{"id":413,"date":"2023-04-26T15:38:32","date_gmt":"2023-04-26T13:38:32","guid":{"rendered":"https:\/\/laif.uniud.it\/?page_id=413"},"modified":"2023-04-27T12:21:56","modified_gmt":"2023-04-27T10:21:56","slug":"deep-learning-for-industry","status":"publish","type":"page","link":"https:\/\/laif.uniud.it\/index.php\/deep-learning-for-industry\/","title":{"rendered":"Deep Learning for Industry"},"content":{"rendered":"<div data-colibri-id=\"413-c1\" class=\"style-512 style-local-413-c1 position-relative\">\n  <!---->\n  <div data-colibri-component=\"section\" data-colibri-id=\"413-c2\" id=\"content\" class=\"h-section h-section-global-spacing d-flex align-items-lg-center align-items-md-center align-items-center style-524 style-local-413-c2 h-overflow-hidden position-relative\">\n    <!---->\n    <!---->\n    <div class=\"h-section-grid-container h-section-fluid-container\">\n      <!---->\n      <div data-colibri-id=\"413-c3\" class=\"h-row-container gutters-row-lg-0 gutters-row-md-0 gutters-row-2 gutters-row-v-lg-0 gutters-row-v-md-0 gutters-row-v-2 style-525 style-local-413-c3 position-relative\">\n        <!---->\n        <div class=\"h-row justify-content-lg-center justify-content-md-center justify-content-center align-items-lg-stretch align-items-md-stretch align-items-stretch gutters-col-lg-0 gutters-col-md-0 gutters-col-2 gutters-col-v-lg-0 gutters-col-v-md-0 gutters-col-v-2\">\n          <!---->\n          <div class=\"h-column h-column-container d-flex h-col-lg h-col-md h-col-auto style-526-outer style-local-413-c4-outer\">\n            <div data-colibri-id=\"413-c4\" class=\"d-flex h-flex-basis h-column__inner h-ui-empty-state-container h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-526 style-local-413-c4 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100\">\n                <!---->\n              <\/div>\n            <\/div>\n          <\/div>\n          <div class=\"h-column h-column-container d-flex h-col-lg-auto h-col-md-auto h-col-auto style-527-outer style-local-413-c5-outer\">\n            <div data-colibri-id=\"413-c5\" class=\"d-flex h-flex-basis h-column__inner h-px-lg-0 h-px-md-0 h-px-0 v-inner-lg-0 v-inner-md-0 v-inner-0 style-527 style-local-413-c5 position-relative\">\n              <!---->\n              <!---->\n              <div class=\"w-100 h-y-container h-column__content h-column__v-align flex-basis-100 align-self-lg-start align-self-md-start align-self-start\">\n                <!---->\n                <div data-colibri-id=\"413-c6\" class=\"h-global-transition-all h-heading style-532 style-local-413-c6 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-532 style-local-413-c6\">\n                    <!---->\n                    <!---->\n                    <h4 class=\"\">RESEARCH<\/h4>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"413-c7\" class=\"h-global-transition-all h-heading style-529 style-local-413-c7 position-relative h-element\">\n                  <!---->\n                  <div class=\"h-heading__outer style-529 style-local-413-c7\">\n                    <!---->\n                    <!---->\n                    <h2 class=\"\">Deep Learning for industry<\/h2>\n                  <\/div>\n                <\/div>\n                <div data-colibri-id=\"413-c8\" class=\"h-text h-text-component style-530 style-local-413-c8 position-relative h-element\">\n                  <!---->\n                  <!---->\n                  <div class=\"\">\n                    <p>Quality control of products in industry is often still done manually by experienced operators. This is often found to be inefficient, time consuming and error prone. Therefore, automated approaches have been introduced to assist the\n                      operator in this task. Generally, automated inspection systems consist of the following modules: image acquisition, image processing, feature extraction and decision making. The automated approach can be based on classic computer\n                      vision methods, but these are often based on fixed rules and therefore not easily adaptable to new data or scenarios.<\/p>\n                    <p>Industrial interest in machine learning applications has exploded since 2005 and the growing trend is evident. Furthermore, neural networks (especially deep architectures) have been important from 2012 onwards, thanks to their versatility\n                      and excellent quality of results. <\/p>\n                  <\/div>\n                <\/div>\n              <\/div>\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>RESEARCH Deep Learning for industry Quality control of products in industry is often still done manually by experienced operators. This is often found to be inefficient, time consuming and error prone. Therefore, automated approaches have been introduced to assist the operator in this task. Generally, automated inspection systems consist of the following modules: image acquisition, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width-page.php","meta":[],"_links":{"self":[{"href":"https:\/\/laif.uniud.it\/index.php\/wp-json\/wp\/v2\/pages\/413"}],"collection":[{"href":"https:\/\/laif.uniud.it\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/laif.uniud.it\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/laif.uniud.it\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/laif.uniud.it\/index.php\/wp-json\/wp\/v2\/comments?post=413"}],"version-history":[{"count":6,"href":"https:\/\/laif.uniud.it\/index.php\/wp-json\/wp\/v2\/pages\/413\/revisions"}],"predecessor-version":[{"id":682,"href":"https:\/\/laif.uniud.it\/index.php\/wp-json\/wp\/v2\/pages\/413\/revisions\/682"}],"wp:attachment":[{"href":"https:\/\/laif.uniud.it\/index.php\/wp-json\/wp\/v2\/media?parent=413"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}