{"id":22973,"date":"2026-03-05T12:54:11","date_gmt":"2026-03-05T11:54:11","guid":{"rendered":"https:\/\/automation-inside.com\/?p=22973"},"modified":"2026-03-05T13:54:56","modified_gmt":"2026-03-05T12:54:56","slug":"controler-de-viziune-artificiala-sau-dispozitiv-inteligent-care-este-diferenta","status":"publish","type":"post","link":"https:\/\/we.automation-inside.com\/ro\/controler-de-viziune-artificiala-sau-dispozitiv-inteligent-care-este-diferenta\/","title":{"rendered":"Controler de viziune artificial\u0103 sau dispozitiv inteligent \u2013 care este diferen\u021ba?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"22973\" class=\"elementor elementor-22973 elementor-14013\" 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\/camera-inteligenta\/\" class=\"elementor-post-info__terms-list-item\">Camer\u0103 inteligent\u0103<\/a>, <a href=\"https:\/\/we.automation-inside.com\/ro\/tag\/dispozitiv-de-control-al-vederii-masinilor\/\" class=\"elementor-post-info__terms-list-item\">Dispozitiv de control al vederii ma\u0219inilor<\/a>, <a href=\"https:\/\/we.automation-inside.com\/ro\/tag\/dispozitiv-inteligent\/\" class=\"elementor-post-info__terms-list-item\">Dispozitiv inteligent<\/a>, <a href=\"https:\/\/we.automation-inside.com\/ro\/tag\/procesarea-imaginilor-industriale\/\" class=\"elementor-post-info__terms-list-item\">Procesarea imaginilor industriale<\/a>, <a href=\"https:\/\/we.automation-inside.com\/ro\/tag\/viziune-artificiala\/\" class=\"elementor-post-info__terms-list-item\">Viziune artificial\u0103<\/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\">Controler de viziune artificial\u0103 sau dispozitiv inteligent \u2013 care este diferen\u021ba?<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-57b39c4 elementor-widget elementor-widget-text-editor\" data-id=\"57b39c4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>\u00cen automatizarea industrial\u0103, sistemele de viziune artificial\u0103 devin din ce \u00een ce mai compacte, inteligente \u0219i puternice. \u00centrebarea apare adesea: C\u00e2nd este folosit un controler de viziune artificial\u0103 \u2013 \u0219i c\u00e2nd este suficient un dispozitiv inteligent?<\/strong><br><strong>Ambele sisteme sunt folosite pentru evaluarea automat\u0103 a imaginilor sau profilurilor, dar difer\u0103 fundamental prin arhitectur\u0103, performan\u021b\u0103 \u0219i flexibilitate.<\/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\/beitragsbild_machine-vision-controller_vs_smart-devices.jpg\" class=\"attachment-full size-full wp-image-22975\" alt=\"Compara\u021bie \u00eentre controlerul de viziune artificial\u0103 \u0219i dispozitivul inteligent \u00een viziunea artificial\u0103\" srcset=\"https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/beitragsbild_machine-vision-controller_vs_smart-devices.jpg 1920w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/beitragsbild_machine-vision-controller_vs_smart-devices-300x169.jpg 300w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/beitragsbild_machine-vision-controller_vs_smart-devices-1024x576.jpg 1024w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/beitragsbild_machine-vision-controller_vs_smart-devices-768x432.jpg 768w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/beitragsbild_machine-vision-controller_vs_smart-devices-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\">Controler de viziune artificial\u0103 sau dispozitiv inteligent \u2013 care solu\u021bie se potrive\u0219te?<\/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-f169efb elementor-widget elementor-widget-text-editor\" data-id=\"f169efb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2><strong>Controler de viziune artificial\u0103 \u2013 centrul pentru sisteme complexe<\/strong><\/h2><p>Un <strong>controler de viziune artificial\u0103<\/strong> este \u00een centrul aplica\u021biilor solicitante de viziune artificial\u0103, unde <strong>mai multe camere sau senzori de profil<\/strong> sunt opera\u021bi \u00een paralel.