{"id":9421,"date":"2025-10-08T13:23:20","date_gmt":"2025-10-08T13:23:20","guid":{"rendered":"https:\/\/automation-inside.com\/ako-povrchy-a-geometrie-ovplyvnuju-svetlo-pri-priemyselnom-spracovani-obrazu\/"},"modified":"2025-11-12T13:33:21","modified_gmt":"2025-11-12T13:33:21","slug":"ako-povrchy-a-geometrie-ovplyvnuju-svetlo-pri-priemyselnom-spracovani-obrazu","status":"publish","type":"post","link":"https:\/\/we.automation-inside.com\/sk\/ako-povrchy-a-geometrie-ovplyvnuju-svetlo-pri-priemyselnom-spracovani-obrazu\/","title":{"rendered":"Ako povrchy a geometrie ovplyv\u0148uj\u00fa svetlo pri priemyselnom spracovan\u00ed obrazu"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"9421\" class=\"elementor elementor-9421 elementor-1603\" 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-8188 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\/sk\/tag\/odraz-svetla\/\" class=\"elementor-post-info__terms-list-item\">Odraz svetla<\/a>, <a href=\"https:\/\/we.automation-inside.com\/sk\/tag\/priemyselne-spracovanie-obrazu\/\" class=\"elementor-post-info__terms-list-item\">Priemyseln\u00e9 spracovanie obrazu<\/a>, <a href=\"https:\/\/we.automation-inside.com\/sk\/tag\/strojove-videnie\/\" class=\"elementor-post-info__terms-list-item\">Strojov\u00e9 videnie<\/a>, <a href=\"https:\/\/we.automation-inside.com\/sk\/tag\/technologia-osvetlenia\/\" class=\"elementor-post-info__terms-list-item\">Technol\u00f3gia osvetlenia<\/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-7827 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\">Ako povrchy a geometrie ovplyv\u0148uj\u00fa svetlo pri priemyselnom spracovan\u00ed obrazu<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3b3c0ff elementor-widget elementor-widget-text-editor\" data-id=\"3b3c0ff\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>Osvetlenie zohr\u00e1va rozhoduj\u00facu \u00falohu pri priemyselnom spracovan\u00ed obrazu: ur\u010duje, ako dobre s\u00fa objekty vidite\u013en\u00e9, ako spo\u013eahlivo sa rozpozn\u00e1vaj\u00fa kontrasty a ako presne m\u00f4\u017eu kamery vykon\u00e1va\u0165 n\u00e1sledn\u00e9 vyhodnotenia. Kvalita obrazu z\u00e1vis\u00ed nielen od samotnej kamery, ale do ve\u013ekej miery aj od toho, ako svetlo dopad\u00e1 na r\u00f4zne povrchy a tvary. Z\u00e1kladn\u00e9 pochopenie t\u00fdchto vz\u0165ahov je rozhoduj\u00face pre efekt\u00edvne a spo\u013eahliv\u00e9 spracovanie obrazu.  <\/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\/10\/TPL-Grafiken-surface-reflection_02.jpg\" class=\"attachment-full size-full wp-image-9423\" alt=\"Ke\u010f svetlo dopad\u00e1 na drsn\u00fd povrch, rozpty\u013euje sa do r\u00f4znych smerov.\" srcset=\"https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/10\/TPL-Grafiken-surface-reflection_02.jpg 1920w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/10\/TPL-Grafiken-surface-reflection_02-300x169.jpg 300w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/10\/TPL-Grafiken-surface-reflection_02-1024x576.jpg 1024w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/10\/TPL-Grafiken-surface-reflection_02-768x432.jpg 768w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/10\/TPL-Grafiken-surface-reflection_02-1536x864.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\">Spr\u00e1vanie sa svetla na povrchu medzi leskl\u00fdm a matn\u00fdm.