{"id":4532,"date":"2025-05-13T18:05:41","date_gmt":"2025-05-13T16:05:41","guid":{"rendered":"https:\/\/datalchemy.net\/nos-prestations\/automatic-detection-of-industrial-components-on-offline-mobiles\/"},"modified":"2026-03-18T16:03:32","modified_gmt":"2026-03-18T15:03:32","slug":"automatic-detection-of-industrial-components-on-offline-mobiles","status":"publish","type":"projet","link":"https:\/\/datalchemy.net\/en\/our-services\/automatic-detection-of-industrial-components-on-offline-mobiles\/","title":{"rendered":"Automatic detection of industrial components on offline mobiles"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>Context<\/strong><\/h2>\n\n<p><strong>World leader in inspection<\/strong>: a confidential customer carries out thousands of inspections of industrial components every year, essential for guaranteeing plant compliance and safety.<\/p>\n\n<p><strong>Time-consuming process<\/strong>: each visit takes several hours of an inspector&#8217;s time, between manual identification of equipment and inputting reports.<\/p>\n\n<h2 class=\"wp-block-heading\"><strong>Need<\/strong><\/h2>\n\n<ul class=\"wp-block-list\">\n<li><strong>Improve speed<\/strong>: reduce the time spent on each inspection to free up expert time.<\/li>\n\n\n\n<li><strong>Improve reliability<\/strong>: reduce input and identification errors by automating component recognition.<\/li>\n\n\n\n<li><strong>Add value to data<\/strong>: transform snapshots and reports into a structured database to feed other cross-functional services (predictive analysis, quality monitoring, maintenance).<\/li>\n\n\n\n<li><strong>Working offline: <\/strong>the solution needs to be turned directly on to mobiles, as some inspection sites are in white zones with no network access.  <\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\"><strong>Completed work<\/strong><\/h2>\n\n<p>Development of an application for taking photographs of the elements to be inspected, automatic detection of devices and possible correction of results by inspectors.  <\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>Expert partnership<\/strong>: Datalchemy and Micropole combine their AI and mobile application expertise to meet customer needs<\/li>\n\n\n\n<li><strong>Offline mobile application<\/strong>:\n<ul class=\"wp-block-list\">\n<li>Direct installation on the inspector&#8217;s smartphone, with no network connection required.<\/li>\n\n\n\n<li>Intuitive interface: photo capture, annotation and validation in just a few clicks.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Automated inspection<\/strong>:\n<ul class=\"wp-block-list\">\n<li>Automatic recognition of the elements to be detected<\/li>\n\n\n\n<li>Instant label assignment and pre-filled report generation.<\/li>\n\n\n\n<li>Embedded AI on cell phones.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\"><strong>Results<\/strong><\/h2>\n\n<ul class=\"wp-block-list\">\n<li><strong>Detection performance<\/strong>: over <strong>80%<\/strong> of components automatically identified.<\/li>\n\n\n\n<li><strong>Time savings<\/strong>: significant reduction in average inspection time.<\/li>\n\n\n\n<li><strong>Sustainable capitalization<\/strong>: structured data collection ready to feed new analysis, predictive maintenance and quality management services.<\/li>\n<\/ul>\n\n<p>This innovative solution is a concrete illustration of the contribution of AI at the heart of the inspection business: faster, more reliable and generating value for the entire organization.<\/p>\n","protected":false},"featured_media":3774,"template":"","meta":{"_acf_changed":false,"inline_featured_image":false},"tags":[203,205,208,180,207,209,202,204,201,183,200,199,197,206],"class_list":["post-4532","projet","type-projet","status-publish","has-post-thumbnail","hentry","tag-android-en","tag-argo-workflow-en","tag-azure-en","tag-directed-acyclic-graph-dag-en","tag-docker-en","tag-embedded-ai-en","tag-java-en","tag-kubernetes-en","tag-ocr-en","tag-python-en","tag-pytorch-en","tag-scikit-learn-en","tag-synthetic-data-generation-en","tag-yolox-en"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.8 - 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