<br>Ac\u021bioneaz\u0103 ca o unitate de calcul puternic\u0103 pe care <strong>datele de imagine \u0219i profil sunt procesate \u0219i evaluate centralizat<\/strong> .<\/p><p> <\/p><h3><strong>Caracteristici \u0219i beneficii:<\/strong><\/h3><ul><li><strong>Evaluare central\u0103:<\/strong> Mai multe camere \u0219i senzori pot fi conecta\u021bi simultan la controler, ceea ce \u00eel face ideal pentru sisteme complexe de inspec\u021bie unde trebuie surprinse mai multe perspective sau puncte de m\u0103surare.<\/li><li><strong>Putere de calcul ridicat\u0103:<\/strong> Datorit\u0103 arhitecturii moderne a procesoarelor \u0219i mediilor software optimizate, chiar \u0219i cantit\u0103\u021bi mari de date pot fi procesate la viteze mari. Acest lucru duce la <strong>timpi de proces mai sc\u0103zu\u021bi<\/strong> cu o precizie maxim\u0103. <\/li><li><strong>Integrare flexibil\u0103:<\/strong> Controlerele de viziune artificial\u0103 ofer\u0103 numeroase <strong>interfe\u021be<\/strong> c\u0103tre re\u021bele industriale (de exemplu EtherNet\/IP, PROFINET, EtherCAT) \u0219i permit integrarea f\u0103r\u0103 \u00eentreruperi \u00een sistemele de automatizare existente.<\/li><li><strong>Domeniu de aplicare:<\/strong> Este deosebit de potrivit pentru sarcini de inspec\u021bie cu m\u0103sur\u0103tori 3D <strong>complexe de foarte \u00eenalt\u0103<\/strong> rezolu\u021bie sau aplica\u021bii combinate de imagine \u0219i profil.<\/li><\/ul><p> <\/p><p><strong>Exemplu practic:<\/strong><br>\u00cen controlul calit\u0103\u021bii pl\u0103cilor de circuit imprimat, mai multe camere sunt folosite adesea pentru a inspecta simultan \u00eembin\u0103rile superioare, inferioare \u0219i de lipire. Un controler de viziune artificial\u0103 preia evaluarea central\u0103 a imaginii \u0219i coordonarea tuturor senzorilor conecta\u021bi. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d7c21d5 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"d7c21d5\" 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\/c\/cxmCID221381\">\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\">C\u0103tre controlerele de viziune artificial\u0103<\/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-768872a elementor-widget-divider--view-line elementor-widget elementor-widget-global elementor-global-7183 elementor-global-337 elementor-widget-divider\" data-id=\"768872a\" 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\t\t<div class=\"elementor-element elementor-element-c6282fb elementor-widget elementor-widget-text-editor\" data-id=\"c6282fb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2><strong>Dispozitive inteligente \u2013 procesare inteligent\u0103 a imaginilor \u00een format senzor<\/strong><\/h2><p><strong>Dispozitivele inteligente<\/strong>, cum ar fi <strong>camerele inteligente<\/strong> sau <strong>senzorii Smart Profile<\/strong>, combin\u0103 <strong>\u00eenregistrarea \u0219i evaluarea<\/strong> direct \u00eentr-un dispozitiv compact.<br>Aceasta elimin\u0103 necesitatea unui controler separat \u2013 <strong>procesarea are loc direct \u00een senzor.<\/strong><\/p><h3> <\/h3><h3><strong>Caracteristici \u0219i beneficii:<\/strong><\/h3><figure id=\"attachment_14018\" aria-describedby=\"caption-attachment-14018\" style=\"width: 500px\" class=\"wp-caption alignright\"><img decoding=\"async\" class=\"wp-image-14018\" src=\"https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/Smart-Devices_Produktuebersicht_v1-1024x576.png\" alt=\"Dispozitiv inteligent cu evaluare integrat\u0103 a imaginii direct \u00een senzor\" width=\"500\" height=\"281\" srcset=\"https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/Smart-Devices_Produktuebersicht_v1-1024x576.png 