{"id":20475,"date":"2021-09-23T07:28:20","date_gmt":"2021-09-23T06:28:20","guid":{"rendered":"https:\/\/conclusionintelligence.de\/?p=20475"},"modified":"2025-02-28T11:36:30","modified_gmt":"2025-02-28T10:36:30","slug":"computer-vision-improving-your-ai","status":"publish","type":"post","link":"https:\/\/conclusionintelligence.de\/nl\/blog-nl\/computer-vision-improving-your-ai","title":{"rendered":"Computer Vision: Improving Your AI"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\"  style='background-color: #ffffff;background-position: center center;background-repeat: no-repeat;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;'><div class=\"fusion-builder-row fusion-row \"><div  class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_1 fusion-builder-column-0 fusion-one-full fusion-column-first fusion-column-last 1_1\"  style='margin-top:15px;margin-bottom:15px;'><div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\"><style type=\"text\/css\"><\/style><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-one\" style=\"font-size:40px;margin-top:15px;margin-bottom:15px;\"><h1 class=\"title-heading-left\" style=\"font-family:&quot;Montserrat&quot;;font-weight:500;margin:0;font-size:1em;color:#000000;\">Computer Vision: Improving Your AI<\/h1><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div  class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_1 fusion-builder-column-1 fusion-one-full fusion-column-first fusion-column-last 1_1\"  style='margin-top:15px;margin-bottom:15px;'><div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\"><div class=\"fusion-text\"><p>Welcome to the 4th and final step on how to start using <a href=\"https:\/\/conclusionintelligence.de\/services\/computer-vision\" rel=\"nofollow\" target=\"_blank\">Computer Vision<\/a>! Previously, we highlighted the benefits of deploying and running a Computer Vision model. We also explained the process of automating human inputs &amp; decisions with our\u00a0 \u201cObserving&gt;Influencing&gt;Acting\u201d cycle, which we presented in one half of a double feedback loop. In this blog, we will showcase the other half of the loop to help you understand and improve the performance of your Computer Vision model.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><style type=\"text\/css\">.fusion-fullwidth.fusion-builder-row-1 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link) , .fusion-fullwidth.fusion-builder-row-1 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):before, .fusion-fullwidth.fusion-builder-row-1 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):after {color: #000000;}.fusion-fullwidth.fusion-builder-row-1 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover, .fusion-fullwidth.fusion-builder-row-1 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover:before, .fusion-fullwidth.fusion-builder-row-1 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover:after {color: #000000;}.fusion-fullwidth.fusion-builder-row-1 .pagination a.inactive:hover, .fusion-fullwidth.fusion-builder-row-1 .fusion-filters .fusion-filter.fusion-active a {border-color: #000000;}.fusion-fullwidth.fusion-builder-row-1 .pagination .current {border-color: #000000; background-color: #000000;}.fusion-fullwidth.fusion-builder-row-1 .fusion-filters .fusion-filter.fusion-active a, .fusion-fullwidth.fusion-builder-row-1 .fusion-date-and-formats .fusion-format-box, .fusion-fullwidth.fusion-builder-row-1 .fusion-popover, .fusion-fullwidth.fusion-builder-row-1 .tooltip-shortcode {color: #000000;}#main .fusion-fullwidth.fusion-builder-row-1 .post .blog-shortcode-post-title a:hover {color: #000000;}<\/style><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\"  style='background-color: #ffffff;background-position: center center;background-repeat: no-repeat;padding-top:0px;padding-right:0px;padding-bottom:75px;padding-left:0px;'><div class=\"fusion-builder-row fusion-row \"><div  class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_1 fusion-builder-column-2 fusion-one-full fusion-column-first fusion-column-last 1_1\"  style='margin-top:15px;margin-bottom:0px;'><div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\"><style type=\"text\/css\"><\/style><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"font-size:24px;margin-top:15px;margin-bottom:15px;\"><h2 class=\"title-heading-left\" style=\"margin:0;font-size:1em;color:#e63232;\">Intelligent capabilities<\/h2><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div  class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_2 fusion-builder-column-3 fusion-one-half fusion-column-first 1_2\"  style='margin-top:0px;margin-bottom:15px;width:50%;width:calc(50% - ( ( 4% ) * 0.5 ) );margin-right: 4%;'><div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\"><span class=\"fusion-imageframe imageframe-none imageframe-1 hover-type-none fusion-no-large-visibility\"><img