{"id":114985,"date":"2026-10-06T14:10:26","date_gmt":"2026-10-06T12:10:26","guid":{"rendered":"https:\/\/www.hkkgroup.pl\/digital-quality-control-in-manufacturing-what-defects-do-vision-systems-detect\/"},"modified":"2026-10-06T14:13:42","modified_gmt":"2026-10-06T12:13:42","slug":"digital-quality-control-in-manufacturing-what-defects-do-vision-systems-detect","status":"publish","type":"post","link":"https:\/\/www.hkkgroup.pl\/en\/digital-quality-control-in-manufacturing-what-defects-do-vision-systems-detect\/","title":{"rendered":"Digital Quality Control in Manufacturing\u2014What Defects Do Vision Systems Detect?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"114985\" class=\"elementor elementor-114985 elementor-114929\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fbd500d e-flex e-con-boxed e-con e-parent\" data-id=\"fbd500d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ed544c6 elementor-widget elementor-widget-text-editor\" data-id=\"ed544c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Shortcuts<\/strong><\/p>\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-539975b elementor-widget elementor-widget-text-editor\" data-id=\"539975b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ol><li><a href=\"#jakie_bledy_moga_wykrywac_systemy_wizyjne\">What kinds of errors can vision systems detect?<\/a><\/li><li><a href=\"#kontrola_obecnosci_i_kompletnosci_produktu\">Checking the Presence and Completeness of the Product<\/a><\/li><li><a href=\"#kontrola_poprawnosci_montazu_i_polozenia_elementow\">Verification of the correctness of the assembly and positioning of components<\/a><\/li><li><a href=\"#wykrywanie_wad_powierzchniowych_i_wizualnych\">Detection of Surface and Visual Defects<\/a><\/li><li><a href=\"#kontrola_wymiarow_i_geometrii_produktu\">Inspection of product dimensions and geometry<\/a><\/li><li><a href=\"#kontrola_nadrukow_etykiet_tekstu_i_kodow\">Inspection of prints, labels, text, and codes<\/a><\/li><li><a href=\"#gdzie_stosowac_wizyjna_kontrole_jakosci\">Where should vision-based quality control be used?<\/a><\/li><li><a href=\"#dlaczego_automatyczna_kontrola_na_linii_ogranicza_ryzyko_przeoczenia_bledu\">Why does automated inspection on the production line reduce the risk of overlooking an error?<\/a><\/li><li><a href=\"#automatyczna_kontrola_jakosci_z_hkk_group\">Automated Quality Control with HKK Group<\/a><\/li><li><a href=\"#najwazniejsze_informacje\">Highlights<\/a><\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\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-c905d5d e-flex e-con-boxed e-con e-parent\" data-id=\"c905d5d\" data-element_type=\"container\" data-e-type=\"container\" id=\"automatyczna_kontrola_jakosci\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-2affa6f e-con-full e-flex e-con e-child\" data-id=\"2affa6f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-768331e elementor-widget elementor-widget-text-editor\" data-id=\"768331e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>On a production line, even a minor nonconformity can lead to further problems: a process shutdown, the need to resort a batch, a customer complaint, or the shipment of a product that does not meet the required specifications. <span style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\">That is why more and more companies are using <\/span><a href=\"https:\/\/www.hkkgroup.pl\/en\/vision-systems-for-quality-control-how-do-they-work-and-what-are-they-made-of\/\"><strong style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\">vision systems for automated quality control<\/strong><\/a><span style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\"> directly during production, assembly, and packaging.<\/span><\/p><p>Machine Vision allows you to inspect successive products according to the same criteria and respond to nonconformities exactly where they are detected. The range of capabilities is broad\u2014from simply confirming the presence of a component to analyzing markings, geometry, or specific surface characteristics of the product. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\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-b6148b8 e-flex e-con-boxed e-con e-parent\" data-id=\"b6148b8\" data-element_type=\"container\" data-e-type=\"container\" id=\"jakie_bledy_moga_wykrywac_systemy_wizyjne\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-67d8454 e-con-full e-flex e-con e-child\" data-id=\"67d8454\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fc790f5 elementor-widget elementor-widget-image\" data-id=\"fc790f5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1500\" height=\"1528\" src=\"https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/10\/Datalogic-machine-vision-pharmacy.jpg\" class=\"attachment-full size-full wp-image-114995\" alt=\"\" srcset=\"https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/10\/Datalogic-machine-vision-pharmacy.jpg 1500w, https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/10\/Datalogic-machine-vision-pharmacy-295x300.jpg 