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class='container' ><main role="main" itemprop="mainContentOfPage" class='template-page content av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-2017'><div class='entry-content-wrapper clearfix'><div class="flex_column av_one_half first avia-builder-el-0 el_before_av_one_half avia-builder-el-first "><div style='padding-bottom:10px;' class='av-special-heading av-special-heading-h2 blockquote modern-quote avia-builder-el-1 el_before_av_textblock avia-builder-el-first '><h2 class='av-special-heading-tag' itemprop="headline" >Software Components</h2><div class='special-heading-border'><div class='special-heading-inner-border' ></div></div></div> <p><section class="av_textblock_section" itemscope="itemscope" itemtype="https://schema.org/CreativeWork" ><div class='avia_textblock ' itemprop="text" ><p>The RoboEarth system consists of various software components, with the core cloud infrastructure provided by the RoboEarth databases (RoboEarth DB) and the RoboEarth Cloud Engine (Rapyuta). Additional software components can access the RoboEarth DB to query and store data and can be deployed for execution in Rapyuta or locally on the robot, depending on the desired use case (see figure to the right for an example setup). All components can also be used independently. All RoboEarth software components are available under open source licenses. Detailed descriptions and relevant links for all components are provided below.</p> <p>For general questions relating to RoboEarth software, please use the <a href="https://lists.roboearth.org/mailman/listinfo/roboearth-users_roboearth.org">RoboEarth mailing list</a>. For questions related to usage, feature requests, suggestions and general discussions on Rapyuta (the RoboEarth Cloud Engine), please use the <a href="http://groups.google.com/d/forum/rapyuta">Rapyuta Google groups</a>.</p> </div></section></div> <div class="flex_column av_one_half avia-builder-el-3 el_after_av_one_half el_before_av_tab_container "><div class='avia-image-container av-styling- avia-builder-el-4 el_before_av_textblock avia-builder-el-first avia-align-center ' itemscope="itemscope" itemtype="https://schema.org/ImageObject" ><div class='avia-image-container-inner'><img class='avia_image ' src='../wp-content/uploads/2013/02/softwareOverview2.png' alt='' title='softwareOverview' itemprop="contentURL" /></div></div> <section class="av_textblock_section" itemscope="itemscope" itemtype="https://schema.org/CreativeWork" ><div class='avia_textblock ' itemprop="text" ><p>A simplified architectural diagram of the integrated RoboEarth system that was used during the <a href='../roboearth-public-demo-mini-symposium/index.html'>final demonstrator</a>.</p> </div></section></div> <div class="tabcontainer top_tab avia-builder-el-6 el_after_av_one_half avia-builder-el-last "> <section class="av_tab_section" itemscope="itemscope" itemtype="https://schema.org/CreativeWork" > <div data-fake-id="#tab-id-1" class="tab active_tab" itemprop="headline" >Rapyuta</div> <div id="tab-id-1-container" class="tab_content active_tab_content"> <div class="tab_inner_content invers-color" itemprop="text" > <h3 id="roboearth_cloud_engine"></h3> <p>The RoboEarth Cloud Engine is an open source Platform-as-a-Service (Paas) framework designed specifically for robotics applications. It helps robots to offload heavy computation by providing secure customizable computing environments in the cloud. The RoboEarth Cloud Engine's nick name is 'Rapyuta', after the castle in the sky inhabited by robots featured in the Japanese movie <a href="http://en.wikipedia.org/wiki/Castle_in_the_Sky">Tenk&#363; no Shiro Rapyuta</a>.</p> <p>Rapyuta's computing environments allow robots to easily access the RoboEarth knowledge repository. Furthermore, they are tightly interconnected, paving the way for deployment of robot teams.</p> <p><a href="http://rapyuta.org/"><img class="aligncenter size-full wp-image-2050" alt="frameworkOverview" src="../wp-content/uploads/2013/02/frameworkOverview.jpg" width="500" height="263" /></a></p> <p>Links:</p> <ul> <li><a href="http://rapyuta.org/">Documentation for Rapyuta, the RoboEarth Cloud Engine</a>.</li> <li><a href="https://github.com/rapyuta/rce">Rapyuta's GitHub repository</a>.</li> <li><a href="http://groups.google.com/d/forum/rapyuta">RoboEarth Cloud Engine Google groups</a>. If you do not have a Google account send a mail to <a href="mailto:rapyuta+subscribe@googlegroups.com">rapyuta+subscribe@googlegroups.com</a> to subscribe.</li> </ul> </div> </div> </section> <section class="av_tab_section" itemscope="itemscope" itemtype="https://schema.org/CreativeWork" > <div data-fake-id="#tab-id-2" class="tab " itemprop="headline" >RoboEarth DB</div> <div id="tab-id-2-container" class="tab_content "> <div class="tab_inner_content invers-color" itemprop="text" > <p><span style="line-height: 1.5em;">The RoboEarth DB is a WWW-style database based on Apache Hadoop. We recommend to use the RoboEarth platform at </span><a style="line-height: 1.5em;" href="http://api.roboearth.org/">http://api.roboearth.org</a><span style="line-height: 1.5em;">, which allows you to participate in a community of users who share data about environments, actions, and objects.