loading=\"lazy\" decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271170%27%20height%3D%27427%27%20viewBox%3D%270%200%201170%20427%27%3E%3Crect%20width%3D%271170%27%20height%3D%273427%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2019\/11\/1911-MediaanBanner-Chatbot1_1170px_ratio1_2.jpg\" width=\"1170\" height=\"427\" alt=\"\" title=\"1911-MediaanBanner-Chatbot1_1170px_ratio1_2\" class=\"lazyload img-responsive wp-image-9726\"\/><\/span><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-no-large-visibility fusion-full-width-sep sep-none\" style=\"margin-left: auto;margin-right: auto;margin-top:25px;\"><\/div><div class=\"fusion-text\"><p>Running algorithms continuously obtain new real-life data and scenarios. By developing them thoroughly using e.g. data augmentation techniques, you can create new data sets that are similar to the training sets. Of course. there will always be changes and new cases that the algorithms have never seen before. But that only highlights the strength of Artificial Intelligence-based Computer Vision solutions even more! Not only are they capable of handling these new, yet unseen, situations, but they can learn, improve, and adapt to changes.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div  class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_2 fusion-builder-column-4 fusion-one-half fusion-column-last 1_2\"  style='margin-top:0px;margin-bottom:15px;width:50%;width:calc(50% - ( ( 4% ) * 0.5 ) );'><div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\"><span class=\"fusion-imageframe imageframe-none imageframe-2 hover-type-none fusion-no-small-visibility fusion-no-medium-visibility\"><img loading=\"lazy\" decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271170%27%20height%3D%27427%27%20viewBox%3D%270%200%201170%20427%27%3E%3Crect%20width%3D%271170%27%20height%3D%273427%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2019\/11\/1911-MediaanBanner-Chatbot1_1170px_ratio1_2.jpg\" width=\"1170\" height=\"427\" alt=\"\" title=\"1911-MediaanBanner-Chatbot1_1170px_ratio1_2\" class=\"lazyload img-responsive wp-image-9726\"\/><\/span><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><style type=\"text\/css\">.fusion-fullwidth.fusion-builder-row-2 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link) , .fusion-fullwidth.fusion-builder-row-2 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):before, .fusion-fullwidth.fusion-builder-row-2 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):after {color: #000000;}.fusion-fullwidth.fusion-builder-row-2 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover, .fusion-fullwidth.fusion-builder-row-2 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover:before, .fusion-fullwidth.fusion-builder-row-2 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover:after {color: #000000;}.fusion-fullwidth.fusion-builder-row-2 .pagination a.inactive:hover, .fusion-fullwidth.fusion-builder-row-2 .fusion-filters .fusion-filter.fusion-active a {border-color: #000000;}.fusion-fullwidth.fusion-builder-row-2 .pagination .current {border-color: #000000; background-color: #000000;}.fusion-fullwidth.fusion-builder-row-2 .fusion-filters .fusion-filter.fusion-active a, .fusion-fullwidth.fusion-builder-row-2 .fusion-date-and-formats .fusion-format-box, .fusion-fullwidth.fusion-builder-row-2 .fusion-popover, .fusion-fullwidth.fusion-builder-row-2 .tooltip-shortcode {color: #000000;}#main .fusion-fullwidth.fusion-builder-row-2 .post .blog-shortcode-post-title a:hover {color: #000000;}<\/style><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\"  style='background-color: #ffffff;background-position: center center;background-repeat: no-repeat;padding-top:0px;padding-right:0px;padding-bottom:75px;padding-left:0px;'><div class=\"fusion-builder-row fusion-row \"><div  class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_1 fusion-builder-column-5 fusion-one-full fusion-column-first fusion-column-last 1_1\"  style='margin-top:15px;margin-bottom:0px;'><div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\"><style type=\"text\/css\"><\/style><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"font-size:24px;margin-top:15px;margin-bottom:15px;\"><h2 class=\"title-heading-left\" style=\"margin:0;font-size:1em;color:#e63232;\">Improve the performance<\/h2><\/div><div class=\"fusion-text\"><p><a href=\"https:\/\/conclusionintelligence.de\/nl\/mediaan-blog-nl\/computer-vision-start-using-your-ai\">In our last blog<\/a>, we explained the process of automating human inputs and decisions using our \u201cObserving&gt;Influencing&gt;Acting\u201d cycle, which is illustrated on the left part of the feedback loop. This left part is handling the visual inputs and observing objects &amp; patterns while sending outputs that influence the behaviors in the real world. To understand and improve the performance of the Computer Vision AI, we will now be looking at the right side of the loop.