295w, https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/10\/Datalogic-machine-vision-pharmacy-1005x1024.jpg 1005w, https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/10\/Datalogic-machine-vision-pharmacy-768x782.jpg 768w\" sizes=\"(max-width: 1500px) 100vw, 1500px\" \/>\t\t\t\t\t\t\t\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-da594d2 elementor-widget elementor-widget-spacer\" data-id=\"da594d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6f0291c e-con-full e-flex e-con e-child\" data-id=\"6f0291c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-29e66c5 elementor-widget elementor-widget-heading\" data-id=\"29e66c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What kinds of errors can vision systems detect?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9e76ae2 elementor-widget elementor-widget-text-editor\" data-id=\"9e76ae2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>There is no single, universal list of defects that every vision system can automatically detect. The scope of inspection depends on the specific product, the type of nonconformity, how the object is presented to the camera, lighting conditions, and the algorithms used. <\/p><p>However, a vision system can be designed to detect many recurring problems that occur in industrial processes.<\/p><p>The most common ones are:<\/p><ul><li>the absence of a specific component,<\/li><li>use of an incorrect component,<\/li><li>incorrect positioning of parts,<\/li><li>incorrect product orientation,<\/li><li>incomplete assembly,<\/li><li>selected surface defects,<\/li><li>dimensional discrepancy,<\/li><li>no print,<\/li><li>incorrect text,<\/li><li>missing or incorrectly placed label,<\/li><li>the label is illegible,<\/li><li>The code does not match the expected product.<\/li><\/ul><p>However, the most important thing is not how many features a particular camera has, but whether the entire system can <strong>reliably and consistently distinguish between compliant and non-compliant products<\/strong>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\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-b8c0a3e e-flex e-con-boxed e-con e-parent\" data-id=\"b8c0a3e\" data-element_type=\"container\" data-e-type=\"container\" id=\"kontrola_obecnosci_i_kompletnosci_produktu\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-c853732 e-con-full e-flex e-con e-child\" data-id=\"c853732\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5e97f6c elementor-widget elementor-widget-video\" data-id=\"5e97f6c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=P_HeIYtisa4&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\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-03b4ad6 e-con-full e-flex e-con e-child\" data-id=\"03b4ad6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-77a7461 elementor-widget elementor-widget-heading\" data-id=\"77a7461\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Checking the Presence and Completeness of the Product<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c3b1939 elementor-widget elementor-widget-text-editor\" data-id=\"c3b1939\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>One of the most common applications of machine vision is verifying that a product contains all the required components.  <span style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\">The system can verify the presence of, for example: screws, nuts, gaskets, caps, plugs, electronic components, packaging elements, or a specific part of a set.<\/span><\/p><p>The inspection can take place immediately after a specific assembly operation is completed. If any component is missing, the system reports the nonconformity, allowing the problem to be detected before the product moves on to the next stage of the process. <\/p><p>It is also possible to inspect several components at the same time. The camera then analyzes specific areas of the image and verifies whether the required components are in the correct locations. <\/p><p>This application is particularly useful in mass production processes, where omitting a single component may be difficult to detect during a quick manual inspection.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\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-9f634dd e-flex e-con-boxed e-con e-parent\" data-id=\"9f634dd\" data-element_type=\"container\" data-e-type=\"container\" id=\"kontrola_poprawnosci_montazu_i_polozenia_elementow\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d75768a e-con-full e-flex e-con e-child\" data-id=\"d75768a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2703c7e elementor-widget elementor-widget-image\" data-id=\"2703c7e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"588\" height=\"457\" src=\"https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/10\/PCB-WAHTARI-III.jpg\" class=\"attachment-large size-large wp-image-114988\" alt=\"\" srcset=\"https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/10\/PCB-WAHTARI-III.jpg 