{"id":985,"date":"2024-09-26T14:46:31","date_gmt":"2024-09-26T12:46:31","guid":{"rendered":"https:\/\/digitalmerit.eu\/merithon\/?post_type=m2challenge&#038;p=985"},"modified":"2024-10-31T10:41:27","modified_gmt":"2024-10-31T08:41:27","slug":"computer-vision-application-in-process-automation","status":"publish","type":"m2challenge","link":"https:\/\/digitalmerit.eu\/merithon\/m2challenge\/computer-vision-application-in-process-automation\/","title":{"rendered":"Challenge #05: Computer vision application in process automation"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Computer vision methods are quite advanced nowadays. They are often used in industry, factories, but wider usage of computer vision is partly limited by personal data protection, GDPR and other ethical questions. Therefore the application of computer vision in process automation sometimes is limited and not fully utilized. Building new solutions, which take into account all possible prescriptions and computer vision possibilities could boost the automation level and contribute to the technological development. Therefore it is important to find the best cases for computer vision usage, its practical implementation and its impact on the automated process efficiency from different perspectives.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The direction for the challenge ideas, which could be converted into multiple final thesis or individual project topics is the following:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Automatic logging, marking of student&#8217;s participation in the lecture based on computer vision.<\/li>\n\n\n\n<li>Sentiment analysis in images based on object detection methods.<\/li>\n\n\n\n<li>A location determination method based on photos and metadata provided on social networks.<\/li>\n\n\n\n<li>Color reconstruction of \u010ciurlionis&#8217; paintings from black and white photos using adversarial networks<\/li>\n\n\n\n<li>Optical note recognition and writer identification in \u010ciurlionis&#8217; piano music manuscripts<\/li>\n\n\n\n<li>Handwritten music note recognition for piano manuscripts using deep neural networks<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">Regarding more details on the challenge and topics contact Pavel Stefanovi\u010d (topics 1-3) and J\u016brat\u0117 Janut\u0117nait\u0117 Bogdanien\u0117 (topics 4-6), VILNIUS TECH.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Find the best cases for computer vision usage, its practical implementation and its impact on the automated process efficiency from different perspectives<\/p>\n","protected":false},"featured_media":986,"template":"","class_list":["post-985","m2challenge","type-m2challenge","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Challenge #05: Computer vision application in process automation - MERIThON<\/title>\n<meta name=\"description\" content=\"The best cases for computer vision usage, its practical implementation and its impact on the automated process efficiency from different perspectives\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/digitalmerit.eu\/merithon\/m2challenge\/computer-vision-application-in-process-automation\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Challenge #05: Computer vision application in process automation - MERIThON\" \/>\n<meta property=\"og:description\" content=\"The best cases for computer vision usage, its practical implementation and its impact on the automated process efficiency from different perspectives\" \/>\n<meta property=\"og:url\" content=\"https:\/\/digitalmerit.eu\/merithon\/m2challenge\/computer-vision-application-in-process-automation\/\" \/>\n<meta property=\"og:site_name\" content=\"MERIThON\" \/>\n<meta property=\"article:modified_time\" content=\"2024-10-31T08:41:27+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/digitalmerit.eu\/merithon\/wp-content\/uploads\/2024\/09\/computer_vision.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"1024\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@digitalmeriteu\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/digitalmerit.eu\\\/merithon\\\/m2challenge\\\/computer-vision-application-in-process-automation\\\/\",\"url\":\"https:\\\/\\\/digitalmerit.eu\\\/merithon\\\/m2challenge\\\/computer-vision-application-in-process-automation\\\/\",\"name\":\"Challenge #05: Computer vision application in process automation - MERIThON\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/digitalmerit.eu\\\/merithon\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/digitalmerit.eu\\\/merithon\\\/m2challenge\\\/computer-vision-application-in-process-automation\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/digitalmerit.eu\\\/merithon\\\/m2challenge\\\/computer-vision-application-in-process-automation\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/digitalmerit.eu\\\/merithon\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/computer_vision.png\",\"datePublished\":\"2024-09-26T12:46:31+00:00\",\"dateModified\":\"2024-10-31T08:41:27+00:00\",\"description\":\"The best cases for computer vision usage, its practical implementation and its impact on the automated process efficiency from different perspectives\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/digitalmerit.eu\\\/merithon\\\/m2challenge\\\/computer-vision-application-in-process-automation\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/digitalmerit.eu\\\/merithon\\\/m2challenge\\\/computer-vision-application-in-process-automation\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/digitalmerit.eu\\\/merithon\\\/m2challenge\\\/computer-vision-application-in-process-automation\\\/#primaryimage\",\"url\":\"https:\\\/\\\/digitalmerit.eu\\\/merithon\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/computer_vision.png\",\"contentUrl\":\"https:\\\/\\\/digitalmerit.eu\\\/merithon\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/computer_vision.png\",\"width\":1024,\"height\":1024,\"caption\":\"computer vision\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/digitalmerit.eu\\\/merithon\\\/m2challenge\\\/computer-vision-application-in-process-automation\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/digitalmerit.eu\\\/merithon\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Challenge #05: Computer vision application in process automation\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/digitalmerit.eu\\\/merithon\\\/#website\",\"url\":\"https:\\\/\\\/digitalmerit.eu\\\/merithon\\\/\",\"name\":\"MERIThon\",\"description\":\"Upskill yourself with MERIT!