<\/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-f67efa9 elementor-widget elementor-widget-text-editor\" data-id=\"f67efa9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2>Ako svetlo reaguje na r\u00f4zne text\u00fary povrchu?<\/h2><p>Typ povrchu ur\u010duje, ako sa svetlo odr\u00e1\u017ea, rozpty\u013euje alebo absorbuje.<\/p><h4>Leskl\u00e9 povrchy<\/h4><p>Ke\u010f svetlo dopad\u00e1 na vysoko le\u0161ten\u00fd povrch, odr\u00e1\u017ea sa najm\u00e4 pod rovnomern\u00fdm uhlom &#8211; podobne ako zrkadlo. Av\u0161ak aj ide\u00e1lne zrkadlo odr\u00e1\u017ea len pribli\u017ene 95 % svetla. Pri spracovan\u00ed obrazu to m\u00f4\u017ee vies\u0165 k jasn\u00fdm odrazom, preexponovaniu alebo hor\u00facim bodom, ktor\u00e9 m\u00f4\u017eu ovplyvni\u0165 kontrast a sp\u00f4sobi\u0165 nespr\u00e1vne anal\u00fdzy.  <\/p><h4>Pololeskl\u00e9 alebo mierne \u0161trukt\u00farovan\u00e9 povrchy<\/h4><p>Povrchy, ktor\u00e9 nie s\u00fa ani ve\u013emi leskl\u00e9, ani extr\u00e9mne drsn\u00e9, rozpty\u013euj\u00fa svetlo do mnoh\u00fdch smerov, pri\u010dom v\u00e4\u010d\u0161ina fot\u00f3nov st\u00e1le sleduje uhol odrazu. Pri priemyselnom spracovan\u00ed obrazu to znamen\u00e1, \u017ee osvetlenie mus\u00ed by\u0165 starostlivo nastaven\u00e9 tak, aby sa zabr\u00e1nilo tie\u0148om alebo nerovnomern\u00e9mu jasu. <\/p><h4>Matn\u00e9 povrchy<\/h4><p>Ve\u013emi drsn\u00e9 alebo matn\u00e9 povrchy rozpty\u013euj\u00fa svetlo ve\u013emi rozpt\u00fdlene. V ide\u00e1lnom pr\u00edpade je svetlo rozlo\u017een\u00e9 rovnomerne vo v\u0161etk\u00fdch smeroch, pri\u010dom najvy\u0161\u0161ia intenzita je kolm\u00e1 na povrch. Tak\u00e9to povrchy vytv\u00e1raj\u00fa stabiln\u00fd a rovnomern\u00fd obrazov\u00fd sign\u00e1l, ktor\u00fd u\u013eah\u010duje detekciu kontrastu.  <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-783b7db elementor-widget elementor-widget-text-editor\" data-id=\"783b7db\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h3>Ak\u00fa \u00falohu zohr\u00e1va tvar predmetu?<\/h3><p>Svetlo zachyten\u00e9 fotoapar\u00e1tom ovplyv\u0148uje nielen materi\u00e1l, ale aj geometria objektu.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6631de1 elementor-widget elementor-widget-text-editor\" data-id=\"6631de1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>Ploch\u00e9 povrchy<\/strong><\/p><figure id=\"attachment_1639\" aria-describedby=\"caption-attachment-1639\" style=\"width: 300px\" class=\"wp-caption alignleft\"><img decoding=\"async\" class=\"size-medium wp-image-1639\" src=\"https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/10\/TPL-Grafik_feature-on-surface-01-300x169.jpg\" alt=\"Zn\u00e1zornenie odrazu svetla pri osvetlen\u00ed na rovnom povrchu.\" width=\"300\" height=\"169\" srcset=\"https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/10\/TPL-Grafik_feature-on-surface-01-300x169.jpg 300w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/10\/TPL-Grafik_feature-on-surface-01-1024x576.jpg 1024w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/10\/TPL-Grafik_feature-on-surface-01-768x432.jpg 768w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/10\/TPL-Grafik_feature-on-surface-01-1536x864.jpg 1536w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/10\/TPL-Grafik_feature-on-surface-01.jpg 1921w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><figcaption id=\"caption-attachment-1639\" class=\"wp-caption-text\">Odraz svetla na rovnom povrchu<\/figcaption><\/figure><p>Odrazy svetla sa tu daj\u00fa \u0161peci\u00e1lne kontrolova\u0165. Ak je kamera umiestnen\u00e1 v uhle dopadu odrazen\u00e9ho svetla, v\u00e4\u010d\u0161ina svetla sa dostane do zorn\u00e9ho po\u013ea. Z\u00e1rezy alebo zna\u010dky vytv\u00e1raj\u00fa cielen\u00fa stratu svetla, ktor\u00e1 je na sn\u00edmke vidite\u013en\u00e1 ako kontrast. To je d\u00f4le\u017eit\u00e9 najm\u00e4 pri kontrole k\u00f3dov, \u0161t\u00edtkov alebo ozna\u010den\u00ed.   <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f656e32 elementor-widget elementor-widget-text-editor\" data-id=\"f656e32\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>Obl\u00fakov\u00e9 alebo zakriven\u00e9 povrchy<\/strong><\/p><figure id=\"attachment_1640\" aria-describedby=\"caption-attachment-1640\" style=\"width: 300px\" class=\"wp-caption alignright\"><img decoding=\"async\" class=\"wp-image-1640 size-medium\" src=\"https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/10\/TPL-Grafik_feature-on-surface-02-300x169.jpg\" alt=\"Zn\u00e1zornenie odrazu svetla pri osvetlen\u00ed na zakrivenom povrchu.\" width=\"300\" height=\"169\" srcset=\"https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/10\/TPL-Grafik_feature-on-surface-02-300x169.jpg 300w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/10\/TPL-Grafik_feature-on-surface-02-1024x576.jpg 1024w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/10\/TPL-Grafik_feature-on-surface-02-768x432.jpg 768w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/10\/TPL-Grafik_feature-on-surface-02-1536x864.jpg 1536w, https:\/\/we.automation-inside.com\/wp-content\/uploads\/2025\/10\/TPL-Grafik_feature-on-surface-02.jpg 1921w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><figcaption id=\"caption-attachment-1640\" class=\"wp-caption-text\">Odraz svetla na zakrivenom povrchu<\/figcaption><\/figure><p>Na zakriven\u00fdch povrchoch sa ve\u013ek\u00e1 \u010das\u0165 fot\u00f3nov svetla nedostane do kamery. V praxi to znamen\u00e1, \u017ee kontrasty s\u00fa oslaben\u00e9 a anal\u00fdza je zlo\u017eitej\u0161ia. Na spo\u013eahliv\u00e9 osvetlenie tak\u00fdchto povrchov sa in\u017einieri spoliehaj\u00fa na v\u00e4\u010d\u0161ie alebo viacsmerov\u00e9 osvetlenie, ktor\u00e9 osvet\u013euje objekt rovnomerne z r\u00f4znych uhlov.  <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e9c2758 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"e9c2758\" 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\/de\/Technologie-und-Funktionsweise-der-Beleuchtungstechnik\/s\/Technologie-Beleuchtungstechnik?\">\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\">\u010eal\u0161ie inform\u00e1cie o svetle<\/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-7d2ebf7 elementor-widget elementor-widget-text-editor\" data-id=\"7d2ebf7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2>Ako to ovplyv\u0148uje priemyseln\u00e9 aplik\u00e1cie?<\/h2><p>Znalos\u0165 spr\u00e1vania sa svetla na r\u00f4znych povrchoch je k\u013e\u00fa\u010dov\u00e1 pre mnoh\u00e9 aplik\u00e1cie spracovania obrazu:<\/p><ul><li><strong>Kontrola kvality:<\/strong> Nerovnosti, \u0161krabance alebo zna\u010dky sa musia spo\u013eahlivo rozpozna\u0165. V\u00fdber osvetlenia z\u00e1vis\u00ed od toho, \u010di je povrch leskl\u00fd, matn\u00fd alebo \u0161trukt\u00farovan\u00fd. <\/li><li><strong>Rozpozn\u00e1vanie k\u00f3dov a \u0161t\u00edtkov:<\/strong> Ploch\u00e9 a zakriven\u00e9 povrchy ovplyv\u0148uj\u00fa \u010ditate\u013enos\u0165 \u010diarov\u00fdch k\u00f3dov alebo k\u00f3dov DataMatrix.