{"id":1476,"date":"2022-07-05T16:54:42","date_gmt":"2022-07-05T08:54:42","guid":{"rendered":"http:\/\/yrwu-wk.ee.ntu.edu.tw\/?page_id=1476"},"modified":"2022-07-11T15:24:55","modified_gmt":"2022-07-11T07:24:55","slug":"3d-human-motion","status":"publish","type":"page","link":"https:\/\/yrwu-wk.ee.ntu.edu.tw\/index.php\/3d-human-motion\/","title":{"rendered":"\u7cbe\u6e96\u904b\u52d5\u8a08\u756b\u8edf\u9ad4\u5c55\u793a\u548c\u4e0b\u8f09"},"content":{"rendered":"\n<p>3D \u68d2\u7403\u9078\u624b\u80a2\u9ad4\u52d5\u4f5c\u91cd\u5efa\uff0c\u548c\u5075\u6e2c\u7a69\u5b9a\u5316\u8edf\u9ad4<\/p>\n\n\n\n<p><strong>3D Human skeleton detection for baseball player<\/strong><\/p>\n\n\n\n<p>2022\/07\/06    V2.4.6<\/p>\n\n\n\n<form action=\"\/download\/download2D.php\" method=\"post\">\n<select id=\"fname4\" name=\"fname4\">    \n    <option value=\"3D-human-body-reconstruction-2.4.6.7z\">3D-human-body-reconstruction-2.4.6.7z<\/option>\n    <option value=\"AlphaPose-compatible-to-2.4.6.7z\">AlphaPose-compatible-to-2.4.6 pack (extract and copy to the folder of Alpha pose in 2.4.6 version<\/option>\n\n<\/select>\n<input type=\"submit\" value=\"Download this version\">\n<\/form>\n\n\n\n<p>Dataset of for pitching (5 videos and setting files)<\/p>\n\n\n\n<form action=\"\/download\/download2D.php\" method=\"post\">\n<select id=\"fname4\" name=\"fname4\">    \n    <option value=\"dataset-example-2.4.6.7z\"> Data set of base ball picther to test for our program (2.4GB) <\/option>\n\n<\/select>\n<input type=\"submit\" value=\"Download this version\">\n<\/form>\n\n\n\n<p>Code Developer:<\/p>\n\n\n\n<p>\u5442\u5f65\u7a4e\u3001\u8cf4\u6a4b\u3001\u9ec3\u6842\u5ef7\u3001\u90b1\u6600\u5049\u3001\u8a79\u4f73\u5029\u3001\u9673\u5149\u9298<\/p>\n\n\n\n<p>Advisors\uff1a<\/p>\n\n\n\n<p>Yuh-Renn Wu \u5433\u80b2\u4efb\u3001Feng-Li Lian(\u9023\u8c4a\u529b\uff09\u3001Peiyuan Wu(\u5433\u6c9b\u9060\uff09<\/p>\n\n\n\n<p>Collaborators:<\/p>\n\n\n\n<p>\u9ec3\u81f4\u8c6a\u6559\u6388 \u5f90\u744b\u52f5 (Wei-Li Hsu) \u6559\u6388<\/p>\n\n\n\n<p>This code includes<\/p>\n\n\n\n<ol class=\"wp-block-list\"><li>3D reconstruction code.<\/li><li>3D Skeleton modification code.<\/li><li>3D stabilization of joint movement.<\/li><li>Alpha Pose is used for image reconstruction. A compatible source code of Alpha Pose can be downloaded in their official website. the interface for calling Alphapose is included in this release. (AlphaPose-compatible-to-2.4.6.7z)<\/li><\/ol>\n\n\n\n<p>Program demonstration:<\/p>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"3D Human motion tracking\" width=\"780\" height=\"439\" src=\"https:\/\/www.youtube.com\/embed\/rLeH-9I6Daw?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>Environment Setup:<\/p>\n\n\n\n<p>conda create -n 3D python=3.6 -y<br>conda activate 3D<br>conda install pytorch torchvision cudatoolkit=11.3 -c pytorch -y<br>pip install Cython<br>cd Alphapose<br>python setup.py build develop<br>cd ..<br>UI.exe<\/p>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"3D Human skelton env setup\" width=\"780\" height=\"439\" src=\"https:\/\/www.youtube.com\/embed\/SDi6JelmzCk?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>Software Demo and tutorial:<\/p>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"\u7cbe\u6e96\u904b\u52d5\u8a08\u756b\u6559\u5b78\u5f71\u7247\" width=\"780\" height=\"439\" src=\"https:\/\/www.youtube.com\/embed\/yztRwhHhnzA?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>Tutorial-2 longer one (earlier Linux version) for lab training<\/p>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Chapter1 UI-post processing\" width=\"780\" height=\"439\" src=\"https:\/\/www.youtube.com\/embed\/V_oIgVohoRE?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Chapter2 UI-alphapose+reconstruction\" width=\"780\" height=\"439\" src=\"https:\/\/www.youtube.com\/embed\/mfyQCFDeWd0?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Chapter3 UI-camera calibration\" width=\"780\" height=\"439\" src=\"https:\/\/www.youtube.com\/embed\/-P8b3BQyncU?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>3D \u68d2\u7403\u9078\u624b\u80a2\u9ad4\u52d5\u4f5c\u91cd\u5efa\uff0c\u548c\u5075\u6e2c\u7a69\u5b9a\u5316\u8edf\u9ad4 3D Huma&#8230; <\/p>\n","protected":false},"author":1,"featured_media":1053,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1476","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/yrwu-wk.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/pages\/1476","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/yrwu-wk.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/yrwu-wk.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/yrwu-wk.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/yrwu-wk.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/comments?post=1476"}],"version-history":[{"count":23,"href":"https:\/\/yrwu-wk.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/pages\/1476\/revisions"}],"predecessor-version":[{"id":1520,"href":"https:\/\/yrwu-wk.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/pages\/1476\/revisions\/1520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/yrwu-wk.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/media\/1053"}],"wp:attachment":[{"href":"https:\/\/yrwu-wk.ee.ntu.edu.tw\/index.php\/wp-json\/wp\/v2\/media?parent=1476"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}