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div  class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_2 fusion-builder-column-6 fusion-one-half fusion-column-first 1_2\"  style='margin-top:15px;margin-bottom:15px;width:50%;width:calc(50% - ( ( 4% ) * 0.5 ) );margin-right: 4%;'><div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\"><span class=\"fusion-imageframe imageframe-none imageframe-3 hover-type-none fusion-no-small-visibility fusion-no-medium-visibility\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2021\/09\/Closing-the-loop-v3-1.png\" data-orig-src=\"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2021\/09\/Closing-the-loop-v3-1.png\" width=\"1920\" height=\"1080\" alt=\"\" title=\"Closing-the-loop-v3\" class=\"lazyload img-responsive wp-image-34936\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271920%27%20height%3D%271080%27%20viewBox%3D%270%200%201920%201080%27%3E%3Crect%20width%3D%271920%27%20height%3D%2731080%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2021\/09\/Closing-the-loop-v3-1-200x113.png 200w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2021\/09\/Closing-the-loop-v3-1-400x225.png 400w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2021\/09\/Closing-the-loop-v3-1-600x338.png 600w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2021\/09\/Closing-the-loop-v3-1-800x450.png 800w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2021\/09\/Closing-the-loop-v3-1-1200x675.png 1200w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2021\/09\/Closing-the-loop-v3-1.png 1920w\" data-sizes=\"auto\" data-orig-sizes=\"auto, (max-width: 800px) 100vw, 600px\" \/><\/span><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div  class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_2 fusion-builder-column-7 fusion-one-half fusion-column-last 1_2\"  style='margin-top:0px;margin-bottom:15px;width:50%;width:calc(50% - ( ( 4% ) * 0.5 ) );'><div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\"><span class=\"fusion-imageframe imageframe-none imageframe-4 hover-type-none fusion-no-small-visibility fusion-no-medium-visibility\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2021\/09\/Closing-the-loop-v3-1.png\" data-orig-src=\"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2021\/09\/Closing-the-loop-v3-1.png\" width=\"1920\" height=\"1080\" alt=\"\" title=\"Closing-the-loop-v3\" class=\"lazyload img-responsive wp-image-34936\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271920%27%20height%3D%271080%27%20viewBox%3D%270%200%201920%201080%27%3E%3Crect%20width%3D%271920%27%20height%3D%2731080%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2021\/09\/Closing-the-loop-v3-1-200x113.png 200w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2021\/09\/Closing-the-loop-v3-1-400x225.png 400w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2021\/09\/Closing-the-loop-v3-1-600x338.png 600w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2021\/09\/Closing-the-loop-v3-1-800x450.png 800w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2021\/09\/Closing-the-loop-v3-1-1200x675.png 1200w, https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2021\/09\/Closing-the-loop-v3-1.png 1920w\" data-sizes=\"auto\" data-orig-sizes=\"auto, (max-width: 800px) 100vw, 600px\" \/><\/span><div class=\"fusion-text\"><ul>\n<li><strong>Performance<\/strong>. After the first deployments of the Computer Vision models, humans are still likely to be in charge of monitoring the models&#8217; performance. This is done by analyzing dashboards and reports on the observations and influencing outputs.<\/li>\n<li><strong>Tweaking<\/strong>. A subject-matter expert evaluates whether the desired effects can be managed in the influencing outputs based on the AI-aided observations. After some time, and when the quality of the observations is verified and can be trusted, this human tweaking process can also be automated and improved.<\/li>\n<li><strong>Steering<\/strong>. A business expert forms conclusions and makes decisions based on the reports.<\/li>\n<\/ul>\n<\/div><div class=\"fusion-text fusion-no-large-visibility\"><p>When making business decisions, humans often run into limitations e.g. the lack of experience and forecasting capabilities. This is where an AI comes to the rescue to close the loop by learning and improving itself. It will likely detect new patterns that humans can&#8217;t immediately see. Continuous production-use data will be captured and used to re-train the Computer Vision model. This way, we can better tailor the AI solution to the latest and ever-increasing production scenarios for specific use cases. This re-training and re-deployment can be done in a controlled way periodically, with extensive re-testing and validations, but also in a continuous way depending on the use case.