666results about How to "Avoid time consuming" patented technology

he invention discloses a medical information extraction system and method based on depth learning and distributed semantic features. The system is composed of a pretreatment module, a linguistic-model-based word vector training module, a massive medical knowledge base reinforced learning module, and a depth-artificial-neural-network-based medical term entity identification module. With a depth learning method, generation of the probability of a linguistic model is used as an optimization objective; and a primary word vector is trained by using medical text big data; on the basis of the massive medical knowledge base, a second depth artificial neural network is trained, and the massive knowledge base is combined to the feature leaning process of depth learning based on depth reinforced learning, so that distributed semantic features for the medical field are obtained; and then Chinese medical term entity identification is carried out by using the depth learning method based on the optimized statement-level maximum likelihood probability. Therefore, the word vector is generated by using lots of unmarked linguistic data, so that the tedious feature selection and optimization adjustment process during medical natural language process can be avoided.

The invention relates to a living body recognition method and device, a storage medium, and computer equipment. The method comprises the steps: obtaining a target image; extracting human face featuredata of a human face image in a target image; carrying out the living body recognition according to the human face feature data, and obtaining a first confidence degree, wherein the first confidence degree is used for representing the first probability of recognizing a living body; extracting background feature data from a human face extended image, wherein the human face extended image is obtained through the extending of an area where the human face image is located; carrying out the living body recognition according to the background feature data, and obtaining a second confidence degree, wherein the second confidence degree is used for representing the second probability of recognizing the living body; and obtaining a living body human face image discrimination result according to thefirst confidence degree and the second confidence degree. According to the scheme of the invention, the method improves the living body detection efficiency.

The invention provides a tire transfer robot which comprises a transfer robot body, a tire grabbing device, an infrared distance measuring sensor and a robot controller, wherein the tire grabbing device is mounted on the transfer robot body; the infrared distance measuring sensor is connected with the robot controller, and is used for detecting the target position in real time and transferring the position information to the robot controller; the robot controller is connected with the transfer robot body. The transfer robot, which is higher in movement and operation precision, has a vertically-hung six-degree-of-freedom rectangular coordinate structure, and the tire grabbing device driven by a cylinder are adopted, the grabbing range is adjustable, and the high-precision and large-stroke movement requirement can be achieved; based on the closed-loop path planning method of a sensor and an intelligent instruction system, the teaching programming time of an operator is saved greatly, and the operation efficiency of the robot is improved; the open-type robot control system structure helps a developer to expand and develop the robot control system in the follow-up stage, and the flexibility of the system is improved.

The invention discloses a coarse cereal instant rice and a preparation method of the coarse cereal instant rice. The coarse cereal instant rice is mainly prepared by conducting extrusion curing, cutting, pelletizing, drying, then baking and puffing on coarse cereal powder, starch and solid vegetable oil, wherein the coarse cereal is selected from one or combination of corn flour, rice flour, sorghum flour, buckwheat, pearl barley flour, black rice four, sweet potato flour, millet flour, coarse rice powder, glutinous rice flour, red rice flour, soybean flour, red bean flour, green gram starch, black bean flour, oat powder and wheat flour. The coarse cereal instant rice provided by the invention adopts a loose porous structure inside, so that the coarse cereal instant rice is good for digesting and absorbing and is excellent in rehydration property, the rehydration time is relatively short, the rehydrated rice is in full grain, and the coarse cereal instant rice is chewy and not hard or sticky when being eaten.

The invention discloses an automatic installation method for Linux operation system, a device and system. The method comprises: A first server starts up and operates automatic installation program module, then access to a second server, inquires for the second server about personal configuration information for installing Linux operation system in the first server; the automatic installation program module completes installation for Linux operation system for the first server according to personal configuration information fed back by the second server. The automatic installation method for Linux operation system, device and system of the invention can avoid problem of error, time consumption and low efficiency during automatic installation process when input mode of human-machine interaction is needed for inputting personal configuration information, implements quick, no-manned automated installation.

The invention provides a method and a device for detecting and identifying X-ray image defects of a welding seam. The method comprises the following steps: scanning with vision, performing central-peripheral difference operation, obtaining a grey saliency map, searching focus of attention, and determining a dubious area; and enabling a pixel grey-scale signal in the dubious area to directly pass through a trained layered network depth model by adopting deep learning, and directly identifying by obtaining substantive characteristics in the dubious defection area. According to the invention, image objects are selected and identified in series from strong to weak visual saliency; the efficiency and the accuracy for analyzing and identifying images are increased; and the method is strong in adaptation and good in universality.

A lighting enclosure system with a right side extruded metal panel, a left side extruded metal panel, a top cover, a lamp holding panel, a light diffuser panel and a variety of flange members that allow the user to hang the lighting enclosure in a variety of conditions including suspended ceilings, sheet rock ceilings and walls. The right and left side metal brackets including a plurality of horizontally disposed, equally spaced outwardly projecting ribs, each the rib having a plurality of equally spaced, horizontally disposed screw thread retaining ridges that allow the user to attach the flange members in any desired location. Additional side brackets can attach one enclosure system with another in a linear fashion.