588w, https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/10\/PCB-WAHTARI-III-300x233.jpg 300w\" sizes=\"(max-width: 588px) 100vw, 588px\" \/>\t\t\t\t\t\t\t\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-8e0b4c8 elementor-widget elementor-widget-spacer\" data-id=\"8e0b4c8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-deecc0d e-con-full e-flex e-con e-child\" data-id=\"deecc0d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1011667 elementor-widget elementor-widget-heading\" data-id=\"1011667\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Verification of the correctness of the assembly and positioning of components<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b030f7 elementor-widget elementor-widget-text-editor\" data-id=\"1b030f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The mere presence of a component does not necessarily mean that it has been installed correctly.<\/p><p>An element may be <span style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\">misaligned, <\/span><span style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\">rotated, <\/span><span style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\">not pressed in properly, <\/span><span style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\">placed on the wrong side, <\/span><span style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\">installed in the wrong location, <\/span> or<span style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\">replaced with the wrong variant.<\/span><\/p><p>The vision system can analyze the position of a part relative to specific reference points and compare it to the required layout.<\/p><p>This allows for automatic verification of proper assembly without the need to manually inspect each product.<\/p><p>This is particularly important in mass production. If an assembly error results from improper machine or process setup, it can be replicated in many subsequent units. Detecting it immediately after the operation is performed allows this process to be stopped more quickly.  <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\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-6d50258 e-flex e-con-boxed e-con e-parent\" data-id=\"6d50258\" data-element_type=\"container\" data-e-type=\"container\" id=\"wykrywanie_wad_powierzchniowych_i_wizualnych\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-c03184e e-con-full e-flex e-con e-child\" data-id=\"c03184e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aa932e8 elementor-widget elementor-widget-image\" data-id=\"aa932e8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/elementor\/thumbs\/IMG_2584-qw2ij6i6kibb0gjluxzoi9c285asoaqq9603mwrvx4.jpg\" title=\"Datalogic scanning gateway \u2013 Dimark Showroom\" alt=\"Tire conveyor and scanning gate with Datalogic automatic scanners\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\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-8c4b2b7 e-con-full e-flex e-con e-child\" data-id=\"8c4b2b7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-30d00aa elementor-widget elementor-widget-heading\" data-id=\"30d00aa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Detection of Surface and Visual Defects<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cd94565 elementor-widget elementor-widget-text-editor\" data-id=\"cd94565\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Machine vision can also be used to analyze the appearance of a product&#8217;s surface. Depending on the material, product type, and inspection method, the system can detect, among other things: <\/p><ul><li>scratches, cracks, chips, deformations,<\/li><li>dirt,<\/li><li>incorrect color,<\/li><li>differences in structure,<\/li><li>other visible deviations from the established standard.<\/li><\/ul><p>This type of check is more involved than simply verifying the presence of an element.<\/p><p>Even a conforming product may exhibit some natural variation, so it is necessary to define the line between an acceptable difference and an actual defect.<\/p><p>Stable imaging conditions are crucial in such applications\u2014appropriate lighting, product presentation, and algorithms capable of distinguishing nonconformity from natural variation.<\/p><p>In more complex applications, solutions that utilize machine learning or artificial intelligence may also be used.