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><style type=\"text\/css\">.fusion-fullwidth.fusion-builder-row-3 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link) , .fusion-fullwidth.fusion-builder-row-3 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):before, .fusion-fullwidth.fusion-builder-row-3 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):after {color: #e63232;}.fusion-fullwidth.fusion-builder-row-3 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover, .fusion-fullwidth.fusion-builder-row-3 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover:before, .fusion-fullwidth.fusion-builder-row-3 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover:after {color: #e63232;}.fusion-fullwidth.fusion-builder-row-3 .pagination a.inactive:hover, .fusion-fullwidth.fusion-builder-row-3 .fusion-filters .fusion-filter.fusion-active a {border-color: #e63232;}.fusion-fullwidth.fusion-builder-row-3 .pagination .current {border-color: #e63232; background-color: #e63232;}.fusion-fullwidth.fusion-builder-row-3 .fusion-filters .fusion-filter.fusion-active a, .fusion-fullwidth.fusion-builder-row-3 .fusion-date-and-formats .fusion-format-box, .fusion-fullwidth.fusion-builder-row-3 .fusion-popover, .fusion-fullwidth.fusion-builder-row-3 .tooltip-shortcode {color: #e63232;}#main .fusion-fullwidth.fusion-builder-row-3 .post .blog-shortcode-post-title a:hover {color: #e63232;}<\/style><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\"  style='background-color: #ffffff;background-position: center center;background-repeat: no-repeat;padding-top:0px;padding-right:0px;padding-bottom:75px;padding-left:0px;'><div class=\"fusion-builder-row fusion-row \"><div  class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_1 fusion-builder-column-8 fusion-one-full fusion-column-first fusion-column-last 1_1\"  style='margin-top:15px;margin-bottom:0px;'><div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\"><style type=\"text\/css\"><\/style><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"font-size:24px;margin-top:15px;margin-bottom:15px;\"><h2 class=\"title-heading-left\" style=\"margin:0;font-size:1em;color:#e63232;\">Closing the loop<\/h2><\/div><div class=\"fusion-text\"><p>When making business decisions, humans often run into limitations e.g. the lack of experience and forecasting capabilities. This is where AI comes to the rescue, to close the double feedback loop by learning and improving itself. It will likely detect new patterns that humans can&#8217;t immediately see. Continuous production-use data will be captured and used to re-train the Computer Vision model. This way, we can better tailor the AI solution to the latest and ever-increasing production scenarios for specific use cases. This re-training and re-deployment can be done in a controlled way periodically, with extensive re-testing and validations, but also in a continuous way depending on the use case.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><style type=\"text\/css\">.fusion-fullwidth.fusion-builder-row-4 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link) , .fusion-fullwidth.fusion-builder-row-4 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):before, .fusion-fullwidth.fusion-builder-row-4 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):after {color: #000000;}.fusion-fullwidth.fusion-builder-row-4 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover, .fusion-fullwidth.fusion-builder-row-4 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover:before, .fusion-fullwidth.fusion-builder-row-4 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover:after {color: #000000;}.fusion-fullwidth.fusion-builder-row-4 .pagination a.inactive:hover, .fusion-fullwidth.fusion-builder-row-4 .fusion-filters .fusion-filter.fusion-active a {border-color: #000000;}.fusion-fullwidth.fusion-builder-row-4 .pagination .current {border-color: #000000; background-color: #000000;}.fusion-fullwidth.fusion-builder-row-4 .fusion-filters .fusion-filter.fusion-active a, .fusion-fullwidth.fusion-builder-row-4 .fusion-date-and-formats .fusion-format-box, .fusion-fullwidth.fusion-builder-row-4 .fusion-popover, .fusion-fullwidth.fusion-builder-row-4 .tooltip-shortcode {color: #000000;}#main .fusion-fullwidth.fusion-builder-row-4 .post .blog-shortcode-post-title a:hover {color: #000000;}<\/style><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-5 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\"  style='background-color: #ffffff;background-position: center center;background-repeat: no-repeat;padding-top:0px;padding-right:0px;padding-bottom:75px;padding-left:0px;'><div class=\"fusion-builder-row fusion-row \"><div  class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_1 fusion-builder-column-9 fusion-one-full fusion-column-first fusion-column-last 1_1\"  style='margin-top:15px;margin-bottom:15px;'><div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\"><style type=\"text\/css\"><\/style><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"font-size:24px;margin-top:15px;margin-bottom:15px;\"><h2 class=\"title-heading-left\" style=\"margin:0;font-size:1em;color:#e63232;\">Conclusions<\/h2><\/div><div class=\"fusion-text\"><p>By having AI that continuously learns and improves, the human actions of &#8220;tweaking &amp; steering&#8221; can finally be automated. The more data sets based on real-life scenarios you use, the more your AI solution will fine-tune itself automatically. Do you see Computer Vision opportunities in your organization? Our AI Computer Vision platform helps you accelerate the implementation of this continuous \u201cBuild &gt; Run &gt; Improve\u201d cycle for your use cases. It is a proven and standardized platform with a lot of benefits to getting started quickly. So, why not give it a try and get in touch with our experts at Conclusion Intelligence?