{"id":152,"date":"2024-03-31T01:06:44","date_gmt":"2024-03-31T01:06:44","guid":{"rendered":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamb0\/?p=152"},"modified":"2024-03-31T01:06:44","modified_gmt":"2024-03-31T01:06:44","slug":"yuxuans-status-report-for-3-30","status":"publish","type":"post","link":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamb0\/2024\/03\/31\/yuxuans-status-report-for-3-30\/","title":{"rendered":"Yuxuan\u2019s Status Report for 3\/30"},"content":{"rendered":"<p><strong>Progress<\/strong><\/p>\n<p>This week I spent most of the time installing and integrating the necessary modules and components to RPi with my team. Besides that I customized the Google word2vec model for classifying items names to our five pre-set categories. The code calculates scores that evaluate a new item name\u2019s similarity with some words (in dataset) in each category, and it assigns the category with highest score to the new item name. The script will be finalized with a larger dataset of words for all categories and be integrated into our web app.<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-150\" src=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamb0\/wp-content\/uploads\/sites\/276\/2024\/03\/w2vtest.png\" alt=\"\" width=\"936\" height=\"594\" srcset=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamb0\/wp-content\/uploads\/sites\/276\/2024\/03\/w2vtest.png 936w, http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamb0\/wp-content\/uploads\/sites\/276\/2024\/03\/w2vtest-300x190.png 300w, http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamb0\/wp-content\/uploads\/sites\/276\/2024\/03\/w2vtest-768x487.png 768w\" sizes=\"(max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/p>\n<p><strong>Schedule<\/strong><\/p>\n<p>I am on schedule.<\/p>\n<p><strong>Next Steps<\/strong><\/p>\n<p>Next week I will integrate the word2vec classification into the NLP pipeline on the RPi, which includes downloading the Google word2vec model, setting up the initial word dataset in a migration file, and integrating the classification feature in view.py. I will also work with my team to implement the audio input features (linking parsed commands to different actions) for our web app.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Progress This week I spent most of the time installing and integrating the necessary modules and components to RPi with my team. Besides that I customized the Google word2vec model for classifying items names to our five pre-set categories. The code calculates scores that evaluate a new item name\u2019s similarity with some words (in dataset) &hellip; <\/p>\n<p class=\"link-more\"><a href=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamb0\/2024\/03\/31\/yuxuans-status-report-for-3-30\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Yuxuan\u2019s Status Report for 3\/30&#8221;<\/span><\/a><\/p>\n","protected":false},"author":881,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[10],"tags":[4],"_links":{"self":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamb0\/wp-json\/wp\/v2\/posts\/152"}],"collection":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamb0\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamb0\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamb0\/wp-json\/wp\/v2\/users\/881"}],"replies":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamb0\/wp-json\/wp\/v2\/comments?post=152"}],"version-history":[{"count":1,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamb0\/wp-json\/wp\/v2\/posts\/152\/revisions"}],"predecessor-version":[{"id":153,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamb0\/wp-json\/wp\/v2\/posts\/152\/revisions\/153"}],"wp:attachment":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamb0\/wp-json\/wp\/v2\/media?parent=152"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamb0\/wp-json\/wp\/v2\/categories?post=152"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teamb0\/wp-json\/wp\/v2\/tags?post=152"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}