1024w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/Smart-Devices_Produktuebersicht_v1-300x169.png 300w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/Smart-Devices_Produktuebersicht_v1-768x432.png 768w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/Smart-Devices_Produktuebersicht_v1-1536x864.png 1536w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/11\/Smart-Devices_Produktuebersicht_v1.png 1920w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><figcaption id=\"caption-attachment-14018\" class=\"wp-caption-text\">Smart Device \u2013 Procesare Compact\u0103 \u0219i Inteligent\u0103 a Imaginilor<\/figcaption><\/figure><ul><li><strong>Inteligen\u021b\u0103 integrat\u0103:<\/strong> Datele imaginii sau profilului sunt evaluate direct \u00een dispozitiv <strong>printr-un software preinstalat<\/strong> .<\/li><li><strong>Simplitate:<\/strong> Nu este nevoie de controler suplimentar de viziune sau PC extern \u2013 configurarea se face printr-o interfa\u021b\u0103 intuitiv\u0103.<\/li><li><strong>Rezultate \u00een timp real:<\/strong> Rezultatele pot fi transmise direct c\u0103tre controler prin <strong>interfe\u021be integrate<\/strong> (de exemplu, Digital I\/O, Ethernet, IO-Link).<\/li><li><strong>Domeniu de aplicare:<\/strong> Ideal pentru aplica\u021bii cu <strong>camer\u0103 sau senzor de profil<\/strong>, cum ar fi detectarea prezen\u021bei, detectarea obiectelor sau controlul pozi\u021biei.<\/li><\/ul><p><strong>Exemplu practic:<\/strong><br>Un senzor Smart Profile verific\u0103 direct pe linia de asamblare dac\u0103 o garnitur\u0103 este a\u0219ezat\u0103 corect. Evaluarea se realizeaz\u0103 \u00een senzor \u2013 rezultatul (&#8222;OK&#8221; sau &#8222;NOK&#8221;) este transmis c\u0103tre PLC \u00een timp real. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-57978d3 e-grid e-con-full e-con e-child\" data-id=\"57978d3\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b6d1a8b elementor-align-center elementor-widget elementor-widget-button\" data-id=\"b6d1a8b\" 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\/c\/cxmCID199870\">\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\">C\u0103tre senzorii de profil<\/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-5707d0d elementor-align-center elementor-widget elementor-widget-button\" data-id=\"5707d0d\" 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\/c\/cxmCID199983\">\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\">C\u0103tre camerele inteligente<\/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>\n\t\t\t\t<div class=\"elementor-element elementor-element-f883eb5 elementor-widget-divider--view-line elementor-widget elementor-widget-global elementor-global-7183 elementor-global-337 elementor-widget-divider\" data-id=\"f883eb5\" 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\t\t<div class=\"elementor-element elementor-element-543aaba elementor-widget elementor-widget-text-editor\" data-id=\"543aaba\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2><strong>Asem\u0103n\u0103ri \u0219i diferen\u021be dintr-o privire<\/strong><\/h2><table><thead><tr>Controler de <td><strong>viziune<\/strong><\/td> <td><strong>artificial\u0103 func\u021bional<\/strong><\/td><td><strong>pentru dispozitiv inteligent<\/strong><\/td><\/tr><\/thead><tbody><tr><td><strong>Num\u0103rul de senzori\/camere<\/strong><\/td><td>Mai multe dispozitive \u00een acela\u0219i<\/td><td>timp Un singur dispozitiv<\/td><\/tr><tr><td><strong>Loca\u021bia evalu\u0103rii<\/strong><\/td><td>Pe controler<\/td><td>Direct \u00een senzor<\/td><\/tr><tr><td><strong>Putere de calcul<\/strong><\/td><td>Foarte mare, pentru sarcini complexe<\/td><td>Integrat, pentru aplica\u021bii standardizate<\/td><\/tr><tr><td><strong>Complexitatea sistemului<\/strong><\/td><td>Mai