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\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-d3442c2 e-flex e-con-boxed e-con e-parent\" data-id=\"d3442c2\" data-element_type=\"container\" data-e-type=\"container\" id=\"kontrola_wymiarow_i_geometrii_produktu\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-fd510ef e-con-full e-flex e-con e-child\" data-id=\"fd510ef\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-23fa9e1 elementor-widget elementor-widget-image\" data-id=\"23fa9e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"953\" src=\"https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/10\/PEKAT.VISION.EASE_.OF_.USE_.SCREWS1050X977.TINY_-1024x953.png\" class=\"attachment-large size-large wp-image-114986\" alt=\"\" srcset=\"https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/10\/PEKAT.VISION.EASE_.OF_.USE_.SCREWS1050X977.TINY_-1024x953.png 1024w, https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/10\/PEKAT.VISION.EASE_.OF_.USE_.SCREWS1050X977.TINY_-300x279.png 300w, https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/10\/PEKAT.VISION.EASE_.OF_.USE_.SCREWS1050X977.TINY_-768x715.png 768w, https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/10\/PEKAT.VISION.EASE_.OF_.USE_.SCREWS1050X977.TINY_.png 1050w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\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-0ad0e7c elementor-widget elementor-widget-spacer\" data-id=\"0ad0e7c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5466ff5 e-con-full e-flex e-con e-child\" data-id=\"5466ff5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-445aa40 elementor-widget elementor-widget-heading\" data-id=\"445aa40\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Inspection of Product Dimensions and Geometry<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d8b2763 elementor-widget elementor-widget-text-editor\" data-id=\"d8b2763\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The camera image can also be used to take specific measurements.<\/p><p>The video system can analyze, among other things:<\/p><ul><li>edge location,<\/li><li>width,<\/li><li>length,<\/li><li>diameter,<\/li><li>the distance between the elements,<\/li><li>angles,<\/li><li>conformity of the shape to the required standard.<\/li><\/ul><p>This allows for non-contact inspection of selected geometric parameters without stopping the product.<\/p><p>However, a machine vision system is not automatically a substitute for every specialized metrology device. The applicability of machine vision depends on the required accuracy, the size of the area being inspected, and the process conditions.   <span style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\">If the tolerance is very small, measurement requirements must be taken into account as early as the application design stage.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\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-c07eb16 e-flex e-con-boxed e-con e-parent\" data-id=\"c07eb16\" data-element_type=\"container\" data-e-type=\"container\" id=\"kontrola_nadrukow_etykiet_tekstu_i_kodow\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-8722885 e-con-full e-flex e-con e-child\" data-id=\"8722885\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ee7eea4 elementor-widget elementor-widget-image\" data-id=\"ee7eea4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/elementor\/thumbs\/Machine-vision-wizyjna-kontrola-zawartosci-qxcbe0uycu3pxf6m2o1nybcjjccbnq82awlkoo387g.jpg\" title=\"Datalogic \u2013 vision-based label inspection\" alt=\"Machine Vision system - label control with Datalogic scanner\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\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-fc07e5d e-con-full e-flex e-con e-child\" data-id=\"fc07e5d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fd67d4e elementor-widget elementor-widget-heading\" data-id=\"fd67d4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Inspection of prints, labels, text, and codes<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a4d4b4 elementor-widget elementor-widget-text-editor\" data-id=\"5a4d4b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Another broad area of application for vision systems is the inspection of product labeling and packaging.<\/p><p>The system can check:<\/p><ul><li>Is the label on the product,<\/li><li>whether it was placed in the correct location,<\/li><li>Is there a print on it,<\/li><li>Is the required information located in the appropriate section,<\/li><li>Can the text be read,<\/li><li>Is the lot number correct,<\/li><li>Has the date been entered,<\/li><li>Can the barcode or 2D code be scanned,<\/li><li>whether the scanned code corresponds to the correct product.<\/li><\/ul><p>OCR technology makes it possible to automatically recognize text on packaging, labels, and products.  <span style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\">The system can therefore compare the information it has read with the expected data for a specific order, product, or batch.<\/span><\/p><p>However, it is important to distinguish between <strong>reading a code<\/strong> and its formal <strong>quality verification<\/strong>. Specialized barcode and 2D code verifiers are used to assess the technical quality of codes according to specific standards. <\/p><p>If you&#8217;re interested in this topic, you can find more information in our resources on <a href=\"https:\/\/www.hkkgroup.pl\/en\/offer\/barcode-validators\/\"><strong>barcode and 2D code verification<\/strong>.