{"id":166472,"date":"2019-08-25T21:36:17","date_gmt":"2019-08-26T04:36:17","guid":{"rendered":"https:\/\/erickimphotography.com\/blog\/?p=166472"},"modified":"2019-08-25T22:21:40","modified_gmt":"2019-08-26T05:21:40","slug":"computer-vision-notes","status":"publish","type":"post","link":"https:\/\/erickimphotography.com\/blog\/2019\/08\/25\/computer-vision-notes\/","title":{"rendered":"Computer Vision Notes"},"content":{"rendered":"\n<p>Some notes from studying <a href=\"http:\/\/jamestompkin.com\">James Tompkin&#8217;s<\/a> excellent <a href=\"https:\/\/cs.brown.edu\/courses\/csci1430\/\">Computer Vision course at Brown University<\/a>: <\/p>\n\n\n\n<!--more-->\n\n\n\n<h2 class=\"wp-block-heading\"><a href=\"http:\/\/jamestompkin.com\">James Tompkin<\/a><\/h2>\n\n\n\n<p>Great research from <a href=\"http:\/\/jamestompkin.com\">James Tompkin<\/a>&#8212; essentially bridging the gap between creativity, imagination, and computer vision:<\/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 loading=\"lazy\" title=\"James Tompkin - Research Overview (2015)\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/qphK1_fdJas?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>Things he has worked on I find fascinating:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/portalble.cs.brown.edu\">Touchable Augmented Reality On Your Phone<\/a><\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"660\" height=\"386\" data-attachment-id=\"166490\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/hand-capture\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/hand-capture.gif?fit=660%2C386&amp;ssl=1\" data-orig-size=\"660,386\" data-comments-opened=\"0\" 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=\"hand capture\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/hand-capture.gif?fit=660%2C386&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/hand-capture.gif?resize=660%2C386&#038;ssl=1\" alt=\"\" class=\"wp-image-166490\"\/><figcaption><a href=\"https:\/\/portalble.cs.brown.edu\">Learn more here ><\/a><\/figcaption><\/figure>\n\n\n\n<p>Part of <a href=\"https:\/\/hci.cs.brown.edu\">Brown&#8217;s Human-Computer Interaction research<\/a>.<\/p>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><a href=\"http:\/\/densepose.org\">DensePose<\/a><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"374\" data-attachment-id=\"166475\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/densepose\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/densepose.gif?fit=640%2C374&amp;ssl=1\" data-orig-size=\"640,374\" data-comments-opened=\"0\" 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=\"densepose\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/densepose.gif?fit=640%2C374&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/densepose.gif?resize=640%2C374&#038;ssl=1\" alt=\"\" class=\"wp-image-166475\"\/><\/figure>\n\n\n\n<p><a href=\"http:\/\/densepose.org\">Dense Pose<\/a> &#8212; absolutely fascinating.<\/p>\n\n\n\n<p>My thoughts:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>This can be a good tool to teach photography, video, and human bodily positions\/poses. Perhaps can also assist for composition when you need to pose a subject (wedding, corporate, portrait)?<\/p><\/blockquote>\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 loading=\"lazy\" title=\"DensePose: Dense Human Pose Estimation In The Wild  (CVPR 2018 Oral)\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/Dhkd_bAwwMc?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>Also fascinating, perhaps can be used after-the-fact to analyze photography compositions of humans (I want to try to apply this to street photography composition):<\/p>\n\n\n\n<div class=\"wp-block-jetpack-slideshow alignwide\" data-effect=\"slide\"><div class=\"wp-block-jetpack-slideshow_container swiper-container\"><ul class=\"wp-block-jetpack-slideshow_swiper-wrapper swiper-wrapper\"><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"1009\" height=\"250\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-166478\" data-id=\"166478\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/anno1.png?resize=1009%2C250&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/anno1.png?w=1009&amp;ssl=1 1009w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/anno1.png?resize=1000%2C248&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/anno1.png?resize=768%2C190&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/anno1.png?resize=920%2C228&amp;ssl=1 920w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"1009\" height=\"250\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-166479\" data-id=\"166479\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/anno2.png?resize=1009%2C250&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/anno2.png?w=1009&amp;ssl=1 1009w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/anno2.png?resize=1000%2C248&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/anno2.png?resize=768%2C190&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/anno2.png?resize=920%2C228&amp;ssl=1 