{"id":45286,"date":"2019-07-31T20:42:09","date_gmt":"2019-08-01T02:42:09","guid":{"rendered":"https:\/\/www.realsenseai.com\/uncategorized-cn\/robomaker\/"},"modified":"2026-03-19T15:56:03","modified_gmt":"2026-03-19T21:56:03","slug":"robomaker","status":"publish","type":"post","link":"https:\/\/www.realsenseai.com\/cn\/news-insights-cn\/robomaker\/","title":{"rendered":"Robotics and RealSense\u2122 Technology"},"content":{"rendered":"\n<h3>Getting started with Robotics<\/h3>\nAutonomous robots are complicated machines. There are many different systems needed for a robot to understand its environment, learn from it, and then take actions within that environment. Just one of those components can take time to understand, develop and integrate together. The earliest self-driving cars required racks of servers running <a href=\"https:\/\/www.intel.com\/content\/www\/us\/en\/products\/processors\/xeon.html\" target=\"_blank\" rel=\"noopener noreferrer\">Xeon\u00ae processors<\/a> to be able to understand and navigate within their environments. While autonomous robots don\u2019t usually have the same level of constraints as a self-driving car, they do operate in a similar problem space.\n\nWith all these considerations, sometimes it can be challenging to even know where to start with robotics development. Do you begin with the physical robot itself, how it will move around? Or do you figure out how it will perceive the world, or how it will think about it? Do you try and integrate those systems together early, or save that problem for later? How about navigation and visual inference?\n\nThe new AAEON\u00ae UP Squared Robomaker dev kit has been designed to help you remove some of those barriers and get started without needing to worry about system integration. The kit combines the expertise of a number of partners \u2013AAEON and Amazon Web Services \u2013 to allow developers to incorporate AI and machine vision into their robots in as little as one day.\n<h3>What\u2019s in the box?<\/h3>\nThis kit uses multiple different hardware components each optimized to perform the specialized tasks needed to operate the robot efficiently. It includes\n<ul>\n \t<li>An UP Squared board powered by an <a href=\"https:\/\/ark.intel.com\/content\/www\/us\/en\/ark\/products\/96488\/intel-atom-x7-e3950-processor-2m-cache-up-to-2-00-ghz.html\" target=\"_blank\" rel=\"noopener noreferrer\">Atom\u00ae x7-E3950<\/a> processor<\/li>\n \t<li>An UP AI Core X module powered by the <a href=\"https:\/\/www.movidius.com\/myriadx\" target=\"_blank\" rel=\"noopener noreferrer\">Movidius\u2122 Myriad\u2122 X VPU<\/a><\/li>\n \t<li>An <a href=\"https:\/\/www.intelrealsense.com\/depth-camera-d435i\/\">RealSense\u2122 Depth Camera D435i<\/a><\/li>\n \t<li>An M.2 2230 WiFi Kit for UP Squared metal Chassis<\/li>\n \t<li>Software package with <a href=\"https:\/\/aws.amazon.com\/robomaker\/\" target=\"_blank\" rel=\"noopener noreferrer\">AWS RoboMaker<\/a> integrated<\/li>\n<\/ul>\nThere are many advantages to the developer of a system like this with separate but tightly integrated components for different functions. One big concern for robot makers is heating, for example. By utilizing specialized components designed for one function, both heating and power requirements are reduced.\n\nThe RealSense\u2122 depth camera D435i utilizes an on-board vision processor and integrated inertial measurement unit, which means it can provide depth and movement information directly to the system, requiring no external processing of that data. Stereo depth is especially crucial for robotics applications \u2013 knowing how far an obstacle is from the robot enables path planning and collision avoidance. For other robotics applications like robotic arms, by placing the depth camera on the arm, object dimensions can be known accurately, allowing the robot to easily grasp or move around the objects in front of it.\n\nThe Movidius\u00ae Myriad\u00ae X VPU takes the data from the depth camera (including RGB data) and performs visual inference \u2013 the Myriad X is the industry leader for on-device deep neural networks and computer vision applications, making it the perfect choice for robotics and AI applications. It also includes vision accelerators that support stereo depth devices like the D435i.