<\/li><li><strong>Automatizovan\u00e9 triedenie a kontrola:<\/strong> R\u00f4zne materi\u00e1ly si vy\u017eaduj\u00fa r\u00f4zne rie\u0161enia osvetlenia, aby bolo mo\u017en\u00e9 d\u00f4sledne odhali\u0165 objekty.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ea891c elementor-widget elementor-widget-text-editor\" data-id=\"7ea891c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2>Z\u00e1ver: vedom\u00e9 ovl\u00e1danie svetla, povrchu a tvaru<\/h2><p>Spracovanie obrazu je zalo\u017een\u00e9 na kontrastoch a kontrasty vznikaj\u00fa v\u010faka s\u00fahre svetla, materi\u00e1lu a geometrie. Ak pochop\u00edte, ako r\u00f4zne povrchy odr\u00e1\u017eaj\u00fa a rozpty\u013euj\u00fa svetlo, m\u00f4\u017eete cielene pou\u017e\u00edva\u0165 osvetlenie, vyhn\u00fa\u0165 sa odrazom a zlep\u0161i\u0165 kvalitu obrazu. Takto mo\u017eno spo\u013eahlivo rozpozna\u0165 a analyzova\u0165 aj zlo\u017eit\u00e9 objekty, od leskl\u00fdch kovov\u00fdch \u010dast\u00ed a\u017e po matn\u00e9 plastov\u00e9 povrchy.  <\/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-7865 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\" 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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-24142 post type-post status-publish format-standard has-post-thumbnail hentry category-zaklady tag-induktivne-prstencove-senzory tag-kontrola-urovne-naplnenia tag-laserovy-snimac-vzdialenosti tag-leveltech 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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\/sk\/ako-mozno-spolahlivo-merat-hladinu-plnenia-bez-ohladu-na-material-a-medium\/\" >\n\t\t\t\tAko mo\u017eno spo\u013eahlivo mera\u0165 hladinu plnenia \u2013 bez oh\u013eadu na materi\u00e1l a m\u00e9dium?\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\t23 apr\u00edla, 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\/sk\/ako-mozno-spolahlivo-merat-hladinu-plnenia-bez-ohladu-na-material-a-medium\/\" aria-label=\"Viac inform\u00e1ci\u00ed o Ako mo\u017eno spo\u013eahlivo mera\u0165 hladinu plnenia \u2013 bez oh\u013eadu na materi\u00e1l a m\u00e9dium?\" tabindex=\"-1\" >\n\t\t\tK \u010dl\u00e1nku\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-24904 post type-post status-publish format-standard has-post-thumbnail hentry category-aplikacie tag-automobilove-inzinierstvo tag-citanie-kodu tag-inteligentna-kamera-b60\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/we.automation-inside.com\/sk\/ako-je-mozne-spolahlivo-citat-kody-na-dashboardoch-z-velkej-vzdialenosti\/\" 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-24906\" alt=\"Palubn\u00e1 doska auta s nalepen\u00fdmi k\u00f3dov\u00fdmi \u0161t\u00edtkami\" 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\/sk\/ako-je-mozne-spolahlivo-citat-kody-na-dashboardoch-z-velkej-vzdialenosti\/\" >\n\t\t\t\tAko je mo\u017en\u00e9 spo\u013eahlivo \u010d\u00edta\u0165 k\u00f3dy na dashboardoch z ve\u013ekej vzdialenosti?\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\t17 apr\u00edla, 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\/sk\/ako-je-mozne-spolahlivo-citat-kody-na-dashboardoch-z-velkej-vzdialenosti\/\" aria-label=\"Viac inform\u00e1ci\u00ed o Ako je mo\u017en\u00e9 spo\u013eahlivo \u010d\u00edta\u0165 k\u00f3dy na dashboardoch z ve\u013ekej vzdialenosti?