{"id":171340,"date":"2014-04-13T01:48:24","date_gmt":"2014-04-13T01:48:24","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/project\/microsoft-3-handpose-dataset\/"},"modified":"2016-04-07T18:48:57","modified_gmt":"2016-04-07T18:48:57","slug":"microsoft-3-handpose-dataset","status":"publish","type":"msr-project","link":"https:\/\/www.microsoft.com\/en-us\/research\/project\/microsoft-3-handpose-dataset\/","title":{"rendered":"Microsoft 3-Handpose dataset"},"content":{"rendered":"<p>We publish a subset of the data from the paper &#8220;Discriminative Ferns Ensemble for Hand Pose Recognition&#8221;. To receive a download link for the dataset please send your request to <a href=\"mailto:ThreeHandPose@microsoft.com\">ThreeHandPose@microsoft.com<\/a>.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2016\/02\/microsoft-3-handpose-dataset-2.png\" alt=\"\" width=\"272\" height=\"161\" \/><\/p>\n<h4>Data description:<\/h4>\n<p>The data comprises 80,000 hand pose images of several subjects collected by the Xbox One team. Each image consists of three (3) channels each of size 36 by 36 pixels: binary mask, masked IR, masked depth. Every image shows a hand in one of the following poses: open, closed, lasso or negative (a hand holding a random object). Only the hand is visible. The data is split into two binary files, Trn.bin and Tst.bin, one containing 60,000 images and the other containing 20,000.<\/p>\n<p>Each file is formatted as follows:<\/p>\n<ul>\n<li>First, 36&#215;36 mask images for all instances, columns first with each pixel being a 4-byte float.<\/li>\n<li>Second, 36&#215;36 IR images for all instances, columns first with each pixel being a 4-byte float.<\/li>\n<li>Third, 36&#215;36 depth images for all instances, columns first with each pixel being a 4-byte float.<\/li>\n<li>Finally, labels for all instances, each label being a 4-byte integer. (1 \u2013 open, 2 \u2013 closed, 3 \u2013 lasso, 4 \u2013 negative)<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>We publish a subset of the data from the paper &#8220;Discriminative Ferns Ensemble for Hand Pose Recognition&#8221;. To receive a download link for the dataset please send your request to ThreeHandPose@microsoft.com. Data description: The data comprises 80,000 hand pose images of several subjects collected by the Xbox One team. Each image consists of three (3) [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","footnotes":""},"research-area":[13561,13556,13562,13554],"msr-locale":[268875],"msr-impact-theme":[],"msr-pillar":[],"class_list":["post-171340","msr-project","type-msr-project","status-publish","hentry","msr-research-area-algorithms","msr-research-area-artificial-intelligence","msr-research-area-computer-vision","msr-research-area-human-computer-interaction","msr-locale-en_us","msr-archive-status-active"],"msr_project_start":"2014-04-13","related-publications":[],"related-downloads":[],"related-videos":[],"related-groups":[],"related-events":[],"related-opportunities":[],"related-posts":[],"related-articles":[],"tab-content":[],"slides":[],"related-researchers":[],"msr_research_lab":[],"msr_impact_theme":[],"_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/171340","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-project"}],"version-history":[{"count":1,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/171340\/revisions"}],"predecessor-version":[{"id":213226,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/171340\/revisions\/213226"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=171340"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=171340"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=171340"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=171340"},{"taxonomy":"msr-pillar","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-pillar?post=171340"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}