{"id":2691,"date":"2021-09-18T08:02:07","date_gmt":"2021-09-18T08:02:07","guid":{"rendered":"http:\/\/www.dreamziot.in\/?page_id=2691"},"modified":"2024-03-15T10:14:52","modified_gmt":"2024-03-15T10:14:52","slug":"vision-system","status":"publish","type":"page","link":"https:\/\/www.dreamziot.in\/index.php\/vision-system\/","title":{"rendered":"Vision System"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2691\" class=\"elementor elementor-2691\">\n\t\t\t\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a059d28 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a059d28\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-50a6a2d\" data-id=\"50a6a2d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b7cd528 elementor-widget elementor-widget-wp-widget-bcn_widget\" data-id=\"b7cd528\" data-element_type=\"widget\" data-widget_type=\"wp-widget-bcn_widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"breadcrumbs\" vocab=\"https:\/\/schema.org\/\" typeof=\"BreadcrumbList\"><!-- Breadcrumb NavXT 7.3.0 -->\n<span property=\"itemListElement\" typeof=\"ListItem\"><a property=\"item\" typeof=\"WebPage\" title=\"Go to Dreamziot.\" href=\"https:\/\/www.dreamziot.in\" class=\"home\" ><span property=\"name\">Dreamziot<\/span><\/a><meta property=\"position\" content=\"1\"><\/span> &gt; <span property=\"itemListElement\" typeof=\"ListItem\"><a property=\"item\" typeof=\"WebPage\" title=\"Go to Blog.\" href=\"https:\/\/www.dreamziot.in\/index.php\/blog\/\" class=\"post-root post post-post\" aria-current=\"page\"><span property=\"name\">Blog<\/span><\/a><meta property=\"position\" content=\"2\"><\/span><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d502dae elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d502dae\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-cf3799a\" data-id=\"cf3799a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6f4ec10 elementor-widget elementor-widget-image\" data-id=\"6f4ec10\" data-element_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<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t\t\t<img width=\"421\" height=\"321\" src=\"https:\/\/www.dreamziot.in\/wp-content\/uploads\/2024\/03\/image-12.png\" class=\"attachment-large size-large\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.dreamziot.in\/wp-content\/uploads\/2024\/03\/image-12.png 421w, https:\/\/www.dreamziot.in\/wp-content\/uploads\/2024\/03\/image-12-300x229.png 300w\" sizes=\"(max-width: 421px) 100vw, 421px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-dc23838\" data-id=\"dc23838\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b970918 elementor-widget elementor-widget-text-editor\" data-id=\"b970918\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p>We developed vision system to a robot and you give it eyes, the robot\u00a0<span style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight );\">can find objects in its working envelope \u2014 reducing the need for\u00a0<\/span><span style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight );\">complex and expensive fixtures. This increases the flexibility of robotic\u00a0<\/span><span style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight );\">automation, adapting to variation in part size, shape and location \u2014\u00a0<\/span><span style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight );\">ultimately reducing cell complexity. With vision systems, cartons can\u00a0<\/span><span style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight );\">be palletized and de-palletized, components can be assembled and\u00a0<\/span><span style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight );\">parts lifted off racks and out of bins. It&#8217;s even possible to track and pick\u00a0<\/span><span style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight );\">parts in motion on a conveyor.<\/span><\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6af5e04 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6af5e04\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-461d938\" data-id=\"461d938\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-969df77 elementor-widget elementor-widget-text-editor\" data-id=\"969df77\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<div class=\"flex-1 overflow-hidden\"><div class=\"react-scroll-to-bottom--css-ovafc-79elbk h-full\"><div class=\"react-scroll-to-bottom--css-ovafc-1n7m0yu\"><div class=\"flex flex-col text-sm pb-9\"><div class=\"w-full text-token-text-primary\" data-testid=\"conversation-turn-3\"><div class=\"px-4 py-2 justify-center text-base md:gap-6 m-auto\"><div class=\"flex flex-1 text-base mx-auto gap-3 md:px-5 lg:px-1 xl:px-5 md:max-w-3xl lg:max-w-[40rem] xl:max-w-[48rem] group final-completion\"><div class=\"relative flex w-full flex-col agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col max-w-full\"><div class=\"min-h-[20px] text-message flex flex-col items-start gap-3 whitespace-pre-wrap break-words [.text-message+&amp;]:mt-5 overflow-x-auto\" data-message-author-role=\"assistant\" data-message-id=\"eb35bd5b-2b20-460a-8b46-e6d3d4daba89\"><div class=\"markdown prose w-full break-words dark:prose-invert light\"><ol><li><p><strong>Cameras:<\/strong><\/p><ul><li><strong>Types of Cameras:<\/strong> Robots can use various types of cameras, including RGB cameras for color information, depth cameras for 3D perception, and infrared cameras for low-light or night vision.