<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\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-1758f3a e-flex e-con-boxed e-con e-parent\" data-id=\"1758f3a\" data-element_type=\"container\" data-e-type=\"container\" id=\"gdzie_stosowac_wizyjna_kontrole_jakosci\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-ed4d3a9 e-con-full e-flex e-con e-child\" data-id=\"ed4d3a9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e35e01f elementor-widget elementor-widget-image\" data-id=\"e35e01f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"725\" src=\"https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/01\/Automatyczny-skaner-kodow-datalogic-linia-produkcyjna-1024x725.jpg\" class=\"attachment-large size-large wp-image-109364\" alt=\"Datalogic Matrix 220 - scanning gateway on confectionery production line\" srcset=\"https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/01\/Automatyczny-skaner-kodow-datalogic-linia-produkcyjna-1024x725.jpg 1024w, https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/01\/Automatyczny-skaner-kodow-datalogic-linia-produkcyjna-300x212.jpg 300w, https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/01\/Automatyczny-skaner-kodow-datalogic-linia-produkcyjna-768x544.jpg 768w, https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/01\/Automatyczny-skaner-kodow-datalogic-linia-produkcyjna-1536x1087.jpg 1536w, https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/01\/Automatyczny-skaner-kodow-datalogic-linia-produkcyjna.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\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-0397d58 elementor-widget elementor-widget-image\" data-id=\"0397d58\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2022\/11\/zebra-automation-2-1024x683.jpg\" class=\"attachment-large size-large wp-image-83602\" alt=\"Zebra Automation automatic scanning device\" srcset=\"https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2022\/11\/zebra-automation-2-1024x683.jpg 1024w, https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2022\/11\/zebra-automation-2-300x200.jpg 300w, https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2022\/11\/zebra-automation-2-768x512.jpg 768w, https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2022\/11\/zebra-automation-2-1536x1024.jpg 1536w, https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2022\/11\/zebra-automation-2-600x400.jpg 600w, https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2022\/11\/zebra-automation-2.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\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-8533d55 elementor-widget elementor-widget-spacer\" data-id=\"8533d55\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9da9b13 e-con-full e-flex e-con e-child\" data-id=\"9da9b13\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-971fcbe elementor-widget elementor-widget-heading\" data-id=\"971fcbe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Where should vision-based quality control be used?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9bfd8a6 elementor-widget elementor-widget-text-editor\" data-id=\"9bfd8a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The vision system can be installed at various points in the process\u2014anywhere the product can be properly positioned in front of the camera and there is a clearly defined inspection criterion.<\/p><p><strong>Manufacturing and Assembly &#8211; <\/strong><span style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\">Inspection may take place immediately after a specific operation is performed. <\/span><span style=\"word-spacing: normal; background-color: rgba(255, 255, 255, 0);\">The system then checks whether the component has been installed and is in the correct position. <\/span><span style=\"word-spacing: normal; background-color: rgba(255, 255, 255, 0);\">This allows errors to be detected before the product moves on to the next station.<\/span><\/p><p><strong>Packaging &#8211; <\/strong><span style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\">Machine vision can verify the completeness of the package, the presence of the product, accessories, or specific parts of the set. <\/span><span style=\"word-spacing: normal; background-color: rgba(255, 255, 255, 0);\">The inspection can also include the method of sealing the package and the presence of required markings.<\/span><\/p><p><strong>Labeling &#8211; <\/strong><span style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\">After <a href=\"https:\/\/www.hkkgroup.pl\/en\/offer\/automatic-label-applicators-and-print-apply-systems\/\">a label<\/a> <\/span><span style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\">is <\/span><span style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\"> automatically applied, a vision system can verify that <\/span><span style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\">the label is present and <\/span><span style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\">in the correct position. This <\/span>makes inspection an integral part of the automatic labeling process, rather than a separate operation performed only after the process is complete.