查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied by the inventors: “The increasing demand for high-performance netw ork devices has led to a significant rise in power consumption. As a result, the re is a growing need for effective power management solutions to ensure the effi cient operation of these devices while minimizing their environmental impact. Ne twork devices, such as routers, switches, and line cards, often have numerous fe atures and capabilities that can be enabled or disabled based on the requirement s of the network operator. However, managing the power consumption of network de vices in a dynamic environment with varying traffic loads and changing requireme nts presents a challenge for network operators.
查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors: “A growing number of people these days are using smart devices , such as, smart phones, tablet computers, laptop computers, home assistance, an d so on, to perform a variety of functionalities ranging from executing informat ion search, playing music, controlling Internet Of Things (IoT) devices and serv ices, scheduling appointments, and managing events to personal errands. In many instances, people interact with their devices or with services provided on a net work through a virtual assistant. There are a host of things that virtual assist ants can do for people, including: searching for information as requested, socia l media management, event management, managing calendars, appointments and email s, remotely controlling IoT devices, preparing reports, and so on.
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors: “ “This disclosure relates to a conveyance system and a conveyance method. “Japanese Unexamined Patent Application Publication No. 11-29207 (JP 11-29207 A) describes a cargo transfer apparatus including a hook engageable with an engage d portion of a container, and the cargo transfer apparatus moves the container w ith the hook being engaged with the engaged portion.” As a supplement to the background information on this patent application, NewsRx correspondents also obtained the inventors’ summary information for this patent application: “According to the technology described in JP 11-29207 A, there is such a problem that an operator might continue an operation without noticing tha t the hook is not engaged with the engaged portion of the container, and goods m ight drop during the operation.
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied by the inventors: “Aromas are present as an important characterist ic of all natural and man-made products and their manufacturing, life of product s providing unique distinct way of characterizing the owner and object. Aromas m ay be a sign of health, freshness of food or beverages (e.g., tea, coffee, etc.) , quality of manufactured materials, as well as a sign of danger or imminent thr eat, as for example, the aroma may be from a toxic chemical. Therefore, correctl y identifying, classifying and quantifying an aroma such that a person can under stand it is important in various different applications.”
查看更多>>摘要：From the background information supplied by the inventors, news correspondents o btained the following quote: “Video and still cameras affixed to stationary stru ctures are sometimes used for purposes of security surveillance. In a stationary installation, the camera is typically in an environment with known external var iables (e.g., environmental, lighting, field of view) that are generally constan t or readily apparent. In such an environment, basic cameras with minimal enhanc ements might suffice.
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied by the inventors: “A machine learning model’s performance in proce ssing data according to how it is trained may degrade for various reasons. In ge neral, degradation happens when a model processes data that is different from th e training dataset. When a model is being trained, it learns the features that a re most pertinent to the training dataset. However, learned features are unique to a specified training dataset, such that small differences between the trainin g dataset and a test dataset could cause the model to perform poorly.
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied by the inventors: “Some autonomous mobile robots (AMRs) are equipp ed with a planar scanning system used for obstruction detection and/or general s afety. In such systems, a planar scanning system can downwardly project one or m ore scanning planes, i.e., toward a ground surface. A scanning plane or combinat ion of scanning planes can be referred to as a “light curtain.”
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors: “Pattern recognition is the automated recognition of patter ns in data. Some modern approaches to pattern recognition include the use of mac hine learning, due to the increased availability of data and improved processing power. Pattern recognition systems are commonly trained from labeled training d ata. In machine learning, pattern recognition is the assignment of a label to a given input value. Pattern recognition is generally categorized according to the type of learning procedure used to generate the output value.
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied by the inventors: “Field “The present disclosure relates to an improved manner for training a machine lea rning model. “Description of Related Art “During image analysis, is it known to estimate an amount of noise in an image t o detect the quality thereof. One manner in which noise estimation is performed is using a trained machine learning model. A drawback associated with this is th at much training data is necessary for training the model and is generally acqui red by capturing many photos with for the model. Even if one were to capture the significant number of photos that would be needed to properly train a model to estimate noise, the trained model would be less accurate because the captured im ages generally only enable estimate of noise based on ISO and/or camera noise re duction settings. A system and method according to the present disclosure remedi es the drawbacks discussed above by providing an improved training mechanism”
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors: “Installing proper seats in vehicles is critical in ensurin g the safety of toddlers and children. However, vehicle owners and operators fac e several challenges in both selecting and installing the proper seat for a chil d or toddler. “As an initial problem, despite the large selection of seats available, vehicle seats have no industry standard in terms of installation and vehicle compatibili ty. As such, drivers need to first determine which seats are able to be installe d in their vehicle. “Additionally, toddler seats and child seats are only safe for toddlers and chil dren up to a certain height and weight. Once the child grows past that height an d/or weight, the operator must replace that vehicle seat with another. This proc ess may repeat every few years until the child reaches the minimum height and/or weight for standard adult seats. To make matters worse, many vehicle and seat m anufacturers only list the recommended age range of toddlers and children. As su ch, operators often need to find and/or measure the dimensions of potential vehi cle seats as well as its weight limit to determine if it is appropriate for thei r child.
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