{"id":14054,"date":"2024-06-04T09:40:18","date_gmt":"2024-06-04T16:40:18","guid":{"rendered":"https:\/\/www.hmc.edu\/clinic\/?p=14054"},"modified":"2024-06-04T09:40:18","modified_gmt":"2024-06-04T16:40:18","slug":"synthesizing-machine-learning-training-data-from-privacy-preserving-video","status":"publish","type":"post","link":"https:\/\/www.hmc.edu\/clinic\/2024\/synthesizing-machine-learning-training-data-from-privacy-preserving-video\/","title":{"rendered":"Synthesizing Machine Learning Training Data from Privacy Preserving Video"},"content":{"rendered":"<h2 class=\"project-sponsor-dept-year\"><span class=\"project-sponsor\">Inspiren<\/span> <span class=\"project-dept-year\">Computer Science\/Mathematics, 2023\u201324<\/span><\/h2>\n<div class=\"project-team\">\n<p><strong>Liaison(s):<\/strong> Kyle Lampe \u201902, Bryce Chudomelka<br \/>\n<strong>Advisor(s):<\/strong> Gabe Hope<br \/>\n<strong>Students(s):<\/strong> Zoe Shao (TL-F), Mehek Mehra (TL-S), Nicole Falicov (TL-S), Aidan Stone-Grijalva<\/p>\n<\/div>\n<div class=\"project-abstract\">\n<p>Inspiren is a healthcare technology company dedicated to assisting caregivers through the use of AI. Their flagship product AUGi reduces risks to patients by providing additional monitoring through computer vision techniques, ensuring caretakers are able to optimally visit patients. Due to privacy concerns, the biggest challenge in training AUGi has been finding robust quantities of training data from healthcare settings. The Inspiren Clinic team has evaluated different ways of generating training data, including synthesis and anonymization techniques.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Inspiren Computer Science\/Mathematics, 2023\u201324 Liaison(s): Kyle Lampe \u201902, Bryce Chudomelka Advisor(s): Gabe Hope Students(s): Zoe Shao (TL-F), Mehek Mehra (TL-S), [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[140,185],"tags":[721],"class_list":["post-14054","post","type-post","status-publish","format-standard","hentry","category-computer-science","category-mathematics","tag-inspiren"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/14054","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/comments?post=14054"}],"version-history":[{"count":1,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/14054\/revisions"}],"predecessor-version":[{"id":14124,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/14054\/revisions\/14124"}],"wp:attachment":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/media?parent=14054"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/categories?post=14054"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/tags?post=14054"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}