{"id":19161,"date":"2023-03-02T15:15:33","date_gmt":"2023-03-02T14:15:33","guid":{"rendered":"https:\/\/www.m-q.ch\/?p=17631"},"modified":"2024-11-18T11:09:11","modified_gmt":"2024-11-18T10:09:11","slug":"computer-vision-in-industrieunternehmen","status":"publish","type":"post","link":"https:\/\/www.organisator.ch\/fr\/operational-excellence\/2023-03-02\/computer-vision-in-industrieunternehmen\/","title":{"rendered":"Vision par ordinateur dans les entreprises industrielles"},"content":{"rendered":"<figure id=\"attachment_17632\" class=\"wp-caption alignnone\" style=\"width: 680px\" aria-describedby=\"caption-attachment-17632\"><img class=\"alignnone wp-image-17632 size-full\" src=\"https:\/\/www.m-q.ch\/wp-content\/uploads\/2023\/03\/Computer-Vision-in-Industrieunternehmen_MQ.jpg\" alt=\"Vision par ordinateur\" width=\"680\" height=\"375\" \/>\r\n<figcaption id=\"caption-attachment-17632\" class=\"wp-caption-text\">La qualit\u00e9 de l'image en vision par ordinateur d\u00e9pend de facteurs externes tels que la lumi\u00e8re ou la pollution. Un syst\u00e8me laser peut \u00e9ventuellement \u00eatre une meilleure solution. (Image : Depositphotos.com)<\/figcaption>\r\n<\/figure>\r\n<p>Dans l'industrie, de plus en plus d'entreprises misent sur des syst\u00e8mes de vision par ordinateur capables de reconna\u00eetre et de traiter des objets sur des images fixes ou anim\u00e9es. Elles d\u00e9tectent ainsi automatiquement les dommages visibles sur les machines ou les infrastructures dans le cadre de la maintenance, examinent les pi\u00e8ces produites \u00e0 la recherche de d\u00e9fauts pour le contr\u00f4le qualit\u00e9 ou d\u00e9terminent les pi\u00e8ces et les appareils \u00e0 commander pour leur gestion des marchandises. La technique d'enregistrement est une composante critique de l'application de la vision par ordinateur, car son succ\u00e8s d\u00e9pend en grande partie de la qualit\u00e9 de l'image. Diff\u00e9rentes cam\u00e9ras et syst\u00e8mes laser sont disponibles pour la capture d'images, chacun ayant ses forces et ses faiblesses sp\u00e9cifiques. Le choix de la meilleure solution d\u00e9pend de l'application concr\u00e8te.\u00a0<\/p>\r\n<p>Le sp\u00e9cialiste suisse de la science des donn\u00e9es LeanBI explique quels facteurs les entreprises industrielles doivent prendre en compte lors de leur choix :<\/p>\r\n<p><strong><em>Quelles sont les conditions d'\u00e9clairage ?<\/em><\/strong>\u00a0<br \/>\r\nLes cam\u00e9ras ont besoin d'un tr\u00e8s bon \u00e9clairage, en particulier pour les pi\u00e8ces en mouvement, afin que les prises de vue ne soient pas floues. En revanche, les syst\u00e8mes laser peuvent fonctionner de mani\u00e8re fiable et fournir des donn\u00e9es pr\u00e9cises m\u00eame dans des conditions d'\u00e9clairage d\u00e9favorables.<\/p>\r\n<p><strong><em>Y a-t-il des salissures ?<\/em><\/strong>\u00a0<br \/>\r\nDans les entreprises industrielles, les salissures ont souvent un effet n\u00e9gatif sur la qualit\u00e9 d'image des cam\u00e9ras. Les syst\u00e8mes de nettoyage \u00e0 l'air comprim\u00e9 ou \u00e0 l'eau peuvent certes rem\u00e9dier au probl\u00e8me, mais ils rendent l'ensemble du syst\u00e8me plus co\u00fbteux et plus sujet aux erreurs.<\/p>\r\n<p><strong><em>Quelle doit \u00eatre la pr\u00e9cision des enregistrements ?<br \/>\r\n<\/em><\/strong>Les cam\u00e9ras standard avec une r\u00e9solution de 4K sont certes peu co\u00fbteuses, mais elles ne suffisent souvent pas dans l'industrie. Pour les prises de vue submillim\u00e9triques, des cam\u00e9ras co\u00fbteuses avec des r\u00e9solutions de 10K et plus sont n\u00e9cessaires. Les syst\u00e8mes laser, qui sont intrins\u00e8quement \u00e0 haute r\u00e9solution, peuvent alors \u00eatre un meilleur choix.