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    Patent Application Titled 'Module Attachment Method' Published Online (USPTO 202 40246625)

    113-116页
    查看更多>>摘要:Reporters obtained the following quote from the background information supplied by the inventors: ““Technical Field“The present invention relates to a method for attaching modules such as instrum ent panels to avehicle body that has been transported to a prescribed position on a vehicle production line. “Background Information“A conventional module attachment method is described in, for example, Japanese Patent No. 5302797(hereinafter Patent Document 1). The method for attaching mod ules described in Patent Document 1 isa method for mounting an instrument panel in a vehicle cabin. The above-mentioned attachment methodmeasures the position s of a pair of left and right side vehicle body measurement reference sections i n thevehicle width direction at symmetrical positions in the vehicle, and also measures the positions of a pairof left and right instrument panel side measure ment reference sections in the vehicle width direction atsymmetrical positions in instrument panel before it is brought into the vehicle cabin.

    Patent Issued for Machine learning training dataset optimization (USPTO 12046021 )

    116-119页
    查看更多>>摘要:Reporters obtained the following quote from the background information supplied by the inventors:“The invention relates to the field of machine learning.“To create accurate machine learning models, large quantities of properly-annota ted training data arerequired. For example, object recognition models require t raining sets of annotated images to enable themodel to learn robust classificat ion.“However, creating large sets of labeled images involves a costly and labor-inte nsive process, which istypically performed manually by annotation specialists. Moreover, the labeling resources and budgets arenot always allocated in an opti mal way, because it is not always known at the training stage which rawdata sam ples are potentially the most useful for training the model.

    Patent Issued for Systems and methods for automated robotic sortation (USPTO 120 43499)

    119-122页
    查看更多>>摘要:Reporters obtained the following quote from the background information supplied by the inventors:“As users increasingly make online purchases, fulfilment of su ch purchases and other orders may becomeincreasingly complicated. For example, a fulfillment center may have output of upwards of one millionpackages per day. With such demands, efficiency of logistics related to processing orders and pac kagesmay be important. For example, use of robotic equipment to move or otherwi se handle objects may improveefficiency. However, such robotic equipment may ha ve difficulty completing certain tasks. Accordingly,improvements in various ope rations of order fulfillment, such as improvements to picking technology, sorting technology, packing technology, and so forth may be desired, such that manual efforts can be redirectedto different tasks.

    Patent Issued for Card authentication technique selection via machine learning ( USPTO 12045817)

    122-125页
    查看更多>>摘要:Reporters obtained the following quote from the background information supplied by the inventors:“Before a financial payment card is accepted by an online fina ncial transaction platform or added to anonline financial transaction wallet, t he financial payment card must first be authenticated. In current practice,ther e exist two different techniques for authenticating financial payment cards, eac h having its ownadvantages and disadvantages: zero-dollar authentication and to kenization authentication. Zero-dollar authenticationis considered the gold sta ndard authentication technique, but it incurs a fixed cost for everyfinancial p ayment card that is attempted to be authenticated. In contrast, tokenization aut henticationhas no cost per financial payment card that is successfully authenti cated, but not every financial paymentcard can be successfully authenticated vi a tokenization, and time/resources are wasted by attempting toperform tokenizat ion authentication on such financial payment cards. Furthermore, for many financ ialpayment cards, both zero-dollar authentication and tokenization authenticati on achieve the same authenticationresult. That is, for such cards, both authent ication techniques yield successful authentications, orboth authentication tech niques yield unsuccessful authentications. However, for many other financial payment cards, zero-dollar authentication and tokenization authentication achieve d ifferent authenticationresults. That is, for such cards, one authentication tec hnique yields a successful authentication while theother authentication techniq ue yields an unsuccessful authentication. Unfortunately, there exist no systemsthat determine, for an online financial transaction platform or an online financ ial transaction wallet,which authentication technique to use for a given financ ial payment card to maximize the likelihood ofsuccessful authentication and/or to otherwise minimize the cost associated with authentication.