<\/p><p><strong>Final inspection &#8211; <\/strong><span style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\">The system can also be located at the end of the line. <\/span><span style=\"word-spacing: normal; background-color: rgba(255, 255, 255, 0);\">In this case, its task is to check selected characteristics of the finished product before packaging, palletizing, or transferring it to the next stage of logistics.<\/span><\/p><p><strong>Logistics Processes &#8211; <\/strong><span style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\">Vision technology is also used outside of manufacturing. <\/span><span style=\"word-spacing: normal; background-color: rgba(255, 255, 255, 0);\">Among other things, it can support <a href=\"https:\/\/www.hkkgroup.pl\/en\/offer\/stationary-industrial-code-scanners\/\">automatic code reading<\/a>, shipment identification, order picking, and monitoring the flow of products in scanning tunnels and <a href=\"https:\/\/www.hkkgroup.pl\/en\/code-scanning-gates-in-logistics-and-manufacturing\/\">logistics gates.<\/a><\/span><\/p><p>However, this is a separate area of application for machine vision. We discuss this topic in more detail in our materials on vision technology in logistics. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\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-aa04292 e-flex e-con-boxed e-con e-parent\" data-id=\"aa04292\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-10a5b9a e-con-full e-flex e-con e-child\" data-id=\"10a5b9a\" data-element_type=\"container\" data-e-type=\"container\" id=\"jak_dobrac_system_wizyjny_do_kontroli_jakosci\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f01e3c3 elementor-widget elementor-widget-image\" data-id=\"f01e3c3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"784\" src=\"https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/10\/Anomaly.Carburetor.II_.1920x1678-450x392@2x.webp\" class=\"attachment-large size-large wp-image-114987\" alt=\"\" srcset=\"https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/10\/Anomaly.Carburetor.II_.1920x1678-450x392@2x.webp 900w, https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/10\/Anomaly.Carburetor.II_.1920x1678-450x392@2x-300x261.webp 300w, https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/10\/Anomaly.Carburetor.II_.1920x1678-450x392@2x-768x669.webp 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\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-ae7481d e-con-full e-flex e-con e-child\" data-id=\"ae7481d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9f3c8da elementor-widget elementor-widget-heading\" data-id=\"9f3c8da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Why does automated inspection on the production line reduce the risk of missing an error?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c42300 elementor-widget elementor-widget-text-editor\" data-id=\"4c42300\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The greatest advantage of on-line inspection is not simply replacing the operator\u2019s eyes with a camera. The key point is that <strong>the detection of nonconformities becomes an integral part of the production process<\/strong>. <\/p><p>If the inspection is not conducted until after a large batch has been completed, a significant amount of time may elapse between when an error occurs and when it is detected. During this period, the same cause may result in additional nonconforming products. <\/p><p>A system that operates directly at the workstation allows for a much earlier response.<\/p><p>Once a nonconformity has been identified, the following actions, among others, are possible:<\/p><ul><li>labeling the product as NOK,<\/li><li>automatic rejection of defective items,<\/li><li>suspension of the proceedings,<\/li><li>triggering an alarm,<\/li><li>saving a photo of a non-compliant product,<\/li><li>assigning the result to a specific item or lot,<\/li><li>transfer of data to the master system.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\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-c58fd78 e-flex e-con-boxed e-con e-parent\" data-id=\"c58fd78\" data-element_type=\"container\" data-e-type=\"container\" id=\"dlaczego_automatyczna_kontrola_na_linii_ogranicza_ryzyko_przeoczenia_bledu\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-b003716 e-con-full e-flex e-con e-child\" data-id=\"b003716\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aa55f13 elementor-widget elementor-widget-image\" data-id=\"aa55f13\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"749\" src=\"https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/01\/Datalogic-Matrix-skaner-kodow-produkcja-1024x749.jpg\" class=\"attachment-large size-large wp-image-109847\" alt=\"Automatic scan of a Datamatrix code placed on a car engine in a factory. Datalogic Matrix 320 scanner on a production line\" srcset=\"https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/01\/Datalogic-Matrix-skaner-kodow-produkcja-1024x749.jpg 1024w, https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/01\/Datalogic-Matrix-skaner-kodow-produkcja-300x220.jpg 300w, https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/01\/Datalogic-Matrix-skaner-kodow-produkcja-768x562.jpg 768w, https:\/\/www.hkkgroup.pl\/wp-content\/uploads\/2026\/01\/Datalogic-Matrix-skaner-kodow-produkcja.