{"id":3699,"date":"2018-09-27T16:51:50","date_gmt":"2018-09-27T23:51:50","guid":{"rendered":"http:\/\/mattfife.com\/?p=3699"},"modified":"2018-09-27T16:52:13","modified_gmt":"2018-09-27T23:52:13","slug":"artistic-style-transfer-for-videos-and-spherical-images","status":"publish","type":"post","link":"https:\/\/mattfife.com\/?p=3699","title":{"rendered":"Artistic style transfer for videos and spherical images"},"content":{"rendered":"<p>Everyone has seen those phone apps that make your photos look like the style of a famous painting. It is often called transferring artistic style.\u00a0<a href=\"https:\/\/medium.com\/artists-and-machine-intelligence\/neural-artistic-style-transfer-a-comprehensive-look-f54d8649c199\" target=\"_blank\" rel=\"noopener\">Code is easily available<\/a> for you to write one yourself. Freshman in <a href=\"http:\/\/cs231n.stanford.edu\/\" target=\"_blank\" rel=\"noopener\">Stanford CS 231n<\/a> do this today using neural nets.<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"3700\" data-permalink=\"https:\/\/mattfife.com\/?attachment_id=3700\" data-orig-file=\"https:\/\/i0.wp.com\/mattfife.com\/wp-content\/themes\/mattTheme\/headerimgs\/2018\/09\/1_UtodLyFWmLTUuhPBT6w_vQ.png?fit=730%2C220&amp;ssl=1\" data-orig-size=\"730,220\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"1_UtodLyFWmLTUuhPBT6w_vQ\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/mattfife.com\/wp-content\/themes\/mattTheme\/headerimgs\/2018\/09\/1_UtodLyFWmLTUuhPBT6w_vQ.png?fit=640%2C193&amp;ssl=1\" class=\"alignnone size-full wp-image-3700\" src=\"https:\/\/i0.wp.com\/mattfife.com\/wp-content\/themes\/mattTheme\/headerimgs\/2018\/09\/1_UtodLyFWmLTUuhPBT6w_vQ.png?resize=640%2C193&#038;ssl=1\" alt=\"\" width=\"640\" height=\"193\" srcset=\"https:\/\/i0.wp.com\/mattfife.com\/wp-content\/themes\/mattTheme\/headerimgs\/2018\/09\/1_UtodLyFWmLTUuhPBT6w_vQ.png?w=730&amp;ssl=1 730w, https:\/\/i0.wp.com\/mattfife.com\/wp-content\/themes\/mattTheme\/headerimgs\/2018\/09\/1_UtodLyFWmLTUuhPBT6w_vQ.png?resize=300%2C90&amp;ssl=1 300w, https:\/\/i0.wp.com\/mattfife.com\/wp-content\/themes\/mattTheme\/headerimgs\/2018\/09\/1_UtodLyFWmLTUuhPBT6w_vQ.png?resize=604%2C182&amp;ssl=1 604w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/arxiv.org\/abs\/1604.08610\" target=\"_blank\" rel=\"noopener\">Researchers have now extended that technique<\/a> to video using some <a href=\"https:\/\/www.technologyreview.com\/s\/601424\/algorithm-clones-van-goghs-artistic-style-and-pastes-it-onto-other-images-movies\/\" target=\"_blank\" rel=\"noopener\">interesting new optical flow techniques<\/a>. Will we even need animators in the future?<\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/SKql5wkWz8E\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Everyone has seen those phone apps that make your photos look like the style of a famous painting. It is often called transferring artistic style.\u00a0Code is easily available for you to write one yourself. Freshman in Stanford CS 231n do this today using neural nets. &nbsp; Researchers have now extended that technique to video using some interesting new optical flow techniques. Will we even need animators in the future?<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[9,5],"tags":[],"class_list":["post-3699","post","type-post","status-publish","format-standard","hentry","category-cool","category-technical"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p4WECr-XF","jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/mattfife.com\/index.php?rest_route=\/wp\/v2\/posts\/3699","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mattfife.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mattfife.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mattfife.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mattfife.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3699"}],"version-history":[{"count":2,"href":"https:\/\/mattfife.com\/index.php?rest_route=\/wp\/v2\/posts\/3699\/revisions"}],"predecessor-version":[{"id":3702,"href":"https:\/\/mattfife.com\/index.php?rest_route=\/wp\/v2\/posts\/3699\/revisions\/3702"}],"wp:attachment":[{"href":"https:\/\/mattfife.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3699"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mattfife.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3699"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mattfife.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3699"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}