查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – Data detailed on robotics have been pr esented. According to news reporting originating from Xi’an, People’s Republic o f China, by NewsRx correspondents, research stated, “This study introduces a nov el two-stage approach for robotic grasp detection, addressing the challenges fac ed by end-to-end deep learning methodologies, particularly those based on convol utional neural networks (CNNs) that require extensive and often impractical data sets.”
查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors: “A robot, such as a robotic arm, is configured to control an e nd effector to interact with the environment. An example end effector is an acce ssory that the robot uses to perform an operation. “An example robotic arm is a computer-controlled robot that is capable of moving in multiple degrees of freedom. The robotic arm may be supported by a base and may include one or more links interconnected by joints. The joints may be config ured to support rotational motion and/or translational displacement relative to the base. A tool flange may be on an opposite end of the robotic arm from the ba se. The tool flange contains an end effector interface. The end effector interfa ce enables an accessory to connect to the robotic arm. In an example operation, the joints are controlled to position the robotic arm to enable the accessory to implement a predefined operation. For instance, if the accessory is a welding t ool, the joints may be controlled to position, and thereafter to reposition, the robotic arm so that the welding tool is at successive locations where welding i s to be performed on a workpiece. The end effector interface is generally limite d to connecting to a single accessory.”
查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors: “Existing heating, ventilation, and air conditioning (HVAC) sy stems typically rely on a user (e.g. a home owner) to provide scheduling informa tion about when they will be home or away. However, some users may never provide this information to the HVAC system. Determining whether a home owner will be p resent or away without requiring the user to provide this information in advance poses several technical challenges because existing HVAC systems lack the capab ilities to determine this information on their own. Without this information, an HVAC system is unable to provide energy saving benefits, for example reduced po wer consumption, and reduce the wear on its components because existing HVAC sys tem are unable to automatically adjust set point temperatures without knowing wh ether a user is present. In some instances, it is not desirable for an HVAC syst em to make changes to a set point temperature while a user is present because th ese changes may affect the comfort level of the user.”
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors: “With the improvement of living standards, people are incre asingly concerned about environmental construction, so the construction of urban green gardens receives increasing attention. Meanwhile, efficient green mainten ance, such as daily weeding, has gradually become a demand. However, because con ventional weeding machines need manual control, weeding robots with autonomous w orking functions are gradually emerging.
查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors: “Entities enter into areas within a field of view of a camera, motion sensor, or other sensor of a security system protecting a home. An unfri endly entity may perpetrate an event, such as a burglary, solicitation, vandaliz ation, or other undesirable event. The security system may emit a siren or other such noise upon a detection of the entity in the area to alert and deter the en tity from perpetrating the event. However, over time, the noise may become commo nplace enough to no longer deter unfriendly entities.”
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors: “Various web-based platforms execute machine learning (ML) models behind-the-scenes to enhance and/or improve user interactions with the pl atform. Notably, some web-based platforms employ multiple different ML models fo r different purposes, such as to generate different customer insights and/or dif ferent types of content. For example, an online product sales website may execut e one ML model to identify “similar products” to those that a customer has recen tly viewed or purchased and while concurrently executing another different ML mo del to identify “complementary products” to recommend to a user, such as hiking shoes when a user is searching for hiking socks. Likewise, a real estate website may utilize an ML model to determine whether a home is a “hot” home (e.g., high ly desired/likely to sell quickly) or to generate a listing price point for the home, and a software-as-a-service (SAAS) company (e.g., ServiceNow) may utilize various other ML models to generate content that may enhance the user experience in still other ways, such as by presenting more relevant data to the customer o r by generating content that otherwise simplifies the user’s experience when int eracting with the service.
查看更多>>摘要：From the background information supplied by the inventors, news correspondents o btained the following quote: “Field “The present application relates to systems, methods, and devices for medical im age analysis, diagnosis, risk stratification, decision making and/or disease tra cking. “Description “Coronary heart disease affects over 17.6 million Americans. The current trend i n treating cardiovascular health issues is generally two-fold. First, physicians generally review a patient’s cardiovascular health from a macro level, for exam ple, by analyzing the biochemistry or blood content or biomarkers of a patient t o determine whether there are high levels of cholesterol elements in the bloodst ream of a patient. In response to high levels of cholesterol, some physicians wi ll prescribe one or more drugs, such as statins, as part of a treatment plan in order to decrease what is perceived as high levels of cholesterol elements in th e bloodstream of the patient.
查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors: “Autonomous mobile robots include autonomous mobile cleaning r obots that can autonomously perform cleaning tasks within an environment, such a s a home. An autonomous cleaning robot can navigate across a floor surface and a void obstacles while vacuuming the floor surface and operating rotatable members carried by the robot to ingest debris from the floor surface. As the robot move s across the floor surface, the robot can rotate the rotatable members, which ca n engage the debris and guide the debris toward a vacuum airflow generated by th e robot. The rotatable members and the vacuum airflow can thereby cooperate to a llow the robot to ingest debris.”
查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors: “The present disclosure relates to a door opening/closing robo t installed in an automobile body coating line and a door opening/closing method using the door opening/closing robot. “For example, in the automotive assembly industry, it is sometimes necessary to open and close a door on an automobile body during an assembly process or a coat ing process. A coating operation of an automobile body is performed by a coating robot. When coating around a door of an automobile body automatically using a c oating robot, it is necessary to open and close the door in order to coat the ba ck side of the door. Opening and closing a door is done by a coating robot that also has a door opening and closing function or by a door opening and closing ro bot installed alongside the coating robot.
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied by the inventors: “In well cementing, such as well construction an d remedial cementing, cement compositions are commonly utilized. Cement slurries may be used in a variety of subterranean applications. For example, in subterra nean well construction, a pipe string (e.g., casing, liners, expandable tubulars , etc.) may be run into a well bore and cemented in place. The process of cement ing the pipe string in place is commonly referred to as “primary cementing.” In a typical primary cementing method, a cement slurry may be pumped into an annulu s between the walls of the wellbore and the exterior surface of the pipe string disposed therein. The cement slurry may set in the annular space, thereby formin g an annular sheath of hardened, substantially impermeable cement (i.e., a cemen t sheath) that may support and position the pipe string in the well bore and may bond the exterior surface of the pipe string to the subterranean formation. Amo ng other things, the cement sheath surrounding the pipe string functions to prev ent the migration of fluids in the annulus, as well as protecting the pipe strin g from corrosion. Cement slurries also may be used in remedial cementing methods , for example, to seal cracks or holes in pipe strings or cement sheaths, to sea l highly permeable formation zones or fractures, to place a cement plug, and the like.
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