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\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-b05ea5c elementor-widget elementor-widget-spacer\" data-id=\"b05ea5c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6c26b19 e-con-full e-flex e-con e-child\" data-id=\"6c26b19\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b41f4fd elementor-widget elementor-widget-text-editor\" data-id=\"b41f4fd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\">As a result, quality control is not merely a stage in product evaluation. It becomes a mechanism for providing rapid feedback throughout the entire process. <\/span><\/p><p>Another major benefit is the ability to monitor successive items passing through a specific point and apply the same, predefined criteria to them.<\/p><p>It is precisely this combination <strong>of detection, product identification, result recording, and immediate response<\/strong> that constitutes one of the most important advantages of automated in-line quality control.<\/p><p>We discuss the entire ecosystem of technologies used for automated inspection in more detail in the article <a href=\"https:\/\/www.hkkgroup.pl\/en\/automated-quality-control-in-manufacturing-and-logistics\/\"><strong>\u201cAutomated Quality Control in Manufacturing and Logistics.\u201d<\/strong><\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\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-4396f04 e-flex e-con-boxed e-con e-parent\" data-id=\"4396f04\" data-element_type=\"container\" data-e-type=\"container\" id=\"automatyczna_kontrola_jakosci_z_hkk_group\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-c56a917 e-con-full e-flex e-con e-child\" data-id=\"c56a917\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b81b252 elementor-widget elementor-widget-video\" data-id=\"b81b252\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=mOH3CuvohH8&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e1cff69 elementor-widget elementor-widget-spacer\" data-id=\"e1cff69\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-86d94a0 e-con-full e-flex e-con e-child\" data-id=\"86d94a0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3621107 elementor-widget elementor-widget-heading\" data-id=\"3621107\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Automated Quality Control with HKK Group and Our Partners<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1abd415 elementor-widget elementor-widget-text-editor\" data-id=\"1abd415\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>HKK Group supports manufacturing and logistics companies in the design and implementation of automatic identification, automation, and machine vision solutions.  <strong>We partner with leading technology providers such as Zebra, Datalogic, and Pekat Vision.<\/strong><\/p><p>In the case of visual quality control, the starting point is a specific application and a clearly defined defect that the system is designed to detect.  <span style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\">We analyze the process, the product being inspected, examples of conforming and nonconforming items, and how the inspection results should influence the rest of the production process.  <\/span><span style=\"background-color: rgba(255, 255, 255, 0); word-spacing: normal;\">Based on this, you can select the appropriate technology and test the solution.<\/span><\/p><p>If you want to find out <strong>whether a specific error in your process can be detected automatically<\/strong>, please contact HKK Group. We will analyze your application and help you design a solution tailored to your actual production requirements. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\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-d72f3a0 e-flex e-con-boxed e-con e-parent\" data-id=\"d72f3a0\" data-element_type=\"container\" data-e-type=\"container\" id=\"najwazniejsze_informacje\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c112abc elementor-widget elementor-widget-heading\" data-id=\"c112abc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Key information:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e5927a0 icon-position-mobile-left icon-vertical-align-center content-align-left icon-box-vertical-align-top icon-position-left elementor-widget elementor-widget-the7_icon_box_grid_widget\" data-id=\"e5927a0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"the7_icon_box_grid_widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"the7-box-grid-wrapper the7-elementor-widget loading-effect-none the7_icon_box_grid_widget-e5927a0\">\t\t\t<div class=\"dt-css-grid\">\n\t\t\t\t\t\t\t\t\t<div class=\"wf-cell shown\">\n\t\t\t\t\t\t<div class=\"the7-icon-box-grid\">\t\t\t\t\t\t\t<div class=\"box-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-icon-div\" aria-label=\"Vision systems can detect missing parts, assembly errors, misalignment, specific surface defects, dimensional nonconformities, and labeling errors.