<\/p>\n<p>Read the complete blog series on how to start using Computer Vision here:<\/p>\n<\/div><ul class=\"fusion-checklist fusion-checklist-1\" style=\"font-size:18px;line-height:30.6px;\"><li class=\"fusion-li-item\"><span style=\"height:30.6px;width:30.6px;margin-right:12.6px;\" class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa fa-check\" style=\"color:#e63232;\"><\/i><\/span><div class=\"fusion-li-item-content\" style=\"margin-left:43.2px;\"><a href=\"https:\/\/conclusionintelligence.de\/nl\/mediaan-blog-nl\/four-steps-computer-vision\">4 Easy &amp; Simple Steps To Start Using Computer Vision<\/a><\/div><\/li><li class=\"fusion-li-item\"><span style=\"height:30.6px;width:30.6px;margin-right:12.6px;\" class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa fa-check\" style=\"color:#e63232;\"><\/i><\/span><div class=\"fusion-li-item-content\" style=\"margin-left:43.2px;\"><a href=\"https:\/\/conclusionintelligence.de\/nl\/mediaan-blog-nl\/computer-vision-labelling\">How Computer Vision Can Learn Everything That We See<\/a><\/div><\/li><li class=\"fusion-li-item\"><span style=\"height:30.6px;width:30.6px;margin-right:12.6px;\" class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa fa-check\" style=\"color:#e63232;\"><\/i><\/span><div class=\"fusion-li-item-content\" style=\"margin-left:43.2px;\"><a href=\"https:\/\/conclusionintelligence.de\/nl\/mediaan-blog-nl\/computer-vision-data-augmentation\">Computer Vision: What To Do If There Is Little Data?<\/a><\/div><\/li><li class=\"fusion-li-item\"><span style=\"height:30.6px;width:30.6px;margin-right:12.6px;\" class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa fa-check\" style=\"color:#e63232;\"><\/i><\/span><div class=\"fusion-li-item-content\" style=\"margin-left:43.2px;\"><a href=\"https:\/\/conclusionintelligence.de\/nl\/mediaan-blog-nl\/computer-vision-training-your-model\">Computer Vision: Training Your Model<\/a><\/div><\/li><li class=\"fusion-li-item\"><span style=\"height:30.6px;width:30.6px;margin-right:12.6px;\" class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa fa-check\" style=\"color:#e63232;\"><\/i><\/span><div class=\"fusion-li-item-content\" style=\"margin-left:43.2px;\"><a href=\"https:\/\/conclusionintelligence.de\/nl\/mediaan-blog-nl\/computer-vision-start-using-your-ai\">Computer Vision: Start Using Your AI<\/a><\/div><\/li><\/ul><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep sep-none\" style=\"margin-left: auto;margin-right: auto;margin-top:25px;\"><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div  class=\"fusion-layout-column fusion_builder_column fusion_builder_column_1_1 fusion-builder-column-10 fusion-one-full fusion-column-first fusion-column-last 1_1\"  style='margin-top:15px;margin-bottom:15px;'><div class=\"fusion-column-wrapper\" style=\"padding: 0px 0px 0px 0px;background-position:left top;background-repeat:no-repeat;-webkit-background-size:cover;-moz-background-size:cover;-o-background-size:cover;background-size:cover;\"   data-bg-url=\"\"><div class=\"fusion-button-wrapper\"><style type=\"text\/css\">.fusion-button.button-1 .fusion-button-text, .fusion-button.button-1 i {color:#ffffff;}.fusion-button.button-1 .fusion-button-icon-divider{border-color:#ffffff;}.fusion-button.button-1:hover .fusion-button-text, .fusion-button.button-1:hover i,.fusion-button.button-1:focus .fusion-button-text, .fusion-button.button-1:focus i,.fusion-button.button-1:active .fusion-button-text, .fusion-button.button-1:active{color:#070707;}.fusion-button.button-1:hover .fusion-button-icon-divider, .fusion-button.button-1:hover .fusion-button-icon-divider, .fusion-button.button-1:active .fusion-button-icon-divider{border-color:#070707;}.fusion-button.button-1:hover, .fusion-button.button-1:focus, .fusion-button.button-1:active{border-color:#000000;}.fusion-button.button-1 {border-color:#000000;border-radius:0px;}.fusion-button.button-1{background: #000000;}.fusion-button.button-1:hover,.button-1:focus,.fusion-button.button-1:active{background: rgba(255,255,255,0);}<\/style><a class=\"fusion-button button-flat fusion-button-default-size button-custom button-1 fusion-button-default-span fusion-button-default-type\" target=\"_self\" href=\"#\" data-toggle=\"modal\" data-target=\".fusion-modal.contact-request-blog\"><span class=\"fusion-button-text\">Get in touch with us<\/span><i class=\"fa-arrow-right fas button-icon-right\"><\/i><\/a><\/div><div class=\"fusion-modal modal fade modal-1 contact-request-blog\" tabindex=\"-1\" role=\"dialog\" aria-labelledby=\"modal-heading-1\" aria-hidden=\"true\"><style type=\"text\/css\">.modal-1 .modal-header, .modal-1 .modal-footer{border-color:rgba(0,0,0,0);}<\/style><div