{"id":17256,"date":"2026-01-21T09:43:00","date_gmt":"2026-01-21T08:43:00","guid":{"rendered":"https:\/\/automation-inside.com\/?p=17256"},"modified":"2026-01-21T10:43:25","modified_gmt":"2026-01-21T09:43:25","slug":"integrarea-flexibila-a-modelelor-ai-in-wenglor-univision-3-cu-onnx","status":"publish","type":"post","link":"https:\/\/we.automation-inside.com\/ro\/integrarea-flexibila-a-modelelor-ai-in-wenglor-univision-3-cu-onnx\/","title":{"rendered":"Integrarea flexibil\u0103 a modelelor AI \u00een wenglor uniVision 3 cu ONNX"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"17256\" class=\"elementor elementor-17256 elementor-13023\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f9bb731 e-flex e-con-boxed e-con e-parent\" data-id=\"f9bb731\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6438a4a e-con-full e-flex e-con e-child\" data-id=\"6438a4a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9bea727 elementor-widget elementor-widget-global elementor-global-8172 elementor-global-10 elementor-widget-post-info\" data-id=\"9bea727\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-7119e78 elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<a href=\"https:\/\/we.automation-inside.com\/ro\/tag\/ai\/\" class=\"elementor-post-info__terms-list-item\">AI<\/a>, <a href=\"https:\/\/we.automation-inside.com\/ro\/tag\/b60\/\" class=\"elementor-post-info__terms-list-item\">B60<\/a>, <a href=\"https:\/\/we.automation-inside.com\/ro\/tag\/camera-inteligenta\/\" class=\"elementor-post-info__terms-list-item\">Camer\u0103 inteligent\u0103<\/a>, <a href=\"https:\/\/we.automation-inside.com\/ro\/tag\/onnx\/\" class=\"elementor-post-info__terms-list-item\">ONNX<\/a>, <a href=\"https:\/\/we.automation-inside.com\/ro\/tag\/procesarea-imaginilor-ai\/\" class=\"elementor-post-info__terms-list-item\">Procesarea imaginilor AI<\/a>, <a href=\"https:\/\/we.automation-inside.com\/ro\/tag\/software-pentru-viziune-artificiala\/\" class=\"elementor-post-info__terms-list-item\">Software pentru viziune artificial\u0103<\/a>, <a href=\"https:\/\/we.automation-inside.com\/ro\/tag\/univision-3\/\" class=\"elementor-post-info__terms-list-item\">uniVision 3<\/a>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e658e6 elementor-widget elementor-widget-global elementor-global-7830 elementor-global-34 elementor-widget-theme-post-title\" data-id=\"3e658e6\" data-element_type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Integrarea flexibil\u0103 a modelelor AI \u00een wenglor uniVision 3 cu ONNX<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9d5f358 elementor-widget elementor-widget-text-editor\" data-id=\"9d5f358\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>\u00cen procesele automatizate complexe, cum ar fi recunoa\u0219terea obiectelor, sortarea \u0219i controlul calit\u0103\u021bii, sistemele clasice de procesare a imaginilor bazate pe reguli \u00ee\u0219i ating rapid limitele &#8211; \u00een special atunci c\u00e2nd componentele variaz\u0103 foarte mult sau defectele apar \u00eentr-o mare varietate de forme. Un exemplu tipic este controlul calit\u0103\u021bii \u00een procesul de turnare prin injec\u021bie: Aici, defectele de suprafa\u021b\u0103, incluziunile de aer sau urmele de arsur\u0103 pot ap\u0103rea \u00een forme neregulate. <\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4bc879f elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"4bc879f\" data-element_type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1920\" height=\"1080\" src=\"https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/wenglorsensoric_uniVision3_ONNX.jpg\" class=\"attachment-full size-full wp-image-17257\" alt=\"Procesarea imaginilor bazat\u0103 pe inteligen\u021b\u0103 artificial\u0103 recunoa\u0219te componentele \u0219i erorile din procesele de produc\u021bie industrial\u0103\" srcset=\"https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/wenglorsensoric_uniVision3_ONNX.jpg 1920w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/wenglorsensoric_uniVision3_ONNX-300x169.jpg 300w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/wenglorsensoric_uniVision3_ONNX-1024x576.jpg 1024w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/wenglorsensoric_uniVision3_ONNX-768x432.jpg 