{"id":616737,"date":"2019-10-29T22:30:22","date_gmt":"2019-10-30T05:30:22","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-research-item&#038;p=616737"},"modified":"2019-10-28T02:45:22","modified_gmt":"2019-10-28T09:45:22","slug":"hams-smartphone-based-driver-license-testing-automation","status":"publish","type":"msr-video","link":"https:\/\/www.microsoft.com\/en-us\/research\/video\/hams-smartphone-based-driver-license-testing-automation\/","title":{"rendered":"HAMS: Smartphone-based Driver License Testing Automation"},"content":{"rendered":"<p>The HAMS project at Microsoft Research India has been used to automate driver license testing, by having a windshield-mounted smartphone use its front\/rear camera and other sensors, to monitor the driver and their driving during the test. HAMS has been deployed at Dehradun, India, for conducting dozens of driver license tests a day, without the involvement of human evaluators. <\/p>\n<p>Visit https:\/\/aka.ms\/hams for more information.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The HAMS project at Microsoft Research India has been used to automate driver license testing, by having a windshield-mounted smartphone use its front\/rear camera and other sensors, to monitor the driver and their driving during the test. HAMS has been deployed at Dehradun, India, for conducting dozens of driver license tests a day, without the [&hellip;]<\/p>\n","protected":false},"featured_media":616743,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"footnotes":""},"research-area":[13561,13556,13552],"msr-video-type":[],"msr-locale":[268875],"msr-impact-theme":[],"msr-pillar":[],"class_list":["post-616737","msr-video","type-msr-video","status-publish","has-post-thumbnail","hentry","msr-research-area-algorithms","msr-research-area-artificial-intelligence","msr-research-area-hardware-devices","msr-locale-en_us"],"msr_download_urls":"","msr_external_url":"https:\/\/youtu.be\/XtgpWXM5Hfg","msr_secondary_video_url":"","msr_video_file":"","_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/616737"}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-video"}],"version-history":[{"count":1,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/616737\/revisions"}],"predecessor-version":[{"id":616740,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video\/616737\/revisions\/616740"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media\/616743"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=616737"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=616737"},{"taxonomy":"msr-video-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-video-type?post=616737"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=616737"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=616737"},{"taxonomy":"msr-pillar","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-pillar?post=616737"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}