{"id":309,"date":"2020-10-13T14:56:42","date_gmt":"2020-10-13T14:56:42","guid":{"rendered":"https:\/\/thenextweb.com\/?p=1323024"},"modified":"2020-10-13T14:56:42","modified_gmt":"2020-10-13T14:56:42","slug":"microsoft-unveils-efforts-to-make-ai-more-accessible-to-people-with-disabilities","status":"publish","type":"post","link":"https:\/\/www.londonchiropracter.com\/?p=309","title":{"rendered":"Microsoft unveils efforts to make AI more accessible to people with disabilities"},"content":{"rendered":"\n<div><img decoding=\"async\" src=\"https:\/\/img-cdn.tnwcdn.com\/image\/neural?filter_last=1&amp;fit=1280%2C640&amp;url=https%3A%2F%2Fcdn0.tnwcdn.com%2Fwp-content%2Fblogs.dir%2F1%2Ffiles%2F2020%2F10%2FUntitled-design-2020-10-13T150649.322.png&amp;signature=1aec251c6eb2680b12ca4f6b6e98499b\" class=\"ff-og-image-inserted\"><\/div>\n<p>Microsoft <a href=\"https:\/\/blogs.microsoft.com\/ai\/shrinking-the-data-desert\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">has announced<\/a> a series of new efforts to make AI systems more inclusive of people with disabilities.<\/p>\n<p>The initiatives aim to combat the so-called \u201cdata desert\u201d that\u2019s left machine learning algorithms without enough relevant training data to be effective for people with conditions such as ALS.<\/p>\n<p>One project, called&nbsp;<a class href=\"https:\/\/orbit.city.ac.uk\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Object Recognition for Blind Image Training<\/a><span>&nbsp;(ORBIT), seeks<\/span>&nbsp;to change this by building a new public dataset of videos submitted by people who are blind or have low vision. The data will be used to develop algorithms for smartphone cameras that recognize important personal objects, such as someone\u2019s cell phone or face mask.<\/p>\n<p>Microsoft is also collaborating with <a href=\"https:\/\/teamgleason.org\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Team Gleason<\/a>, an organization that supports people&nbsp;living with Amyotrophic Lateral Sclerosis (ALS), to create an open dataset of facial imagery of people with the neurodegenerative disease. This will be used to make computer vision and machine learning algorithm better at recognizing people with ALS symptoms.<\/p>\n<p><iframe loading=\"lazy\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/XewCmUrqIM8?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen>[embedded content]<\/iframe><\/p>\n<p>A third project led by VizWiz&nbsp;is <a href=\"https:\/\/vizwiz.org\/tasks-and-datasets\/image-captioning\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">developing&nbsp;a public dataset<\/a> to train, validate, and test image captioning algorithms. They\u2019ll be used to provide data about things that people with low vision photograph, such as how much of an over-the-counter medicine they should take.<\/p>\n<p><em>[Read:&nbsp;<a href=\"https:\/\/thenextweb.com\/neural\/2020\/02\/24\/this-ai-suitcase-could-help-visually-impaired-people-to-travel\/\">This AI suitcase could help visually-impaired people to travel<\/a>]<\/em><\/p>\n<p>The&nbsp;team is also <a href=\"https:\/\/vizwiz.org\/tasks-and-datasets\/image-quality-issues\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">developing algorithms<\/a> that instantly recognize when an image submitted is unclear and suggest how to retake it.<\/p>\n<p>\u201cOften it\u2019s not obvious what is meaningful to people, and that\u2019s why it\u2019s so important not just to design for \u2014 but design these technologies with \u2014 people who are in the blind and low vision community,\u201d said Danna Gurari, who developed the VizWiz dataset.<\/p>\n<p>These initiatives address a few of the many ways in which mainstream algorithms don\u2019t work well for people with disabilities because they aren\u2019t trained on inclusive data.<\/p>\n<p>These oversights could potentially cause a self-driving car to not identify someone in a wheelchair as an object to avoid, or lead a&nbsp;predictive hiring system to lower the rank of job candidates with disabilities as they differ from the product\u2019s idea of what a \u201csuccessful\u201d employee sounds and looks like.<\/p>\n<p>Building more inclusive and publically-available datasets will help reduce these risks and improve technologies designed to support people with disabilities.<\/p>\n<p class=\"c-post-pubDate\"> Published October 13, 2020 \u2014 14:56 UTC <\/p>\n<p> <a href=\"https:\/\/thenextweb.com\/neural\/2020\/10\/13\/microsoft-unveils-efforts-to-make-ai-more-accessible-to-people-with-disabilities\/\">Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Microsoft has announced a series of new efforts to make AI systems more inclusive of people with disabilities. The initiatives aim to combat the so-called \u201cdata desert\u201d that\u2019s left machine learning algorithms&#8230;<\/p>\n","protected":false},"author":1,"featured_media":310,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=\/wp\/v2\/posts\/309"}],"collection":[{"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=309"}],"version-history":[{"count":0,"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=\/wp\/v2\/posts\/309\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=\/wp\/v2\/media\/310"}],"wp:attachment":[{"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=309"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=309"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.londonchiropracter.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=309"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}