\",\"publisher\":{\"@id\":\"https:\\\/\\\/digitalmerit.eu\\\/merithon\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/digitalmerit.eu\\\/merithon\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/digitalmerit.eu\\\/merithon\\\/#organization\",\"name\":\"MERIThon\",\"url\":\"https:\\\/\\\/digitalmerit.eu\\\/merithon\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/digitalmerit.eu\\\/merithon\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/digitalmerit.eu\\\/merithon\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/merithon_logo.png\",\"contentUrl\":\"https:\\\/\\\/digitalmerit.eu\\\/merithon\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/merithon_logo.png\",\"width\":661,\"height\":472,\"caption\":\"MERIThon\"},\"image\":{\"@id\":\"https:\\\/\\\/digitalmerit.eu\\\/merithon\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/x.com\\\/digitalmeriteu\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/digital-merit\",\"https:\\\/\\\/www.instagram.com\\\/digitalmeriteu\",\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UCZCZhMSWZfsX74bsnGhcM8g\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Challenge #05: Computer vision application in process automation - MERIThON","description":"The best cases for computer vision usage, its practical implementation and its impact on the automated process efficiency from different perspectives","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/digitalmerit.eu\/merithon\/m2challenge\/computer-vision-application-in-process-automation\/","og_locale":"en_US","og_type":"article","og_title":"Challenge #05: Computer vision application in process automation - MERIThON","og_description":"The best cases for computer vision usage, its practical implementation and its impact on the automated process efficiency from different perspectives","og_url":"https:\/\/digitalmerit.eu\/merithon\/m2challenge\/computer-vision-application-in-process-automation\/","og_site_name":"MERIThON","article_modified_time":"2024-10-31T08:41:27+00:00","og_image":[{"width":1024,"height":1024,"url":"https:\/\/digitalmerit.eu\/merithon\/wp-content\/uploads\/2024\/09\/computer_vision.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_site":"@digitalmeriteu","twitter_misc":{"Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/digitalmerit.eu\/merithon\/m2challenge\/computer-vision-application-in-process-automation\/","url":"https:\/\/digitalmerit.eu\/merithon\/m2challenge\/computer-vision-application-in-process-automation\/","name":"Challenge #05: Computer vision application in process automation - MERIThON","isPartOf":{"@id":"https:\/\/digitalmerit.eu\/merithon\/#website"},"primaryImageOfPage":{"@id":"https:\/\/digitalmerit.eu\/merithon\/m2challenge\/computer-vision-application-in-process-automation\/#primaryimage"},"image":{"@id":"https:\/\/digitalmerit.eu\/merithon\/m2challenge\/computer-vision-application-in-process-automation\/#primaryimage"},"thumbnailUrl":"https:\/\/digitalmerit.eu\/merithon\/wp-content\/uploads\/2024\/09\/computer_vision.png","datePublished":"2024-09-26T12:46:31+00:00","dateModified":"2024-10-31T08:41:27+00:00","description":"The best cases for computer vision usage, its practical implementation and its impact on the automated process efficiency from different perspectives","breadcrumb":{"@id":"https:\/\/digitalmerit.eu\/merithon\/m2challenge\/computer-vision-application-in-process-automation\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/digitalmerit.eu\/merithon\/m2challenge\/computer-vision-application-in-process-automation\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/digitalmerit.eu\/merithon\/m2challenge\/computer-vision-application-in-process-automation\/#primaryimage","url":"https:\/\/digitalmerit.eu\/merithon\/wp-content\/uploads\/2024\/09\/computer_vision.png","contentUrl":"https:\/\/digitalmerit.eu\/merithon\/wp-content\/uploads\/2024\/09\/computer_vision.png","width":1024,"height":1024,"caption":"computer vision"},{"@type":"BreadcrumbList","@id":"https:\/\/digitalmerit.eu\/merithon\/m2challenge\/computer-vision-application-in-process-automation\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/digitalmerit.eu\/merithon\/"},{"@type":"ListItem","position":2,"name":"Challenge #05: Computer vision application in process automation"}]},{"@type":"WebSite","@id":"https:\/\/digitalmerit.eu\/merithon\/#website","url":"https:\/\/digitalmerit.eu\/merithon\/","name":"MERIThon","description":"Upskill yourself with MERIT!","publisher":{"@id":"https:\/\/digitalmerit.eu\/merithon\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/digitalmerit.eu\/merithon\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/digitalmerit.eu\/merithon\/#organization","name":"MERIThon","url":"https:\/\/digitalmerit.eu\/merithon\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/digitalmerit.eu\/merithon\/#\/schema\/logo\/image\/","url":"https:\/\/digitalmerit.eu\/merithon\/wp-content\/uploads\/2024\/02\/merithon_logo.png","contentUrl":"https:\/\/digitalmerit.eu\/merithon\/wp-content\/uploads\/2024\/02\/merithon_logo.png","width":661,"height":472,"caption":"MERIThon"},"image":{"@id":"https:\/\/digitalmerit.eu\/merithon\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/digitalmeriteu","https:\/\/www.linkedin.com\/company\/digital-merit","https:\/\/www.instagram.com\/digitalmeriteu","https:\/\/www.youtube.com\/channel\/UCZCZhMSWZfsX74bsnGhcM8g"]}]}},"_links":{"self":[{"href":"https:\/\/digitalmerit.eu\/merithon\/wp-json\/wp\/v2\/m2challenge\/985","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/digitalmerit.eu\/merithon\/wp-json\/wp\/v2\/m2challenge"}],"about":[{"href":"https:\/\/digitalmerit.eu\/merithon\/wp-json\/wp\/v2\/types\/m2challenge"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/digitalmerit.eu\/merithon\/wp-json\/wp\/v2\/media\/986"}],"wp:attachment":[{"href":"https:\/\/digitalmerit.eu\/merithon\/wp-json\/wp\/v2\/media?parent=985"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}