class=\"modal-dialog modal-lg\"><div class=\"modal-content fusion-modal-content\" style=\"background-color:#ffffff\"><div class=\"modal-header\"><button class=\"close\" type=\"button\" data-dismiss=\"modal\" aria-hidden=\"true\">&times;<\/button><h3 class=\"modal-title\" id=\"modal-heading-1\" data-dismiss=\"modal\" aria-hidden=\"true\">Contact request<\/h3><\/div><div class=\"modal-body fusion-clearfix\">\n\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f31550-o1\" lang=\"nl-NL\" dir=\"ltr\" data-wpcf7-id=\"31550\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/nl\/wp-json\/wp\/v2\/posts\/20475#wpcf7-f31550-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contactformulier\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"31550\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.5\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"nl_NL\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f31550-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/><input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/fieldset>\n<p><label> Name<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"your-name\" \/><\/span> <\/label>\n<\/p>\n<p><label> E-mail<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span> <\/label>\n<\/p>\n<p><label> Organization (optional)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"organization\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"organization\" \/><\/span> <\/label>\n<\/p>\n<p><label> Phone (optional)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"phone\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-tel wpcf7-text wpcf7-validates-as-tel\" aria-invalid=\"false\" value=\"\" type=\"tel\" name=\"phone\" \/><\/span> <\/label>\n<\/p>\n<p><label> Sector (optional)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"sector\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"sector\" \/><\/span> <\/label>\n<\/p>\n<p><label>Message (optional)<br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-message\"><textarea cols=\"40\" rows=\"10\" maxlength=\"2000\" class=\"wpcf7-form-control wpcf7-textarea\" aria-invalid=\"false\" name=\"your-message\"><\/textarea><\/span> <\/label>\n<\/p>\n\n<div style=\"height: 20px;\">\n<\/div>\n<p><input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Submit\" \/>\n<\/p>\n<p>For more information about how we protect your privacy, please see our <a href=\"https:\/\/conclusionintelligence.de\/privacy-notice\" rel=\"nofollow\" target=\"_blank\">privacy notice<\/a>.\n<\/p>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utm_source\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utm_medium\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utm_campaign\" \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"utm_content\" \/><p style=\"display: none !important;\" class=\"akismet-fields-container\" data-prefix=\"_wpcf7_ak_\"><label>&#916;<textarea name=\"_wpcf7_ak_hp_textarea\" cols=\"45\" rows=\"8\" maxlength=\"100\"><\/textarea><\/label><input type=\"hidden\" id=\"ak_js_1\" name=\"_wpcf7_ak_js\" value=\"44\"\/><script>document.getElementById( \"ak_js_1\" ).setAttribute( \"value\", ( new Date() ).getTime() );<\/script><\/p><div class=\"wpcf7-form-control-wrap maspik-field\">\n                <label for=\"full-name-maspik-hp\" class=\"wpcf7-form-control-label\">Leave this field empty<\/label>\n                <input size=\"1\" type=\"text\" autocomplete=\"off\" aria-hidden=\"true\" tabindex=\"-1\" aria-label=\"Leave this field empty\" name=\"full-name-maspik-hp\" id=\"full-name-maspik-hp\" class=\"wpcf7-form-control wpcf7-text\" placeholder=\"Leave this field empty\">\n            <\/div><input type='hidden' class='wpcf7-pum' value='{\"closepopup\":false,\"closedelay\":0,\"openpopup\":false,\"openpopup_id\":0}' \/><div class=\"fusion-alert alert custom alert-custom fusion-alert-center wpcf7-response-output fusion-alert-capitalize alert-dismissable\" style=\"border-width:1px;\"><button type=\"button\" class=\"close toggle-alert\" data-dismiss=\"alert\" aria-hidden=\"true\">&times;<\/button><div class=\"fusion-alert-content-wrapper\"><span class=\"fusion-alert-content\"><\/span><\/div><\/div>\n<\/form>\n<\/div>\n\n<\/div><\/div><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><style type=\"text\/css\">.fusion-fullwidth.fusion-builder-row-5 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link) , .fusion-fullwidth.fusion-builder-row-5 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):before, .fusion-fullwidth.fusion-builder-row-5 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):after {color: #e63232;}.fusion-fullwidth.fusion-builder-row-5 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover, .fusion-fullwidth.fusion-builder-row-5 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover:before, .fusion-fullwidth.fusion-builder-row-5 a:not(.fusion-button):not(.fusion-builder-module-control):not(.fusion-social-network-icon):not(.fb-icon-element):not(.fusion-countdown-link):not(.fusion-rollover-link):not(.fusion-rollover-gallery):not(.fusion-button-bar):not(.add_to_cart_button):not(.show_details_button):not(.product_type_external):not(.fusion-quick-view):not(.fusion-rollover-title-link):not(.fusion-breadcrumb-link):hover:after {color: #e63232;}.fusion-fullwidth.fusion-builder-row-5 .pagination a.inactive:hover, .fusion-fullwidth.fusion-builder-row-5 .fusion-filters .fusion-filter.fusion-active a {border-color: #e63232;}.fusion-fullwidth.fusion-builder-row-5 .pagination .current {border-color: #e63232; background-color: #e63232;}.fusion-fullwidth.fusion-builder-row-5 .fusion-filters .fusion-filter.fusion-active a, .fusion-fullwidth.fusion-builder-row-5 .fusion-date-and-formats .fusion-format-box, .fusion-fullwidth.fusion-builder-row-5 .fusion-popover, .fusion-fullwidth.fusion-builder-row-5 .tooltip-shortcode {color: #e63232;}#main .fusion-fullwidth.fusion-builder-row-5 .post .blog-shortcode-post-title a:hover {color: #e63232;}<\/style><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":34941,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[29],"tags":[58],"class_list":["post-20475","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-nl","tag-computer-vision-nl"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Computer Vision: Improving Your AI - Conclusion Intelligence<\/title>\n<meta name=\"description\" content=\"The more dataset based on real-life scenarios you use, the more that your AI solution will fine-tune itself automatically.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/conclusionintelligence.de\/nl\/blog-nl\/computer-vision-improving-your-ai\" \/>\n<meta property=\"og:locale\" content=\"nl_NL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Computer Vision: Improving Your AI\" \/>\n<meta property=\"og:description\" content=\"When making business decisions, humans often run into limitations e.g. the lack of experience and forecasting capabilities.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/conclusionintelligence.de\/nl\/blog-nl\/computer-vision-improving-your-ai\" \/>\n<meta property=\"og:site_name\" content=\"Conclusion Intelligence\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/MediaanABS\/\" \/>\n<meta property=\"article:published_time\" content=\"2021-09-23T06:28:20+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-02-28T10:36:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2021\/09\/Man-reading-computer-vision-tablet-3-social.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"675\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Agita\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@mediaan\" \/>\n<meta name=\"twitter:site\" content=\"@mediaan\" \/>\n<meta name=\"twitter:label1\" content=\"Geschreven door\" \/>\n\t<meta name=\"twitter:data1\" content=\"Agita\" \/>\n\t<meta name=\"twitter:label2\" content=\"Geschatte leestijd\" \/>\n\t<meta name=\"twitter:data2\" content=\"10 minuten\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Computer Vision: Improving Your AI - Conclusion Intelligence","description":"The more dataset based on real-life scenarios you use, the more that your AI solution will fine-tune itself automatically.","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:\/\/conclusionintelligence.de\/nl\/blog-nl\/computer-vision-improving-your-ai","og_locale":"nl_NL","og_type":"article","og_title":"Computer Vision: Improving Your AI","og_description":"When making business decisions, humans often run into limitations e.g. the lack of experience and forecasting capabilities.","og_url":"https:\/\/conclusionintelligence.de\/nl\/blog-nl\/computer-vision-improving-your-ai","og_site_name":"Conclusion Intelligence","article_publisher":"https:\/\/www.facebook.com\/MediaanABS\/","article_published_time":"2021-09-23T06:28:20+00:00","article_modified_time":"2025-02-28T10:36:30+00:00","og_image":[{"width":1200,"height":675,"url":"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2021\/09\/Man-reading-computer-vision-tablet-3-social.jpg","type":"image\/jpeg"}],"author":"Agita","twitter_card":"summary_large_image","twitter_creator":"@mediaan","twitter_site":"@mediaan","twitter_misc":{"Geschreven door":"Agita","Geschatte leestijd":"10 minuten"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/conclusionintelligence.de\/nl\/blog-nl\/computer-vision-improving-your-ai#article","isPartOf":{"@id":"https:\/\/conclusionintelligence.de\/nl\/blog-nl\/computer-vision-improving-your-ai"},"author":{"name":"Agita","@id":"https:\/\/conclusionintelligence.de\/nl#\/schema\/person\/19c600ff67c36cd368fb065fdf328c33"},"headline":"Computer Vision: Improving Your AI","datePublished":"2021-09-23T06:28:20+00:00","dateModified":"2025-02-28T10:36:30+00:00","mainEntityOfPage":{"@id":"https:\/\/conclusionintelligence.de\/nl\/blog-nl\/computer-vision-improving-your-ai"},"wordCount":4634,"publisher":{"@id":"https:\/\/conclusionintelligence.de\/nl#organization"},"image":{"@id":"https:\/\/conclusionintelligence.de\/nl\/blog-nl\/computer-vision-improving-your-ai#primaryimage"},"thumbnailUrl":"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2021\/09\/Computer-vision-dashboard-1.jpg","keywords":["Computer