920w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"1009\" height=\"250\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-166480\" data-id=\"166480\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/anno3.png?resize=1009%2C250&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/anno3.png?w=1009&amp;ssl=1 1009w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/anno3.png?resize=1000%2C248&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/anno3.png?resize=768%2C190&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/anno3.png?resize=920%2C228&amp;ssl=1 920w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"1009\" height=\"250\" alt=\"\" class=\"wp-block-jetpack-slideshow_image wp-image-166481\" data-id=\"166481\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/anno4.png?resize=1009%2C250&#038;ssl=1\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/anno4.png?w=1009&amp;ssl=1 1009w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/anno4.png?resize=1000%2C248&amp;ssl=1 1000w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/anno4.png?resize=768%2C190&amp;ssl=1 768w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/anno4.png?resize=920%2C228&amp;ssl=1 920w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure><\/li><\/ul><a class=\"wp-block-jetpack-slideshow_button-prev swiper-button-prev swiper-button-white\" role=\"button\"><\/a><a class=\"wp-block-jetpack-slideshow_button-next swiper-button-next swiper-button-white\" role=\"button\"><\/a><a aria-label=\"Pause Slideshow\" class=\"wp-block-jetpack-slideshow_button-pause\" role=\"button\"><\/a><div class=\"wp-block-jetpack-slideshow_pagination swiper-pagination swiper-pagination-white\"><\/div><\/div><\/div>\n\n\n\n<p><a href=\"https:\/\/github.com\/facebookresearch\/DensePose\/blob\/master\/notebooks\/DensePose-COCO-Visualize.ipynb\">Visualization of the dataset<\/a>:<\/p>\n\n\n\n<ul class=\"wp-block-gallery alignfull columns-3 is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\"><li class=\"blocks-gallery-item\"><figure><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"378\" height=\"240\" data-attachment-id=\"166483\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2019\/08\/25\/computer-vision-notes\/unknown-3\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/Unknown.png?fit=378%2C240&amp;ssl=1\" data-orig-size=\"378,240\" data-comments-opened=\"0\" 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=\"Unknown\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/Unknown.png?fit=378%2C240&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/Unknown.png?resize=378%2C240&#038;ssl=1\" alt=\"\" data-id=\"166483\" data-link=\"https:\/\/erickimphotography.com\/blog\/2019\/08\/25\/computer-vision-notes\/unknown-3\/\" class=\"wp-image-166483\"\/><\/figure><\/li><li class=\"blocks-gallery-item\"><figure><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"378\" height=\"240\" data-attachment-id=\"166484\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2019\/08\/25\/computer-vision-notes\/unknown-2-2\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/Unknown-2.png?fit=378%2C240&amp;ssl=1\" data-orig-size=\"378,240\" data-comments-opened=\"0\" 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=\"Unknown-2\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/Unknown-2.png?fit=378%2C240&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/Unknown-2.png?resize=378%2C240&#038;ssl=1\" alt=\"\" data-id=\"166484\" data-link=\"https:\/\/erickimphotography.com\/blog\/2019\/08\/25\/computer-vision-notes\/unknown-2-2\/\" class=\"wp-image-166484\"\/><\/figure><\/li><li class=\"blocks-gallery-item\"><figure><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"881\" height=\"198\" data-attachment-id=\"166485\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2019\/08\/25\/computer-vision-notes\/unknown-3-2\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/Unknown-3.png?fit=881%2C198&amp;ssl=1\" data-orig-size=\"881,198\" data-comments-opened=\"0\" 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=\"Unknown-3\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/Unknown-3.png?fit=881%2C198&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/Unknown-3.png?resize=881%2C198&#038;ssl=1\" alt=\"\" data-id=\"166485\" data-link=\"https:\/\/erickimphotography.com\/blog\/2019\/08\/25\/computer-vision-notes\/unknown-3-2\/\" class=\"wp-image-166485\" srcset=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/Unknown-3.png?w=881&amp;ssl=1 881w, https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/Unknown-3.png?resize=768%2C173&amp;ssl=1 768w\" sizes=\"auto, (max-width: 881px) 100vw, 881px\" \/><\/figure><\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Motion capture<\/h2>\n\n\n\n<h2 class=\"wp-block-heading\">The Hobbit<\/h2>\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 loading=\"lazy\" title=\"The Hobbit: An Unexpected Journey VFX | Breakdown - Gollum | Weta Digital\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/HUGdsjwTf2s?