{"id":123,"date":"2023-03-19T01:58:18","date_gmt":"2023-03-19T01:58:18","guid":{"rendered":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teama4\/?p=123"},"modified":"2023-03-19T02:11:08","modified_gmt":"2023-03-19T02:11:08","slug":"123","status":"publish","type":"post","link":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teama4\/2023\/03\/19\/123\/","title":{"rendered":"Gram’s Status Report for 03\/18\/23"},"content":{"rendered":"

What<\/span>\u00a0did<\/span>\u00a0you<\/span>\u00a0personally<\/span>\u00a0accomplish<\/span>\u00a0this<\/span>\u00a0week<\/span>\u00a0on<\/span>\u00a0the<\/span>\u00a0project?<\/span>\u00a0Give<\/span>\u00a0files<\/span>\u00a0or<\/span><\/strong>
photos<\/span>\u00a0that<\/span>\u00a0demonstrate<\/span>\u00a0your<\/span>\u00a0progress.<\/span>\u00a0Prove<\/span>\u00a0to<\/span>\u00a0the<\/span>\u00a0reader<\/span>\u00a0that<\/span>\u00a0you<\/span>\u00a0put<\/span>\u00a0sufficient\u00a0<\/span>effort<\/span>\u00a0into<\/span>\u00a0the<\/span>\u00a0project<\/span>\u00a0over<\/span>\u00a0the<\/span>\u00a0course<\/span>\u00a0of<\/span>\u00a0the<\/span>\u00a0week<\/span>\u00a0(12+<\/span>\u00a0hours).<\/span><\/strong><\/p>\n

This past week, I wrote code for the controller to collect and aggregate data published by the glove on MQTT. I also worked on the gesture classification model, which took some more time. I built a decision tree which analyzed the trends of the incoming data in each window to classify what gesture was being performed. Although I was not able to implement smoothing of the data and more seamless transitions between windows of sensor data, I was able to write tests for the various gestures to ensure that as the models change, we can quickly verify the correctness of the underlying logic.<\/p>\n

Is<\/span>\u00a0your<\/span>\u00a0progress<\/span>\u00a0on<\/span>\u00a0schedule<\/span>\u00a0or<\/span>\u00a0behind?<\/span>\u00a0If<\/span>\u00a0you<\/span>\u00a0are<\/span>\u00a0behind,<\/span>\u00a0what<\/span>\u00a0actions<\/span>\u00a0will<\/span>\u00a0be\u00a0<\/span><\/strong>taken<\/span>\u00a0to<\/span>\u00a0catch<\/span>\u00a0up<\/span>\u00a0to<\/span>\u00a0the<\/span>\u00a0project<\/span>\u00a0schedule?<\/span><\/strong><\/p>\n

Progress is slightly behind schedule on my part because of the decision tree, so I will try to finish this before the middle of next week so I can finish all of next week’s tasks on time.<\/p>\n

What<\/span>\u00a0deliver<\/span>ables<\/span>\u00a0do<\/span>\u00a0you<\/span>\u00a0hope<\/span>\u00a0to<\/span>\u00a0complete<\/span>\u00a0in<\/span>\u00a0the<\/span>\u00a0next<\/span>\u00a0week?<\/span><\/strong><\/p>\n

Next week, I plan to fully complete the code for the decision tree in terms of smoothening out recognition over adjacent windows of data. Moreover, I will establish bounds (min\/max) for gesture intensity output so I can map them to the intensity of the input data.<\/p>\n

I will also work on establishing a rapid data collection script so we can create a dataset that we can use to analyze future models without doing live testing.<\/p>\n","protected":false},"excerpt":{"rendered":"

What\u00a0did\u00a0you\u00a0personally\u00a0accomplish\u00a0this\u00a0week\u00a0on\u00a0the\u00a0project?\u00a0Give\u00a0files\u00a0orphotos\u00a0that\u00a0demonstrate\u00a0your\u00a0progress.\u00a0Prove\u00a0to\u00a0the\u00a0reader\u00a0that\u00a0you\u00a0put\u00a0sufficient\u00a0effort\u00a0into\u00a0the\u00a0project\u00a0over\u00a0the\u00a0course\u00a0of\u00a0the\u00a0week\u00a0(12+\u00a0hours). This past week, I wrote code for the controller to collect and aggregate data published by the glove on MQTT. I also worked on the gesture classification model, which took some more time. I built a decision tree which analyzed the trends of the incoming data in each window to classify what gesture was … <\/p>\n

Continue reading “Gram’s Status Report for 03\/18\/23”<\/span><\/a><\/p>\n","protected":false},"author":660,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[2],"_links":{"self":[{"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teama4\/wp-json\/wp\/v2\/posts\/123"}],"collection":[{"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teama4\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teama4\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teama4\/wp-json\/wp\/v2\/users\/660"}],"replies":[{"embeddable":true,"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teama4\/wp-json\/wp\/v2\/comments?post=123"}],"version-history":[{"count":3,"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teama4\/wp-json\/wp\/v2\/posts\/123\/revisions"}],"predecessor-version":[{"id":128,"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teama4\/wp-json\/wp\/v2\/posts\/123\/revisions\/128"}],"wp:attachment":[{"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teama4\/wp-json\/wp\/v2\/media?parent=123"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teama4\/wp-json\/wp\/v2\/categories?post=123"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/course.ece.cmu.edu\/~ece500\/projects\/s23-teama4\/wp-json\/wp\/v2\/tags?post=123"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}