768w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/wenglorsensoric_uniVision3_ONNX-1536x864.jpg 1536w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Recunoa\u0219terea precis\u0103 a obiectelor \u0219i inspec\u021bia calit\u0103\u021bii cu ajutorul AI<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c770f43 elementor-widget elementor-widget-text-editor\" data-id=\"c770f43\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Tocmai aici inteligen\u021ba artificial\u0103 \u00ee\u0219i arat\u0103 puterea. Prin utilizarea <strong>clasific\u0103rii AI<\/strong>, chiar \u0219i sarcinile complexe de inspec\u021bie pot fi rezolvate eficient \u0219i precis. <strong>Re\u021belele neuronale convolu\u021bionale (CNN)<\/strong> sunt utilizate pentru a analiza imaginile, a recunoa\u0219te caracteristicile \u0219i a atribui automat obiectele unor clase specifice. Sistemul \u00eenva\u021b\u0103 \u00een mod independent s\u0103 fac\u0103 diferen\u021ba \u00eentre propriet\u0103\u021bile caracteristice \u0219i, astfel, face fa\u021b\u0103 unei game largi de variante \u0219i tipuri de erori care ar fi aproape imposibil de gestionat prin metode conven\u021bionale.   <\/p><p>Cu ajutorul <strong>modulului ONNX<\/strong> al <strong>software-ului de viziune artificial\u0103 uniVision 3 wenglor<\/strong>, modelele AI existente pot fi executate direct pe hardware-ul puternic wenglor &#8211; cum ar fi <strong>camerele inteligente din seria B60<\/strong> sau <strong>controlerul de viziune artificial\u0103<\/strong> din<strong> seria MVC<\/strong>. Acest lucru permite combinarea flexibil\u0103 a modulelor bazate pe reguli \u0219i pe AI, \u00een timp ce interfe\u021bele industriale consacrate pot fi utilizate \u00een acela\u0219i timp. Rezultatul: flexibilitate maxim\u0103 cu efort minim de integrare.  <\/p><p>Ca platform\u0103 complet\u0103 de procesare a imaginilor, <strong>uniVision 3<\/strong> ofer\u0103 toate instrumentele pentru preprocesare &#8211; cum ar fi func\u021biile de filtrare, urm\u0103rirea straturilor sau definirea regiunilor. Aceste module standard pot fi conectate f\u0103r\u0103 probleme cu clasificarea AI pentru a st\u0103p\u00e2ni cu u\u0219urin\u021b\u0103 aplica\u021biile solicitante. De exemplu, odat\u0103 ce o component\u0103 a fost capturat\u0103 utiliz\u00e2nd urm\u0103rirea straturilor, aceasta poate fi m\u0103surat\u0103, calibrat\u0103 sau prelucrat\u0103 \u00een continuare direct &#8211; f\u0103r\u0103 a p\u0103r\u0103si fluxul de lucru familiar.  <\/p><p>Odat\u0103 analizat\u0103 cu succes, uniVision 3 permite schimbul de date prin interfe\u021be comune precum <strong>TCP\/IP, PROFINET, EtherNet\/IP\u2122<\/strong> sau <strong>EtherCAT<\/strong>. De asemenea, sunt disponibile interfe\u021be speciale pentru <strong>viziune robotizat\u0103<\/strong> \u0219i <strong>sudare ghidat\u0103 de robot<\/strong> pentru utilizarea \u00een aplica\u021bii asistate de robot. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-faccf93 elementor-widget elementor-widget-text-editor\" data-id=\"faccf93\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<figure id=\"attachment_13028\" aria-describedby=\"caption-attachment-13028\" style=\"width: 1920px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-13028 size-full\" src=\"https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/wenglorsensoric_Workflow_uniVision_ONNX.jpg\" alt=\"Modelele ONNX ruleaz\u0103 direct pe camere inteligente wenglor \u0219i controlere de viziune artificial\u0103\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/wenglorsensoric_Workflow_uniVision_ONNX.jpg 1920w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/wenglorsensoric_Workflow_uniVision_ONNX-300x169.jpg 300w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/wenglorsensoric_Workflow_uniVision_ONNX-1024x576.jpg 1024w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/wenglorsensoric_Workflow_uniVision_ONNX-768x432.jpg 768w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/wenglorsensoric_Workflow_uniVision_ONNX-1536x864.jpg 1536w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><figcaption id=\"caption-attachment-13028\" class=\"wp-caption-text\">Integrarea f\u0103r\u0103 probleme a modelelor AI \u00een sistemele industriale<\/figcaption><\/figure>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-109c6ab