\">\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-icon\">\n\t\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"the7bootstrap- the7-bootstrap-check2\"><\/i>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h4 class=\"box-heading\">\n\t\t\t\t\t\t\t\t\t\t\t<a aria-label=\"Vision systems can detect missing parts, assembly errors, misalignment, specific surface defects, dimensional nonconformities, and labeling errors.\">\t\t\t\t\t\t\t\t\t\t\t\tVision systems can detect missing parts, assembly errors, misalignment, specific surface defects, dimensional nonconformities, and labeling errors.\t\t\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t<\/h4>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"wf-cell shown\">\n\t\t\t\t\t\t<div class=\"the7-icon-box-grid\">\t\t\t\t\t\t\t<div class=\"box-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-icon-div\" aria-label=\"Inspections can be conducted directly during production, assembly, packaging, and labeling, which allows for a faster response to nonconformities.\">\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-icon\">\n\t\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"the7bootstrap- the7-bootstrap-check2\"><\/i>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h4 class=\"box-heading\">\n\t\t\t\t\t\t\t\t\t\t\t<a aria-label=\"Inspections can be conducted directly during production, assembly, packaging, and labeling, which allows for a faster response to nonconformities.\">\t\t\t\t\t\t\t\t\t\t\t\tInspections can be conducted directly during production, assembly, packaging, and labeling, which allows for a faster response to nonconformities.\t\t\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t<\/h4>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"wf-cell shown\">\n\t\t\t\t\t\t<div class=\"the7-icon-box-grid\">\t\t\t\t\t\t\t<div class=\"box-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-icon-div\" aria-label=\"It is crucial to precisely define the characteristic that distinguishes a conforming product from a non-conforming product.\">\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-icon\">\n\t\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"the7bootstrap- the7-bootstrap-check2\"><\/i>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h4 class=\"box-heading\">\n\t\t\t\t\t\t\t\t\t\t\t<a aria-label=\"It is crucial to precisely define the characteristic that distinguishes a conforming product from a non-conforming product.\">\t\t\t\t\t\t\t\t\t\t\t\tIt is crucial to precisely define the characteristic that distinguishes a conforming product from a non-conforming product.\t\t\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t<\/h4>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"wf-cell shown\">\n\t\t\t\t\t\t<div class=\"the7-icon-box-grid\">\t\t\t\t\t\t\t<div class=\"box-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-icon-div\" aria-label=\"Combining vision inspection with automation makes it possible not only to detect a defect, but also to reject the product, record the result, and link it to a specific item or batch.\">\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-icon\">\n\t\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"the7bootstrap- the7-bootstrap-check2\"><\/i>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h4 class=\"box-heading\">\n\t\t\t\t\t\t\t\t\t\t\t<a aria-label=\"Combining vision inspection with automation makes it possible not only to detect a defect, but also to reject the product, record the result, and link it to a specific item or batch.\">\t\t\t\t\t\t\t\t\t\t\t\tCombining vision inspection with automation makes it possible not only to detect a defect, but also to reject the product, record the result, and link it to a specific item or batch.\t\t\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t<\/h4>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\t\t\t\t<\/div>\n\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>Vision systems can detect missing parts, assembly errors, misaligned components, surface defects, and incorrect markings. Find out where in the manufacturing process it\u2019s worth using automated image inspection. <\/p>\n","protected":false},"author":3,"featured_media":114989,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[252],"tags":[388,426],"class_list":["post-114985","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-expert-advice","tag-automation","tag-machine-vision-en"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO Pro 5.0.2.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"Digital quality control on the production line helps detect missing parts, assembly errors, and product defects. 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