<\/li><li><strong>Placement:<\/strong> Cameras can be mounted on different parts of the robot, such as the head, body, or arms, depending on the application.<\/li><\/ul><\/li><li><p><strong>Image Processing:<\/strong><\/p><ul><li><strong>Image Capture:<\/strong> The vision system captures images or video frames from the cameras.<\/li><li><strong>Image Pre-processing:<\/strong> Raw images often require pre-processing to enhance features, correct distortions, or filter noise.<\/li><li><strong>Feature Extraction:<\/strong> Algorithms identify relevant features or patterns in the images.<\/li><\/ul><\/li><li><p><strong>Computer Vision Algorithms:<\/strong><\/p><ul><li><strong>Object Recognition:<\/strong> Detect and identify objects in the environment.<\/li><li><strong>Object Tracking:<\/strong> Follow the movement of objects over time.<\/li><li><strong>Depth Sensing:<\/strong> Determine the distance to objects in the robot&#8217;s surroundings.<\/li><li><strong>Semantic Segmentation:<\/strong> Classify different regions of an image into categories.<\/li><li><strong>Pose Estimation:<\/strong> Determine the position and orientation of objects.<\/li><\/ul><\/li><li><p><strong>Machine Learning:<\/strong><\/p><ul><li><strong>Training Models:<\/strong> Use machine learning techniques to train models for specific tasks like object recognition or facial expression analysis.<\/li><li><strong>Neural Networks:<\/strong> Deep learning approaches, including convolutional neural networks (CNNs), are often used for complex vision tasks.<\/li><\/ul><\/li><li><p><strong>Integration with Robot Control:<\/strong><\/p><ul><li><strong>Sensor Fusion:<\/strong> Combine data from vision systems with other sensors, such as lidar or radar, for a more comprehensive understanding of the environment.<\/li><li><strong>Feedback Loop:<\/strong> Vision information can be used to adjust and optimize the robot&#8217;s actions in real-time.<\/li><\/ul><\/li><li><p><strong>Applications:<\/strong><\/p><ul><li><strong>Autonomous Navigation:<\/strong> Robots use vision to navigate through environments, avoiding obstacles and reaching destinations.<\/li><li><strong>Pick and Place:<\/strong> Vision systems enable robots to identify and manipulate objects with precision.<\/li><li><strong>Quality Control:<\/strong> Inspecting products for defects in manufacturing processes.<\/li><li><strong>Human-Robot Interaction:<\/strong> Recognizing and responding to human gestures, expressions, and commands.<\/li><\/ul><\/li><li><p><strong>Challenges:<\/strong><\/p><ul><li><strong>Ambient Conditions:<\/strong> Changes in lighting conditions, shadows, and reflections can affect vision performance.<\/li><li><strong>Real-time Processing:<\/strong> Some applications require fast and real-time processing of visual information.<\/li><li><strong>Robustness:<\/strong> Ensuring the system is reliable and can handle variations in the environment.<\/li><\/ul><\/li><\/ol><p>Implementing a vision system in robotics often involves a multidisciplinary approach, combining expertise in computer vision, machine learning, and robotics. Advances in technology continue to enhance the capabilities of vision systems, enabling robots to perform more complex and versatile tasks.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-11b2f54 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"11b2f54\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-fae0a63\" data-id=\"fae0a63\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-42c970f elementor-align-center elementor-widget elementor-widget-button\" data-id=\"42c970f\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a href=\"https:\/\/www.dreamziot.in\/?page_id=1267\" class=\"elementor-button-link elementor-button elementor-size-md elementor-animation-shrink\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Get Started with US!<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>We developed vision system to a robot and you give it eyes, the robot\u00a0can find objects in its working envelope \u2014 reducing the need for\u00a0complex and expensive fixtures. This increases the flexibility of robotic\u00a0automation, adapting to variation in part size, shape and location \u2014\u00a0ultimately reducing cell complexity. With vision systems, cartons can\u00a0be palletized and de-palletized, <\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0},"_links":{"self":[{"href":"https:\/\/www.dreamziot.in\/index.php\/wp-json\/wp\/v2\/pages\/2691"}],"collection":[{"href":"https:\/\/www.dreamziot.in\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.dreamziot.in\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.dreamziot.in\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.dreamziot.in\/index.php\/wp-json\/wp\/v2\/comments?post=2691"}],"version-history":[{"count":25,"href":"https:\/\/www.dreamziot.in\/index.php\/wp-json\/wp\/v2\/pages\/2691\/revisions"}],"predecessor-version":[{"id":4004,"href":"https:\/\/www.dreamziot.in\/index.php\/wp-json\/wp\/v2\/pages\/2691\/revisions\/4004"}],"wp:attachment":[{"href":"https:\/\/www.dreamziot.in\/index.php\/wp-json\/wp\/v2\/media?parent=2691"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}