</span></p> <p>Links:</p> <ul> <li><a href="http://api.roboearth.org/">RoboEarth API</a>.</li> <li><a href="http://www.ros.org/wiki/re_platform">Documentation for the setting up your own instance of a RoboEarth DB</a>.</li> </ul> <p> <h3></h3></p> </div> </div> </section> <section class="av_tab_section" itemscope="itemscope" itemtype="https://schema.org/CreativeWork" > <div data-fake-id="#tab-id-3" class="tab " itemprop="headline" >KnowRob</div> <div id="tab-id-3-container" class="tab_content "> <div class="tab_inner_content invers-color" itemprop="text" > <p><span style="line-height: 1.5em;">KnowRob is a knowledge processing system that combines knowledge representation and reasoning methods with techniques for acquiring knowledge and for grounding the knowledge in a physical system. It can serve as a common semantic framework for integrating information from different sources and is used in RoboEarth as local knowledge base on the robot.</span></p> <p>Links:</p> <ul> <li><a href="http://ias.in.tum.de/kb/wiki/index.php/Main_Page">KnowRob Wiki</a>.</li> <li><a href="http://www.ros.org/wiki/knowrob">KnowRob ROS Stack</a>.</li> </ul> </div> </div> </section> <section class="av_tab_section" itemscope="itemscope" itemtype="https://schema.org/CreativeWork" > <div data-fake-id="#tab-id-4" class="tab " itemprop="headline" >Object Detector</div> <div id="tab-id-4-container" class="tab_content "> <div class="tab_inner_content invers-color" itemprop="text" > <p><span style="line-height: 1.5em;">This set of ROS packages allow both users and robots to create a point cloud model from an object using a Kinect camera and a marker pattern, to store the resulting model in the RoboEarth knowledge repository, and to later download object models and use them for object detection.</span></p> <p>Links:</p> <ul> <li><a href="http://www.ros.org/wiki/roboearth">Documentation for the RoboEarth object detector</a>.</li> <li><a href="http://www.ros.org/wiki/roboearth">ROS stack for the RoboEarth object detector</a>.</li> </ul> </div> </div> </section> <section class="av_tab_section" itemscope="itemscope" itemtype="https://schema.org/CreativeWork" > <div data-fake-id="#tab-id-5" class="tab " itemprop="headline" >WIRE</div> <div id="tab-id-5-container" class="tab_content "> <div class="tab_inner_content invers-color" itemprop="text" > <h3 id="re_database"></h3> <p><span style="line-height: 1.5em;">The WIRE stack allows to generate and maintain one consistent world state estimate based on object detections. It solves the data association problem by maintaining multiple hypotheses and facilitates tracking of various object attributes.</span></p> <p>Links:</p> <ul> <li><a href="http://www.ros.org/wiki/wire">WIRE documentation</a>.</li> <li><a href="http://www.ros.org/wiki/wire">WIRE ROS stack</a>.</li> </ul> <p>Video:</p> <ul> <li><a href="http://www.youtube.com/watch?v=L38yWVEr9DA" title="WIRE">WIRE - World Information for Robot Environments</a></li> </ul> </div> </div> </section> <section class="av_tab_section" itemscope="itemscope" itemtype="https://schema.org/CreativeWork" > <div data-fake-id="#tab-id-6" class="tab " itemprop="headline" >C2TAM</div> <div id="tab-id-6-container" class="tab_content "> <div class="tab_inner_content invers-color" itemprop="text" > <p>C2TAM implements a visual SLAM system based on a distributed framework where the expensive map optimization and storage is allocated on an external server, while a light camera tracking client runs on a local computer. The robot onboard computers are freed from most of the computation, the only extra requirement being an internet connection. The data flow from and to the Cloud is low enough to be supported by a standard wireless connection.</p> <p>Links:</p> <ul> <li><a href="https://sites.google.com/site/c2tamvisualslam/" title="Documentation">Documentation</a></li> <li> <a href="https://github.com/lriazuelo/c2tam" title="Source code">Source code</a></li> </ul> <p>Videos:</p> <ul> <li><a href="https://www.youtube.com/watch?v=giMDnKhkg-0" title="Cooperative SLAM">Cooperative SLAM In the Cloud using C2TAM</a></li> <li><a href="https://www.youtube.com/watch?v=kE5wmFoCV5E" title="SLAM In the Cloud">SLAM In the Cloud using C2TAM</a></li> </ul> </div> </div> </section> </div> </div></div></main><!-- close content main element --> <!-- section close by builder template --> </div><!--end builder template--></div><!-- close default .container_wrap element --> <div class='container_wrap footer_color' id='footer'> <div class='container'> <div class='flex_column av_one_half first el_before_av_one_half'> <section class='widget'> <h3 class='widgettitle'>Interesting links</h3> <span class='minitext'>Here are some interesting links for you! 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