\u00a0<\/p>\r\n<p><strong><em>La tridimensionnalit\u00e9 est-elle n\u00e9cessaire ?<br \/>\r\n<\/em><\/strong>Les cam\u00e9ras prennent des images 2D, les syst\u00e8mes laser peuvent cr\u00e9er des images 3D. La photogramm\u00e9trie permet de reconstruire ult\u00e9rieurement des mod\u00e8les 3D \u00e0 partir d'images 2D, mais il s'agit d'une proc\u00e9dure relativement complexe qui n\u00e9cessite souvent des interventions manuelles.<\/p>\r\n<p><strong><em>Une combinaison avec d'autres donn\u00e9es est-elle judicieuse ?<br \/>\r\n<\/em><\/strong>Souvent, la combinaison des donn\u00e9es d'image avec d'autres donn\u00e9es provenant par exemple de capteurs acoustiques et de vibrations ou de mesures de courant peut offrir une valeur ajout\u00e9e. Cette valeur ajout\u00e9e d\u00e9pend aussi en grande partie de la technique d'imagerie utilis\u00e9e.\u00a0<\/p>\r\n<p>\"Les entreprises industrielles devraient examiner et \u00e9valuer \u00e0 temps les possibilit\u00e9s et les limites des diff\u00e9rentes techniques\", explique Marc Tesch, propri\u00e9taire et CEO de LeanBI. \"Une application de vision par ordinateur apparemment simple avec une cam\u00e9ra peut soudainement devenir complexe et co\u00fbteuse s'il s'av\u00e8re qu'un bon \u00e9clairage et un syst\u00e8me de nettoyage sont n\u00e9cessaires. Dans de tels cas, un syst\u00e8me laser peut \u00eatre la meilleure solution d\u00e8s le d\u00e9part\".<\/p>\r\n<p><em>Source et informations compl\u00e9mentaires : <a href=\"http:\/\/www.leanbi.ch\/\">www.leanbi.ch<\/a><\/em><u>\u200b<\/u><\/p>\n<p class=\"syndicated-attribution\">Cet article est paru initialement sur m-q.ch - <a href=\"https:\/\/www.m-q.ch\/de\/computer-vision-in-industrieunternehmen\/\" target=\"_blank\">https:\/\/www.m-q.ch\/de\/computer-vision-in-industrieunternehmen\/<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>In der Industrie setzen immer mehr Unternehmen auf Computer-Vision-Systeme, die in Stand- und Bewegtbildern Objekte erkennen und verarbeiten k\u00f6nnen. Sie detektieren damit beispielsweise f\u00fcr die Instandhaltung automatisiert sichtbare Sch\u00e4den an Maschinen oder Infrastrukturen, untersuchen zur Qualit\u00e4tskontrolle produzierte Werkst\u00fccke auf Fehlerstellen oder bestimmen f\u00fcr ihre Warenwirtschaft Teile und Ger\u00e4te zur Nachbestellung. Eine kritische Komponente bei der [\u2026]<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_yoast_wpseo_focuskw":"Computer Vision","_yoast_wpseo_metadesc":"Vergleich von Computer-Vision-Kameras und Lasersystemen f\u00fcr die Industrie: Bildqualit\u00e4t und Anwendungsm\u00f6glichkeiten.","articlekey":"","footnotes":""},"categories":[582],"tags":[3650],"class_list":["post-19161","post","type-post","status-publish","format-standard","hentry","category-operational-excellence","tag-computer-vision"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Computer Vision in Industrieunternehmen - Organisator<\/title>\n<meta name=\"description\" content=\"Vergleich von Computer-Vision-Kameras und Lasersystemen f\u00fcr die Industrie: Bildqualit\u00e4t und Anwendungsm\u00f6glichkeiten.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.organisator.ch\/fr\/excellence-operationnelle\/2023-03-02\/computer-vision-in-industrieunternehmen\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Computer Vision in Industrieunternehmen - 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