nutrient deficiencies, and 2 healthy plants.<\/span><\/p>\n<p><span style=\"font-weight: 400\">I am slightly behind schedule as I have not yet established the initial training framework for the model due to midterm exams and other deadlines. To catch up, I will continue to work through spring break and dedicate additional hours over the next week to make progress.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Next Week\u2019s Deliverables:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Establish the initial training framework for the model<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Test different model architectures (ResNet18 vs MobileNet) using the available dataset<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Compare model performance on greyscale vs RGB images<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Continue monitoring live plants for testing and validation<\/span><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>This week, I worked on my part of the design report which included the abstract, introduction, use-case requirements, design requirements, ML-specific design trade studies, ML-specific testing and validation, schedule and task division, and the related works section.\u00a0 On the technical side, I completed labeling the datasets consistently, ensuring uniformity across images from multiple sources. I &hellip; <\/p>\n<p class=\"link-more\"><a href=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teamb3\/2025\/03\/08\/janas-status-report-for-03-08-2025\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Jana\u2019s Status Report for 03\/08\/2025&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1016,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[12],"tags":[6],"_links":{"self":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teamb3\/wp-json\/wp\/v2\/posts\/148"}],"collection":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teamb3\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teamb3\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teamb3\/wp-json\/wp\/v2\/users\/1016"}],"replies":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teamb3\/wp-json\/wp\/v2\/comments?post=148"}],"version-history":[{"count":2,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teamb3\/wp-json\/wp\/v2\/posts\/148\/revisions"}],"predecessor-version":[{"id":150,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teamb3\/wp-json\/wp\/v2\/posts\/148\/revisions\/150"}],"wp:attachment":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teamb3\/wp-json\/wp\/v2\/media?parent=148"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teamb3\/wp-json\/wp\/v2\/categories?post=148"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teamb3\/wp-json\/wp\/v2\/tags?post=148"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}