mare, deoarece mai multe dispozitive sunt integrate<\/td><td>Configurare redus\u0103 \u0219i u\u0219oar\u0103<\/td><\/tr><tr><td><strong>Aplica\u021bie<\/strong><\/td><td>Inspec\u021bii de \u00eenalt\u0103 rezolu\u021bie, \u00een mai multe etape<\/td><td>Sarcini de inspec\u021bie simple spre medii<\/td><\/tr><tr><td><strong>Hardware suplimentar necesar<\/strong><\/td><td>Da<\/td>, <td>Nu<\/td><\/tr><tr><td><strong>Interfe\u021be tipice<\/strong><\/td><td>: Industrial Ethernet, GigE, USB<\/td><td>Digital I\/O, Ethernet, IO-Link<\/td><\/tr><\/tbody><\/table>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c427c18 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"c427c18\" 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\t\t<div class=\"elementor-element elementor-element-55e3899 elementor-widget elementor-widget-text-editor\" data-id=\"55e3899\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2><strong>Concluzie: Control central sau inteligen\u021b\u0103 integrat\u0103?<\/strong><\/h2><p>Fie <strong>c\u0103 este un controler de viziune artificial\u0103<\/strong> sau <strong>un dispozitiv inteligent<\/strong> \u2013 alegerea depinde \u00een mare m\u0103sur\u0103 de <strong>complexitatea aplica\u021biei<\/strong> .<\/p><ul><li>Dac\u0103 <strong>mai mul\u021bi senzori<\/strong> trebuie coordona\u021bi sau se genereaz\u0103 <strong>date de imagine de \u00eenalt\u0103 rezolu\u021bie<\/strong> , controlerul este alegerea mai puternic\u0103.<\/li><li>Pentru <strong>aplica\u021bii compacte, independente<\/strong> , cu un singur senzor sau camer\u0103, <strong>dispozitivele inteligente<\/strong> ofer\u0103 o solu\u021bie simpl\u0103 \u0219i eficient\u0103 \u2013 f\u0103r\u0103 hardware suplimentar.<\/li><\/ul><p> <\/p><p>Ambele tehnologii ajut\u0103 la <strong>cre\u0219terea flexibilit\u0103\u021bii \u0219i eficien\u021bei proces\u0103rii imaginilor \u00een automatizare<\/strong> \u2013 de la inteligen\u021ba descentralizat\u0103 a senzorului p\u00e2n\u0103 la platforma central\u0103 de \u00eenalt\u0103 performan\u021b\u0103.<\/p>\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>Controlerele de viziune artificial\u0103 proceseaz\u0103 centralizat datele de imagine \u0219i profil de la mai mul\u021bi senzori, \u00een timp ce dispozitivele inteligente preiau evaluarea direct \u00een senzor. Ambele solu\u021bii permit o viziune artificial\u0103 flexibil\u0103 \u0219i eficient\u0103 \u2013 \u00een func\u021bie de complexitatea aplica\u021biei. <\/p>\n","protected":false},"author":6,"featured_media":22975,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[1772],"tags":[767,7460,7461,2223,1062],"class_list":["post-22973","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-principii-de-baza","tag-camera-inteligenta","tag-dispozitiv-de-control-al-vederii-masinilor","tag-dispozitiv-inteligent","tag-procesarea-imaginilor-industriale","tag-viziune-artificiala"],"_links":{"self":[{"href":"https:\/\/we.automation-inside.com\/ro\/wp-json\/wp\/v2\/posts\/22973","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=22973"}],"version-history":[{"count":1,"href":"https:\/\/we.automation-inside.com\/ro\/wp-json\/wp\/v2\/posts\/22973\/revisions"}],"predecessor-version":[{"id":22977,"href":"https:\/\/we.automation-inside.com\/ro\/wp-json\/wp\/v2\/posts\/22973\/revisions\/22977"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/we.automation-inside.com\/ro\/wp-json\/wp\/v2\/media\/22975"}],"wp:attachment":[{"href":"https:\/\/we.automation-inside.com\/ro\/wp-json\/wp\/v2\/media?parent=22973"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/we.automation-inside.com\/ro\/wp-json\/wp\/v2\/categories?post=22973"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/we.automation-inside.com\/ro\/wp-json\/wp\/v2\/tags?post=22973"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}