elementor-widget elementor-widget-text-editor\" data-id=\"109c6ab\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Avantajul este evident: modelele ONNX create folosind software de la ter\u021bi pot fi integrate direct \u00een uniVision \u0219i pot rula pe wenglor f\u0103r\u0103 niciun efort hardware suplimentar. Nu este nevoie de o preg\u0103tire a datelor consumatoare de timp &#8211; integrarea este rapid\u0103, necomplicat\u0103 \u0219i scalabil\u0103. <\/p><p>Prin urmare, cu modulul ONNX, uniVision 3 ofer\u0103 o solu\u021bie puternic\u0103 \u0219i preg\u0103tit\u0103 pentru viitor pentru integrarea perfect\u0103 a inteligen\u021bei artificiale \u00een procesele industriale de procesare a imaginilor &#8211; pentru precizie, eficien\u021b\u0103 \u0219i flexibilitate maxime \u00een automatizarea fabricilor.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ceb153a elementor-align-center elementor-widget elementor-widget-button\" data-id=\"ceb153a\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.wenglor.com\/s\/Fokusseite+ONNX\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Afla\u021bi mai multe despre modulul \"Image ONNX\" \u0219i despre inteligen\u021ba artificial\u0103 \u00een procesarea imaginilor acum!<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6bc2cd4 elementor-widget elementor-widget-global elementor-global-7873 elementor-global-22 elementor-widget-spacer\" data-id=\"6bc2cd4\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-170e228 e-con-full elementor-hidden-mobile elementor-hidden-tablet e-flex e-con e-child\" data-id=\"170e228\" data-element_type=\"container\" data-settings=\"{&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;],&quot;sticky_parent&quot;:&quot;yes&quot;,&quot;sticky_offset&quot;:0,&quot;sticky_effects_offset&quot;:0,&quot;sticky_anchor_link_offset&quot;:0}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9577fc8 elementor-grid-1 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-widget elementor-widget-posts\" data-id=\"9577fc8\" data-element_type=\"widget\" data-settings=\"{&quot;classic_columns&quot;:&quot;1&quot;,&quot;classic_columns_tablet&quot;:&quot;2&quot;,&quot;classic_columns_mobile&quot;:&quot;1&quot;,&quot;classic_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:35,&quot;sizes&quot;:[]},&quot;classic_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;classic_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.classic\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-classic elementor-grid\" role=\"list\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-24155 post type-post status-publish format-standard has-post-thumbnail hentry category-principii-de-baza tag-bariera-reflexului-oglinzii tag-controlul-nivelului-de-umplere tag-leveltech tag-masurarea-nivelului tag-senzor-de-distanta-cu-ultrasunete tag-senzor-laser-de-distanta tag-senzori-cu-inel-inductiv\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/we.automation-inside.com\/ro\/cum-poate-fi-masurat-nivelul-de-umplere-in-mod-fiabil-indiferent-de-material-si-mediu\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/Fuellstandsmessung_Headerbild_Neu-300x169.jpg\" class=\"attachment-medium size-medium wp-image-24157\" alt=\"M\u0103surarea precis\u0103 a nivelurilor de umplere \u2013 f\u0103r\u0103 contact \u0219i fiabil\u0103\" srcset=\"https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/Fuellstandsmessung_Headerbild_Neu-300x169.jpg 300w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/Fuellstandsmessung_Headerbild_Neu-1024x576.jpg 1024w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/Fuellstandsmessung_Headerbild_Neu-768x432.jpg 768w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/Fuellstandsmessung_Headerbild_Neu-1536x864.jpg 1536w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/Fuellstandsmessung_Headerbild_Neu.jpg 1920w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/we.automation-inside.com\/ro\/cum-poate-fi-masurat-nivelul-de-umplere-in-mod-fiabil-indiferent-de-material-si-mediu\/\" >\n\t\t\t\tCum poate fi m\u0103surat nivelul de umplere \u00een mod fiabil \u2013 indiferent de material \u0219i mediu?