{"id":2825,"date":"2026-06-09T08:36:38","date_gmt":"2026-06-09T06:36:38","guid":{"rendered":"https:\/\/psycle.fr\/?p=2825"},"modified":"2026-06-26T10:17:12","modified_gmt":"2026-06-26T08:17:12","slug":"machine-vision-should-never-be-a-black-box","status":"publish","type":"post","link":"https:\/\/psycle.fr\/en\/technologies-en\/machine-vision-should-never-be-a-black-box\/","title":{"rendered":"Machine vision should never be a black box."},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">That\u2019s the whole point of the Psycle SDK: a comprehensive, flexible, deep learning-oriented Python framework designed to put you in full control of your control stations.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In this carousel, we\u2019ll show you what it\u2019s capable of:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">An ergonomic, customizable UI\u2014you define the buttons and messages seen by operators.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A customizable control flow\u2014hook into predefined points to tailor your development precisely to your needs.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Maximum compatibility\u2014custom hardware, proprietary AI models, internal protocols\u2026 everything integrates seamlessly.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ultimately, it\u2019s a matter of software sovereignty: your algorithms, your data, and your processing remain under your control.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Want to develop your computer vision applications in Python? Let\u2019s talk<br><a href=\"http:\/\/psycle.fr\/en\/\" target=\"_blank\" data-type=\"link\" data-id=\"http:\/\/psycle.fr\/en\/\" rel=\"noreferrer noopener\">psycle.fr<\/a> \u2022 <a href=\"mailto:contact@psycle.io\" target=\"_blank\" rel=\"noreferrer noopener\">contact@psycle.io<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>That\u2019s the whole point of the Psycle SDK: a comprehensive, flexible, deep learning-oriented Python framework designed to put you in full control of your control stations. In this carousel, we\u2019ll show you what it\u2019s capable of: An ergonomic, customizable UI\u2014you define the buttons and messages seen by operators. A customizable control flow\u2014hook into predefined points [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":2834,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[39],"tags":[],"class_list":["post-2825","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technologies-en"],"_links":{"self":[{"href":"https:\/\/psycle.fr\/en\/wp-json\/wp\/v2\/posts\/2825","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=2825"}],"version-history":[{"count":2,"href":"https:\/\/psycle.fr\/en\/wp-json\/wp\/v2\/posts\/2825\/revisions"}],"predecessor-version":[{"id":2831,"href":"https:\/\/psycle.fr\/en\/wp-json\/wp\/v2\/posts\/2825\/revisions\/2831"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/psycle.fr\/en\/wp-json\/wp\/v2\/media\/2834"}],"wp:attachment":[{"href":"https:\/\/psycle.fr\/en\/wp-json\/wp\/v2\/media?parent=2825"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/psycle.fr\/en\/wp-json\/wp\/v2\/categories?post=2825"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/psycle.fr\/en\/wp-json\/wp\/v2\/tags?post=2825"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}