    Patent Issued for Method for automatically fitting a shoe upper onto a last (USP TO 12042021)

    125-127页
    查看更多>>摘要:Reporters obtained the following quote from the background information supplied by the inventors:“A method is known from DE 10 2013 221 020 A1 for producing a shoe, which comprises the steps ofproviding a three-dimensionally preformed fir st shoe component, and processing the three-dimensionallypreformed first shoe c omponent, the processing step comprising an individually controllable sequence o fprocessing steps.“The object of the invention is to create a method for automatically pulling a s hoe upper onto a lastby means of a robot.”

    Patent Issued for Dynamic and intuitive aggregation of a training dataset (USPTO 12045705)

    127-131页
    查看更多>>摘要:Reporters obtained the following quote from the background information supplied by the inventors:“Advances in machine learning are providing new and unique opp ortunities for computers to aid humansby performing or automating tasks. For ex ample, a computer may be used to develop a predictive model.In supervised learn ing, a predictive model is developed through training. Training typically involv esestablishing and adapting a learning model (such as one or more neural networ ks, linear regression systems,logistic regression systems, Bayesian analysis sy stems, etc.) based on observations, such as examples of human behaviors, e.g., r ecognizing faces, identifying images, understanding language, performing routinedecisions, etc. Therefore, in order to perform the training, human action(s) us ually need to be well known,and the results of the action(s) need to be appropr iately labeled or classified, so that the parameters inthe predictive model can be determined. Moreover, training typically requires that a large number of examples or instances of the observations be measured or assembled.

    Patent Issued for Robotic laundry sorting devices, systems, and methods of use ( USPTO 12043954)

    131-135页
    查看更多>>摘要:News editors obtained the following quote from the background information suppli ed by the inventors:“The present disclosure is directed to robotic laundry devi ces, systems, and methods.“Automating and outsourcing mundane, time-consuming household chores to robotic devices is increasinglycommon. Time saving home robots include, for example, fl oor vacuuming and floor washing robots.Outsourcing responsibilities include, fo r example, engaging grocery shopping and delivery services, andmanually operate d and human-operator dependent laundry washing and dry-cleaning pick up and retu rnservices.

    Researchers Submit Patent Application, 'Integrated Method And Tool For High Qual ity Selective Silicon Nitride Deposition', for Approval (USPTO 20240249934)

    135-137页
    查看更多>>摘要:News editors obtained the following quote from the background information suppli ed by the inventors:“Semiconductor technology has advanced at a rapid pace and device dimensions have shrunk with advancingtechnology to provide faster proces sing and storage per unit space. In NAND devices, the string currentneeds to be high enough to obtain sufficient current to differentiate ON and OFF cells. The string currentis dependent on the carrier mobility which is enhanced by enlarg ing the grain size of the silicon channel.

    Patent Application Titled 'Robotic Arm Ice Cream Scooping Mechanism' Published O nline (USPTO 20240245265)

    137-139页
    查看更多>>摘要:Reporters obtained the following quote from the background information supplied by the inventors: ““The following description may relate to robotic arm ice cream scooping mechanis ms.“Robotic ice cream serving stations involve an ice cream scoop manoeuvred by a r obotic arm includingthat which is disclosed in WO/2020/024018 (Morus et al.) Fe b. 6, 2020 by the present applicant, theentire disclosure of which is incorpora ted herein by reference.

    'Winding Machine For Raffia Spools' in Patent Application Approval Process (USPT O 20240246789)

    140-142页
    查看更多>>摘要:The following quote was obtained by the news editors from the background informa tion supplied by theinventors: “While some phases of the process hitherto used to produce raffia spools have been automated,others have been carried out manua lly. As such, no existing machine is known to perform the entireprocess automat ically, from start to finish, from the assembly of the reels to the winding of p redeterminedraffia strand lengths, and the cutting and stabilisation of the str and to ensure that the reel maintains itsform.”