\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\taprilie 23, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/we.automation-inside.com\/ro\/cum-poate-fi-masurat-nivelul-de-umplere-in-mod-fiabil-indiferent-de-material-si-mediu\/\" aria-label=\"Citi\u021bi mai multe despre Cum poate fi m\u0103surat nivelul de umplere \u00een mod fiabil \u2013 indiferent de material \u0219i mediu?\" tabindex=\"-1\" >\n\t\t\tLa articol\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-24915 post type-post status-publish format-standard has-post-thumbnail hentry category-aplicatii tag-camera-inteligenta-b60 tag-citirea-codului tag-inginerie-auto\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/we.automation-inside.com\/ro\/cum-pot-fi-citite-in-mod-fiabil-codurile-de-pe-tablouri-de-bord-de-la-distanta-mare\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/we.automation-inside.com\/wp-content\/uploads\/2026\/04\/Armaturenbrett_Auto-300x169.jpg\" class=\"attachment-medium size-medium wp-image-24917\" alt=\"Bordul unei ma\u0219ini cu etichete de cod lipite pe el\" srcset=\"https:\/\/we.automation-inside.com\/wp-content\/uploads\/2026\/04\/Armaturenbrett_Auto-300x169.jpg 300w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2026\/04\/Armaturenbrett_Auto-1024x576.jpg 1024w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2026\/04\/Armaturenbrett_Auto-768x432.jpg 768w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2026\/04\/Armaturenbrett_Auto-1536x864.jpg 1536w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2026\/04\/Armaturenbrett_Auto.jpg 1920w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/we.automation-inside.com\/ro\/cum-pot-fi-citite-in-mod-fiabil-codurile-de-pe-tablouri-de-bord-de-la-distanta-mare\/\" >\n\t\t\t\tCum pot fi citite \u00een mod fiabil codurile de pe tablouri de bord de la distan\u021b\u0103 mare?\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\taprilie 17, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/we.automation-inside.com\/ro\/cum-pot-fi-citite-in-mod-fiabil-codurile-de-pe-tablouri-de-bord-de-la-distanta-mare\/\" aria-label=\"Citi\u021bi mai multe despre Cum pot fi citite \u00een mod fiabil codurile de pe tablouri de bord de la distan\u021b\u0103 mare?\" tabindex=\"-1\" >\n\t\t\tLa articol\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-24995 post type-post status-publish format-standard has-post-thumbnail hentry category-aplicatii tag-recunoasterea-obiectelor tag-rulmenti-de-mare-viteza tag-suprafete-intunecate tag-testul-documentului\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/we.automation-inside.com\/ro\/cum-poate-fi-detectata-in-mod-fiabil-ocuparea-compartimentelor-de-raft-pentru-obiectele-lucioase-si-negre\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"262\" height=\"300\" src=\"https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/09\/AdobeStock_50981877-262x300.jpeg\" class=\"attachment-medium size-medium wp-image-19448\" alt=\"\" srcset=\"https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/09\/AdobeStock_50981877-262x300.jpeg 262w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/09\/AdobeStock_50981877-895x1024.jpeg 895w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/09\/AdobeStock_50981877-768x878.jpeg 768w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/09\/AdobeStock_50981877-1343x1536.jpeg 1343w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/09\/AdobeStock_50981877-1791x2048.jpeg 1791w\" sizes=\"(max-width: 262px) 100vw, 262px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/we.automation-inside.com\/ro\/cum-poate-fi-detectata-in-mod-fiabil-ocuparea-compartimentelor-de-raft-pentru-obiectele-lucioase-si-negre\/\" >\n\t\t\t\tCum poate fi detectat\u0103 \u00een mod fiabil ocuparea compartimentelor de raft pentru obiectele lucioase \u0219i negre?\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\taprilie 16, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/we.automation-inside.com\/ro\/cum-poate-fi-detectata-in-mod-fiabil-ocuparea-compartimentelor-de-raft-pentru-obiectele-lucioase-si-negre\/\" aria-label=\"Citi\u021bi mai multe despre Cum poate fi detectat\u0103 \u00een mod fiabil ocuparea compartimentelor de raft pentru obiectele lucioase \u0219i negre?