\n\nCombining these components with the Atom CPU, utilizing the <a href=\"https:\/\/software.intel.com\/en-us\/openvino-toolkit\" target=\"_blank\" rel=\"noopener noreferrer\">OpenVino<\/a> toolkit, the cognitive load can be distributed between the specialized components and the general processor for efficient power and heat performance. Since the components all function well within this system with passive cooling, loud or bulky external cooling systems aren\u2019t needed.\n<h3>Artificial Intelligence<\/h3>\nFor robots to be truly useful in many environments, such as warehouses, delivery and many more, they need to understand their environments and adjust to changing conditions. OpenVino and Myriad X use input from the environment to understand and make inferences and drive actions efficiently, allowing robots to truly <a href=\"https:\/\/blogs.intel.com\/iot\/2019\/06\/05\/ai-evolves-from-prototype-to-production-in-new-age-of-democratization\/#gs.li5b7s\" target=\"_blank\" rel=\"noopener noreferrer\">act independently.<\/a> Whether those robots are delivering your latest package, or driving around on Mars, they need to understand the world they\u2019re in.\n\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-4760\" src=\"https:\/\/realsenseai.com\/wp-content\/uploads\/2019\/07\/Mars_Curiosity_Rover.jpg\" alt=\"Image shows Nasa\u2019s Mars Curiosity Rover \/ Robomaker Dev Kit\" width=\"740\" height=\"543\" srcset=\"https:\/\/www.realsenseai.com\/wp-content\/uploads\/2019\/07\/Mars_Curiosity_Rover.jpg 740w, https:\/\/www.realsenseai.com\/wp-content\/uploads\/2019\/07\/Mars_Curiosity_Rover-300x220.jpg 300w\" sizes=\"auto, (max-width: 740px) 100vw, 740px\" \/>\n<h3>Where the cloud comes in<\/h3>\nAWS RoboMaker is a service that makes it easy to develop, test, and deploy intelligent robotics applications at scale. RoboMaker extends the most widely used open-source robotics software framework, Robot Operating System (ROS), with connectivity to cloud services. This includes AWS machine learning services, monitoring services, and analytics services that enable a robot to stream data, navigate, communicate, comprehend, and learn. RoboMaker provides a robotics development environment for application development, a robotics simulation service to accelerate application testing, and a robotics fleet management service for remote application deployment, update, and management. AWS RoboMaker removes the heavy lifting from each step of robotics development so you can focus on creating innovative robotics applications.\n<h3>The end result<\/h3>\nThis kit takes multiple hardware components from one single vendor \u2013 and combines with state of the art cloud, machine vision and robotics software to rapidly accelerate development. This combination allowed <a href=\"https:\/\/www.cogniteam.com\/lynx\/\" target=\"_blank\" rel=\"noopener noreferrer\">Cogniteam<\/a> to start from scratch and incorporate AI and computer vision into their Lynx robotic system in just one day.\n\n<iframe loading=\"lazy\" title=\"Lynx Autonomous ATV by Cogniteam\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/ckU1Bu8tblU?start=5&#038;feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n\nBecause all robots are not built the same, the package doesn\u2019t include components which might change in different type of robots, such as the control board, motor, and wheels. However, the UP team provides links to schematics of a control board, 3D printing files, and accessories to users who would like to build an autonomous robot as the showcase example.\n\n<a class=\"link_single\" style=\"color: #ffffff;\" href=\"https:\/\/up-board.org\/new-launch\/\" target=\"_blank\" rel=\"noopener noreferrer\">Learn more and buy the kit<\/a>\n","protected":false},"excerpt":{"rendered":"<p>Getting started with Robotics Autonomous robots ar [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":42938,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"featured_image_focal_point":[],"inline_featured_image":false,"footnotes":""},"categories":[1211,1193,1208],"tags":[628,629,630,500],"capability_application":[],"industry":[],"class_list":["post-45286","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-stereo-depth-cn","category-news-insights-cn","category-robotics-cn","tag-aaeon-2","tag-d435i-2","tag-robomaker-2","tag-robotics-2"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.7 (Yoast SEO v27.0) - 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