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><a href=\"https:\/\/www.neogaf.com\/threads\/the-motion-capture-in-dawn-of-the-planet-of-the-apes-and-new-tv-spot.824332\/\">Planet of the apes<\/a><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"636\" height=\"447\" data-attachment-id=\"166497\" data-permalink=\"https:\/\/erickimphotography.com\/blog\/2019\/08\/25\/computer-vision-notes\/spqbmpx4knthbccpf9rj\/\" data-orig-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/spqbmpx4knthbccpf9rj.jpg?fit=636%2C447&amp;ssl=1\" data-orig-size=\"636,447\" data-comments-opened=\"0\" 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=\"spqbmpx4knthbccpf9rj\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/spqbmpx4knthbccpf9rj.jpg?fit=636%2C447&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/spqbmpx4knthbccpf9rj.jpg?resize=636%2C447&#038;ssl=1\" alt=\"\" class=\"wp-image-166497\"\/><\/figure>\n\n\n\n<p><a href=\"https:\/\/www.neogaf.com\/threads\/the-motion-capture-in-dawn-of-the-planet-of-the-apes-and-new-tv-spot.824332\/\">Motion capture<\/a><\/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 loading=\"lazy\" title=\"Dawn of the Planet of the Apes | Ape Evolution | PLANET OF THE APES\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/BFrWoDw-k54?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Vision for graphics<\/h2>\n\n\n\n<p><a href=\"https:\/\/cs.brown.edu\/courses\/csci2951-i\/resources\/\">Another course by James, this one on graphics ><\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h1 class=\"wp-block-heading\"><a href=\"https:\/\/erickimphotography.com\/blog\/machine-learning\/\">Machine Learning<\/a><\/h1>\n\n\n\n<p>Brave new world of photography:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/erickimphotography.com\/blog\/2019\/08\/22\/use-photoshop-to-make-visual-experiments-on-your-photos\/\">Use Photoshop to Make Visual Experiments on Your Photos<\/a><\/li><li><a href=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/24\/brave-new-world-of-photography-and-ai\/\">Brave New World of Photography and AI<\/a><\/li><li><a href=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/17\/use-ai-neural-networks-and-deep-learning-to-judge-your-photography-compositions\/\">Use AI, Neural Networks, and Deep Learning to Judge Your Photography Compositions<\/a><\/li><li><a href=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/07\/how-can-ai-artificial-intelligence-help-you-analyze-your-photos\/\">How Can AI (Artificial Intelligence) Help You Analyze Your Photos?<\/a><\/li><li><a href=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/06\/what-can-ai-and-alphago-teach-us-about-being-human\/\">What Can AI (and AlphaGo) Teach us About Being Human?<\/a><\/li><li><a href=\"https:\/\/erickimphotography.com\/blog\/2018\/09\/03\/bounding-boxes-for-photographers\/\">Composition and Machine Learning: Bounding Boxes for Photographers<\/a><\/li><li><a href=\"https:\/\/erickimphotography.com\/blog\/2018\/08\/29\/how-photographers-can-see-like-machines\/\">How Photographers Can See Like Machines<\/a><\/li><li><a href=\"https:\/\/erickimphotography.com\/blog\/2018\/08\/12\/why-ai-artificial-intelligence-is-good-for-photographers\/\">Why AI (Artificial Intelligence) is Good for Photographers!<\/a><\/li><\/ul>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/i2.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2018\/09\/parkour-1.gif?resize=726%2C407\" alt=\"\"\/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Some notes from studying James Tompkin&#8217;s excellent Computer Vision course at Brown University:<\/p>\n","protected":false},"author":1,"featured_media":166475,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[17],"tags":[],"class_list":["post-166472","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-posts"],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/erickimphotography.com\/blog\/wp-content\/uploads\/2019\/08\/densepose.gif?fit=640%2C374&ssl=1","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/erickimphotography.com\/blog\/wp-json\/wp\/v2\/posts\/166472","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/erickimphotography.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/erickimphotography.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/erickimphotography.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/erickimphotography.com\/blog\/wp-json\/wp\/v2\/comments?post=166472"}],"version-history":[{"count":14,"href":"https:\/\/erickimphotography.com\/blog\/wp-json\/wp\/v2\/posts\/166472\/revisions"}],"predecessor-version":[{"id":166507,"href":"https:\/\/erickimphotography.com\/blog\/wp-json\/wp\/v2\/posts\/166472\/revisions\/166507"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/erickimphotography.com\/blog\/wp-json\/wp\/v2\/media\/166475"}],"wp:attachment":[{"href":"https:\/\/erickimphotography.com\/blog\/wp-json\/wp\/v2\/media?parent=166472"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/erickimphotography.com\/blog\/wp-json\/wp\/v2\/categories?post=166472"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/erickimphotography.com\/blog\/wp-json\/wp\/v2\/tags?post=166472"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}