\" tabindex=\"-1\" >\n\t\t\tK \u010dl\u00e1nku\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-24886 post type-post status-publish format-standard has-post-thumbnail hentry category-aplikacie tag-rozpoznavanie-objektov tag-test-dokumentu tag-tmave-povrchy tag-vysokorychlostne-loziska\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/we.automation-inside.com\/sk\/ako-mozno-spolahlivo-zistit-obsadenie-policovych-priehradiek-pre-leskle-a-cierne-predmety\/\" 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-19418\" 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\/sk\/ako-mozno-spolahlivo-zistit-obsadenie-policovych-priehradiek-pre-leskle-a-cierne-predmety\/\" >\n\t\t\t\tAko mo\u017eno spo\u013eahlivo zisti\u0165 obsadenie policov\u00fdch priehradiek pre leskl\u00e9 a \u010dierne predmety?\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\t16 apr\u00edla, 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\/sk\/ako-mozno-spolahlivo-zistit-obsadenie-policovych-priehradiek-pre-leskle-a-cierne-predmety\/\" aria-label=\"Viac inform\u00e1ci\u00ed o Ako mo\u017eno spo\u013eahlivo zisti\u0165 obsadenie policov\u00fdch priehradiek pre leskl\u00e9 a \u010dierne predmety?\" tabindex=\"-1\" >\n\t\t\tK \u010dl\u00e1nku\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-7193 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>N\u00e1zov pracovnej poz\u00edcie<\/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>Pri priemyselnom spracovan\u00ed obrazu je rozhoduj\u00faca s\u00fahra svetla, povrchu a tvaru. Zistite, ako odraz a rozptyl ovplyv\u0148uj\u00fa kvalitu obrazu a detekciu kontrastu &#8211; pre optimalizovan\u00e9 koncepcie osvetlenia. <\/p>\n","protected":false},"author":8,"featured_media":9423,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[1069],"tags":[2420,2141,700,1623],"class_list":["post-9421","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zaklady","tag-odraz-svetla","tag-priemyselne-spracovanie-obrazu","tag-strojove-videnie","tag-technologia-osvetlenia"],"_links":{"self":[{"href":"https:\/\/we.automation-inside.com\/sk\/wp-json\/wp\/v2\/posts\/9421","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/we.automation-inside.com\/sk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/we.automation-inside.com\/sk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/we.automation-inside.com\/sk\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/we.automation-inside.com\/sk\/wp-json\/wp\/v2\/comments?post=9421"}],"version-history":[{"count":2,"href":"https:\/\/we.automation-inside.com\/sk\/wp-json\/wp\/v2\/posts\/9421\/revisions"}],"predecessor-version":[{"id":10704,"href":"https:\/\/we.automation-inside.com\/sk\/wp-json\/wp\/v2\/posts\/9421\/revisions\/10704"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/we.automation-inside.com\/sk\/wp-json\/wp\/v2\/media\/9423"}],"wp:attachment":[{"href":"https:\/\/we.automation-inside.com\/sk\/wp-json\/wp\/v2\/media?parent=9421"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/we.automation-inside.com\/sk\/wp-json\/wp\/v2\/categories?post=9421"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/we.automation-inside.com\/sk\/wp-json\/wp\/v2\/tags?post=9421"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}