\" tabindex=\"-1\" >\n\t\t\tLa articol\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3f13fdf e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"3f13fdf\" data-element_type=\"container\" data-settings=\"{&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;],&quot;sticky_parent&quot;:&quot;yes&quot;,&quot;sticky_offset&quot;:0,&quot;sticky_effects_offset&quot;:0,&quot;sticky_anchor_link_offset&quot;:0}\">\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a4d7e25 elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile e-flex e-con-boxed e-con e-parent\" data-id=\"a4d7e25\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ab61749 elementor-widget-divider--view-line elementor-widget elementor-widget-global elementor-global-7183 elementor-global-337 elementor-widget-divider\" data-id=\"ab61749\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3e1ead7 e-con-full e-flex e-con e-child\" data-id=\"3e1ead7\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3423378 e-con-full e-flex e-con e-child\" data-id=\"3423378\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b19cdee elementor-widget elementor-widget-heading\" data-id=\"b19cdee\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Autor<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-426ff13 elementor-widget elementor-widget-spacer\" data-id=\"426ff13\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2905a9c elementor-widget elementor-widget-author-box\" data-id=\"2905a9c\" data-element_type=\"widget\" data-widget_type=\"author-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-author-box\">\n\t\t\t\t\t\t\t<div  class=\"elementor-author-box__avatar\">\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/we.automation-inside.com\/wp-content\/plugins\/elementor\/assets\/images\/placeholder.png\" alt=\"Picture of Max Mustermann\" loading=\"lazy\">\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t<div class=\"elementor-author-box__text\">\n\t\t\t\t\t\t\t\t\t<div >\n\t\t\t\t\t\t<h4 class=\"elementor-author-box__name\">\n\t\t\t\t\t\t\tMax Mustermann\t\t\t\t\t\t<\/h4>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-author-box__bio\">\n\t\t\t\t\t\t<p>Titlul postului<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1efd648 e-con-full e-flex e-con e-child\" data-id=\"1efd648\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-837b93b elementor-widget elementor-widget-spacer\" data-id=\"837b93b\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>wenglor uniVision 3 permite procesarea imaginilor cu ajutorul inteligen\u021bei artificiale \u00een industrie. Modulele ONNX sunt utilizate pentru recunoa\u0219terea precis\u0103 a obiectelor, automatizarea controalelor de calitate \u0219i integrarea eficient\u0103 a proceselor. <\/p>\n","protected":false},"author":6,"featured_media":17257,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[1389],"tags":[1431,3316,767,4119,4121,4120,1390],"class_list":["post-17256","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-prezentarea-produsului","tag-ai","tag-b60","tag-camera-inteligenta","tag-onnx","tag-procesarea-imaginilor-ai","tag-software-pentru-viziune-artificiala","tag-univision-3"],"_links":{"self":[{"href":"https:\/\/we.automation-inside.com\/ro\/wp-json\/wp\/v2\/posts\/17256","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/we.automation-inside.com\/ro\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/we.automation-inside.com\/ro\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/we.automation-inside.com\/ro\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/we.automation-inside.com\/ro\/wp-json\/wp\/v2\/comments?post=17256"}],"version-history":[{"count":1,"href":"https:\/\/we.automation-inside.com\/ro\/wp-json\/wp\/v2\/posts\/17256\/revisions"}],"predecessor-version":[{"id":17259,"href":"https:\/\/we.automation-inside.com\/ro\/wp-json\/wp\/v2\/posts\/17256\/revisions\/17259"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/we.automation-inside.com\/ro\/wp-json\/wp\/v2\/media\/17257"}],"wp:attachment":[{"href":"https:\/\/we.automation-inside.com\/ro\/wp-json\/wp\/v2\/media?parent=17256"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/we.automation-inside.com\/ro\/wp-json\/wp\/v2\/categories?post=17256"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/we.automation-inside.com\/ro\/wp-json\/wp\/v2\/tags?post=17256"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}