vision"],"articleSection":["Blog"],"inLanguage":"nl-NL"},{"@type":"WebPage","@id":"https:\/\/conclusionintelligence.de\/nl\/blog-nl\/computer-vision-improving-your-ai","url":"https:\/\/conclusionintelligence.de\/nl\/blog-nl\/computer-vision-improving-your-ai","name":"Computer Vision: Improving Your AI - Conclusion Intelligence","isPartOf":{"@id":"https:\/\/conclusionintelligence.de\/nl#website"},"primaryImageOfPage":{"@id":"https:\/\/conclusionintelligence.de\/nl\/blog-nl\/computer-vision-improving-your-ai#primaryimage"},"image":{"@id":"https:\/\/conclusionintelligence.de\/nl\/blog-nl\/computer-vision-improving-your-ai#primaryimage"},"thumbnailUrl":"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2021\/09\/Computer-vision-dashboard-1.jpg","datePublished":"2021-09-23T06:28:20+00:00","dateModified":"2025-02-28T10:36:30+00:00","description":"The more dataset based on real-life scenarios you use, the more that your AI solution will fine-tune itself automatically.","breadcrumb":{"@id":"https:\/\/conclusionintelligence.de\/nl\/blog-nl\/computer-vision-improving-your-ai#breadcrumb"},"inLanguage":"nl-NL","potentialAction":[{"@type":"ReadAction","target":["https:\/\/conclusionintelligence.de\/nl\/blog-nl\/computer-vision-improving-your-ai"]}]},{"@type":"ImageObject","inLanguage":"nl-NL","@id":"https:\/\/conclusionintelligence.de\/nl\/blog-nl\/computer-vision-improving-your-ai#primaryimage","url":"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2021\/09\/Computer-vision-dashboard-1.jpg","contentUrl":"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2021\/09\/Computer-vision-dashboard-1.jpg","width":1200,"height":675},{"@type":"BreadcrumbList","@id":"https:\/\/conclusionintelligence.de\/nl\/blog-nl\/computer-vision-improving-your-ai#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/conclusionintelligence.de\/nl"},{"@type":"ListItem","position":2,"name":"Computer Vision: Improving Your AI"}]},{"@type":"WebSite","@id":"https:\/\/conclusionintelligence.de\/nl#website","url":"https:\/\/conclusionintelligence.de\/nl","name":"Conclusion Intelligence","description":"","publisher":{"@id":"https:\/\/conclusionintelligence.de\/nl#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/conclusionintelligence.de\/nl?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"nl-NL"},{"@type":"Organization","@id":"https:\/\/conclusionintelligence.de\/nl#organization","name":"Mediaan","url":"https:\/\/conclusionintelligence.de\/nl","logo":{"@type":"ImageObject","inLanguage":"nl-NL","@id":"https:\/\/conclusionintelligence.de\/nl#\/schema\/logo\/image\/","url":"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2019\/11\/Mediaan_M_GROOT_logo_oranje_rgb.png","contentUrl":"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2019\/11\/Mediaan_M_GROOT_logo_oranje_rgb.png","width":1181,"height":930,"caption":"Mediaan"},"image":{"@id":"https:\/\/conclusionintelligence.de\/nl#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/MediaanABS\/","https:\/\/x.com\/mediaan","https:\/\/www.instagram.com\/mediaan.vibes\/","https:\/\/www.linkedin.com\/company\/mediaan\/?originalSubdomain=nl","https:\/\/www.youtube.com\/channel\/UCbX3NvsTGNCc-XqJgH-4i6g"]},{"@type":"Person","@id":"https:\/\/conclusionintelligence.de\/nl#\/schema\/person\/19c600ff67c36cd368fb065fdf328c33","name":"Agita","image":{"@type":"ImageObject","inLanguage":"nl-NL","@id":"https:\/\/secure.gravatar.com\/avatar\/dde1eb397133be70a78ed355d1047a9345a70f9e19420087b61fef0c0ed4bae8?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/dde1eb397133be70a78ed355d1047a9345a70f9e19420087b61fef0c0ed4bae8?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/dde1eb397133be70a78ed355d1047a9345a70f9e19420087b61fef0c0ed4bae8?s=96&d=mm&r=g","caption":"Agita"}}]}},"jetpack_featured_media_url":"https:\/\/conclusionintelligence.de\/wp-content\/uploads\/2021\/09\/Computer-vision-dashboard-1.jpg","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/conclusionintelligence.de\/nl\/wp-json\/wp\/v2\/posts\/20475","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/conclusionintelligence.de\/nl\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/conclusionintelligence.de\/nl\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/conclusionintelligence.de\/nl\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/conclusionintelligence.de\/nl\/wp-json\/wp\/v2\/comments?post=20475"}],"version-history":[{"count":0,"href":"https:\/\/conclusionintelligence.de\/nl\/wp-json\/wp\/v2\/posts\/20475\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/conclusionintelligence.de\/nl\/wp-json\/wp\/v2\/media\/34941"}],"wp:attachment":[{"href":"https:\/\/conclusionintelligence.de\/nl\/wp-json\/wp\/v2\/media?parent=20475"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/conclusionintelligence.de\/nl\/wp-json\/wp\/v2\/categories?post=20475"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/conclusionintelligence.de\/nl\/wp-json\/wp\/v2\/tags?post=20475"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}