{"id":3381,"date":"2022-10-11T09:37:33","date_gmt":"2022-10-11T09:37:33","guid":{"rendered":"https:\/\/amcef.com\/?post_type=projects&#038;p=3381"},"modified":"2023-11-28T10:30:45","modified_gmt":"2023-11-28T09:30:45","slug":"aplikacia-na-rozpoznavanie-pohybov-tela","status":"publish","type":"projects","link":"https:\/\/amcef.com\/en\/projects\/aplikacia-na-rozpoznavanie-pohybov-tela\/","title":{"rendered":"Storm Level"},"content":{"rendered":"<h2 class=\"wp-block-heading has-text-align-center\">Experimental application for human body motion recognition<\/h2>\n\n\n\n<div style=\"height:26px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-text-align-center\">Storm Level is an experimental application for computers and mobile phones that recognizes the movements of the human body in real time. The brief was to create a parenting app that would track a child's body movement. Once the movement is made, it can continue to have fun (for example, playing video games).<\/p>\n\n\n\n<div style=\"height:33px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"750\" height=\"840\" src=\"https:\/\/amcef.com\/wp-content\/uploads\/2022\/10\/aplikacia-na-cvicenie.png\" alt=\"mockup na aplik\u00e1ciu na rozozn\u00e1vanie pohybov tela\" class=\"wp-image-4045\" style=\"aspect-ratio:1.3333333333333333;object-fit:contain;width:459px;height:auto\" srcset=\"https:\/\/amcef.com\/wp-content\/uploads\/2022\/10\/aplikacia-na-cvicenie.png 750w, https:\/\/amcef.com\/wp-content\/uploads\/2022\/10\/aplikacia-na-cvicenie-268x300.png 268w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><\/figure>\n<\/div>\n\n\n<div style=\"height:66px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading has-text-align-right\">Implementation<\/h2>\n\n\n\n<p class=\"has-text-align-right\">We implemented artificial intelligence (AI) to help recognize and identify people and the frequency of selected movements. <\/p>\n\n\n\n<p class=\"has-text-align-right\">The application can process the webcam image, analyze and then evaluate it. We trained the neural network using videos of bad and good exercises.<\/p>\n\n\n\n<p class=\"has-text-align-right\">Year 2020.  Technologies used.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"alignleft size-full is-resized\"><img decoding=\"async\" width=\"1186\" height=\"696\" src=\"https:\/\/amcef.com\/wp-content\/uploads\/2023\/11\/Screenshot-2023-11-28-at-10.27.06.png\" alt=\"\" class=\"wp-image-13693\" style=\"width:458px;height:auto\" srcset=\"https:\/\/amcef.com\/wp-content\/uploads\/2023\/11\/Screenshot-2023-11-28-at-10.27.06.png 1186w, https:\/\/amcef.com\/wp-content\/uploads\/2023\/11\/Screenshot-2023-11-28-at-10.27.06-300x176.png 300w, https:\/\/amcef.com\/wp-content\/uploads\/2023\/11\/Screenshot-2023-11-28-at-10.27.06-1024x601.png 1024w, https:\/\/amcef.com\/wp-content\/uploads\/2023\/11\/Screenshot-2023-11-28-at-10.27.06-768x451.png 768w\" sizes=\"(max-width: 1186px) 100vw, 1186px\" \/><\/figure>\n<\/div><\/div>\n<\/div>\n\n\n\n<div style=\"height:67px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"alignright size-large is-resized\"><img decoding=\"async\" width=\"1024\" height=\"669\" src=\"https:\/\/amcef.com\/wp-content\/uploads\/2023\/11\/Screenshot-2023-11-28-at-10.27.36-1024x669.png\" alt=\"\" class=\"wp-image-13694\" style=\"width:335px;height:auto\" srcset=\"https:\/\/amcef.com\/wp-content\/uploads\/2023\/11\/Screenshot-2023-11-28-at-10.27.36-1024x669.png 1024w, https:\/\/amcef.com\/wp-content\/uploads\/2023\/11\/Screenshot-2023-11-28-at-10.27.36-300x196.png 300w, https:\/\/amcef.com\/wp-content\/uploads\/2023\/11\/Screenshot-2023-11-28-at-10.27.36-768x502.png 768w, https:\/\/amcef.com\/wp-content\/uploads\/2023\/11\/Screenshot-2023-11-28-at-10.27.36.png 1184w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\">Services provided<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Implementation and use of artificial intelligence<\/li>\n\n\n\n<li>Recognition and identification of a person and the frequency of selected movements<\/li>\n\n\n\n<li>Webcam image processing, analysis and subsequent evaluation<\/li>\n\n\n\n<li>Performance optimisation for mobile devices<\/li>\n\n\n\n<li>Neural network training using videos of good and bad exercises<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading has-text-align-center\">Result<\/h2>\n\n\n\n<p class=\"has-text-align-center\">Reduction of human intensive labour. Automating the process of tracking the movement of a person or persons. Application of new trends in artificial intelligence.<\/p>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>An experimental application for human body motion recognition.<\/p>","protected":false},"featured_media":13695,"template":"","referencie":[159,155],"class_list":["post-3381","projects","type-projects","status-publish","has-post-thumbnail","hentry","referencie-dizajn","referencie-webove-mobilne-aplikacie"],"acf":{"photo_gallery":{"gallery":[[]]}},"_links":{"self":[{"href":"https:\/\/amcef.com\/en\/wp-json\/wp\/v2\/projects\/3381","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/amcef.com\/en\/wp-json\/wp\/v2\/projects"}],"about":[{"href":"https:\/\/amcef.com\/en\/wp-json\/wp\/v2\/types\/projects"}],"version-history":[{"count":15,"href":"https:\/\/amcef.com\/en\/wp-json\/wp\/v2\/projects\/3381\/revisions"}],"predecessor-version":[{"id":13697,"href":"https:\/\/amcef.com\/en\/wp-json\/wp\/v2\/projects\/3381\/revisions\/13697"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/amcef.com\/en\/wp-json\/wp\/v2\/media\/13695"}],"wp:attachment":[{"href":"https:\/\/amcef.com\/en\/wp-json\/wp\/v2\/media?parent=3381"}],"wp:term":[{"taxonomy":"referencie","embeddable":true,"href":"https:\/\/amcef.com\/en\/wp-json\/wp\/v2\/referencie?post=3381"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}