{"id":2372,"date":"2026-02-19T10:23:14","date_gmt":"2026-02-19T09:23:14","guid":{"rendered":"https:\/\/psycle.fr\/technologies-en\/le-carrousel-des-carrousels\/"},"modified":"2026-04-10T11:56:33","modified_gmt":"2026-04-10T09:56:33","slug":"le-carrousel-des-carrousels","status":"publish","type":"post","link":"https:\/\/psycle.fr\/en\/news-en\/le-carrousel-des-carrousels\/","title":{"rendered":"The carousel of carousels: Mastering industrial vision through images"},"content":{"rendered":"\n<p>Yes, it is indeed a carousel\u2026 that talks about carousels. In 2025, Psycle chose an educational format to showcase its expertise. The idea was to use everyday objects to explain complex industrial vision methods.<br><br>A can, a sealed tray, nuggets, a stand-up pouch, or even the Psycle Production Assistant. Behind each object lies a very real industrial challenge. 3D unpacking, product compliance, identification, consumer safety, flawless visual appearance\u2026<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">From algorithm to workshop: expertise at the heart of carousels<\/h2>\n\n\n\n<p>These carousels were designed as windows into our workshops and algorithms. They show what we do, how we do it, and above all why it matters on a production line, regardless of the industry.<\/p>\n\n\n\n<p>This commitment to transparency echoes our more technical content, such as our recent article on the\u00a0<a href=\"https:\/\/psycle.fr\/en\/technologies-en\/when-the-confusion-matrix-reveals-the-true-performance-of-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">confusion matrix<\/a>. The same standards and rigor apply: making cutting-edge expertise accessible without oversimplifying it.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"840\" height=\"1260\" src=\"https:\/\/psycle.fr\/wp-content\/uploads\/2026\/02\/matrice-de-confusion-840x1260.webp\" alt=\"Gaetan - Matrice de confusion\" class=\"wp-image-2159\" srcset=\"https:\/\/psycle.fr\/wp-content\/uploads\/2026\/02\/matrice-de-confusion-840x1260.webp 840w, https:\/\/psycle.fr\/wp-content\/uploads\/2026\/02\/matrice-de-confusion-533x800.webp 533w, https:\/\/psycle.fr\/wp-content\/uploads\/2026\/02\/matrice-de-confusion-768x1152.webp 768w, https:\/\/psycle.fr\/wp-content\/uploads\/2026\/02\/matrice-de-confusion-1024x1536.webp 1024w, https:\/\/psycle.fr\/wp-content\/uploads\/2026\/02\/matrice-de-confusion-1365x2048.webp 1365w, https:\/\/psycle.fr\/wp-content\/uploads\/2026\/02\/matrice-de-confusion-300x450.webp 300w, https:\/\/psycle.fr\/wp-content\/uploads\/2026\/02\/matrice-de-confusion-400x600.webp 400w, https:\/\/psycle.fr\/wp-content\/uploads\/2026\/02\/matrice-de-confusion-scaled.webp 1707w\" sizes=\"auto, (max-width: 840px) 100vw, 840px\" \/><\/figure>\n\n\n\n<p>A brief summary to remind us that behind each image lie data, decisions, and, as always, a desire for industrial performance. <br><br>The carousels can be found on our LinkedIn page (scroll down a little) and on our website.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.linkedin.com\/posts\/psycleresearch_r%C3%A9trospective-des-carrousels-2025-activity-7430291331937312768-wO1e?utm_source=share&amp;utm_medium=member_desktop&amp;rcm=ACoAAEjY-e4BCrc82Rpba1KpIO1ZzyXPkFb3YxE\" target=\"_blank\" rel=\"noreferrer noopener\">Voir le carrousel<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Yes, it is indeed a carousel\u2026 that talks about carousels. In 2025, Psycle chose an educational format to showcase its expertise. The idea was to use everyday objects to explain complex industrial vision methods. A can, a sealed tray, nuggets, a stand-up pouch, or even the Psycle Production Assistant. Behind each object lies a very [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":2139,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[41],"tags":[],"class_list":["post-2372","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-en"],"_links":{"self":[{"href":"https:\/\/psycle.fr\/en\/wp-json\/wp\/v2\/posts\/2372","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/psycle.fr\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/psycle.fr\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/psycle.fr\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/psycle.fr\/en\/wp-json\/wp\/v2\/comments?post=2372"}],"version-history":[{"count":1,"href":"https:\/\/psycle.fr\/en\/wp-json\/wp\/v2\/posts\/2372\/revisions"}],"predecessor-version":[{"id":2373,"href":"https:\/\/psycle.fr\/en\/wp-json\/wp\/v2\/posts\/2372\/revisions\/2373"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/psycle.fr\/en\/wp-json\/wp\/v2\/media\/2139"}],"wp:attachment":[{"href":"https:\/\/psycle.fr\/en\/wp-json\/wp\/v2\/media?parent=2372"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/psycle.fr\/en\/wp-json\/wp\/v2\/categories?post=2372"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/psycle.fr\/en\/wp-json\/wp\/v2\/tags?post=2372"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}