A retouching method for enhancing an appearance of a face located in a digital image involves acquiring a digital image containing one or more faces and detecting a location of facial feature points in the faces, where the facial feature points include points identifying salient features such as skin, eyes, eyebrows, nose, mouth, and hair. The location of the facial feature points are used to segment the face into different regions such as skin, eyes, eyebrows, nose, mouth, neck and hair regions. Facially relevant characteristics of the different regions are determined and, based on these facially relevant characteristics, an ensemble of enhancement filters are selected, each customized especially for a particular region, and the default parameters for the enhancement filters are selected. The enhancement filters are then executed on the particular regions, thereby producing an enhanced digital image from the digital image.

The invention discloses a team organizing method and device. A team organizing system comprises a first terminal, a second terminal and a team organizing server, wherein the first terminal is used for responding to operations of a user, determining a team organizing request of the user for target business and sending the determined team organizing request to the team organizing server; the team organizing server is used for distributing a target team organizing room to the user according to the team organizing request and updating the room information of the target team organizing room; and the second terminal is used for synchronizing the room information of the target team organizing room which is distributed to the user by the team organizing server, and the second terminal is a terminal capable of running the target business. The user can organize a team on the first terminal, such as a mobile phone, according to the actual need, after the team is organized successfully, the user can directly start the target business on the second terminal and organize the team to execute the target event, so that the use of the user is greatly facilitated, and the time consumption caused by waiting for organizing the team on the second terminal is avoided.

The invention discloses a digital television receiver and methods for searching and switching programs thereof, wherein the method for switching programs comprises the following steps: when the digital television receiver is electrically started, reading a program information database into an internal memory, and establishing three concurrent processing tasks: a CA kernel service task, a switching program treating task and a background monitoring task; when a program switching request is detected, reading a business mark of the program selected by a user; finding contents corresponding to thebusiness mark of the program in the program information database by the CA kernel service task and the switching program treating task and executing the task treatment respectively; acquiring the latest PAT table and PMT table of the program corresponding to the program switching request by the background monitoring task and updating the program information database, and when detecting the changeof the PMT table of the program, informing the CA kernel service task and the switching program treating task for processing again according to the analyzed contents of the latest PAT table and PMT table. The digital television receiver and the methods can take efficiency advantages of multi-task concurrent execution and improve the speed of switching programs.

The invention provides an application program view management method by a mobile terminal. The method includes the steps that when a preset event is detected, views of at least one application program are displayed on a display screen in a floating mode, wherein the view of each application program comprises a window region for operating the application program and/or a hidden button of the application program, and the window region comprises at least one of a window indication region, a window operation region and a window display region; when the window indication region is controlled in a touch mode, the window display region of the application program corresponding to the window indication region is switched to be visual. By means of the technical scheme, a user can select any window in the display screen and conduct information interaction with the application program corresponding to the window, user using is facilitated, the user does not need to interrupt the application program operated in the current window, instead application programs are operated in parallel and direct switching is achieved, so that the problems that the operation process of switching the operated program is complex and too much time is consumed are solved, the operated program in the mobile terminal is easy, convenient and fast to switch, and efficiency in switching the operated program is improved.

A method, computer program product and system are provided for performing automated linking between sheets of a drawing set depicting an electronic representation of an electrical wiring diagram. The method, computer program product, and system automatically transform drawings into a format that provides enriched electronic display and navigation among drawings. Connections and relationships among large sets of drawings are automatically discovered and extracted by utilizing complex graphical recognition and logical inference. Links are then created that represent the connections and relationships between common elements of the drawings. As such, the present invention automatically produces an interactive electronic representation of a drawing set that allows a user to quickly and accurately view, highlight and/or alter a portion of a drawing and all of the drawings that connect to or also depict that portion.

The invention discloses virtual human work task simulation analyzing system and method for spacecraft repair. The virtual human work task simulation analyzing system for spacecraft repair comprises a virtual reality real-time rendering and movement data acquiring module for simulating relatively complex action of a spaceman in track repair and moving with constraint or support so as to achieve the real human movement postures, a microgravity virtual environment creating module for achieving free state movement without constraint or support or position transfer movement under total body action so as to obtain the virtual human movement postures under a virtual microgravity environment, and an work task simulation analyzing module for quickly creating and pre-analyzing a general virtual scene and space layout to generate various actions for work task operation process as well as performing man-machine efficiency simulation analyzing for virtual human action so as to achieve feedback optimization or feasibility decision making of the virtual human work task planning.

The invention provides a data clustering method and apparatus, a computer readable medium and an electronic device. The data clustering method comprises the steps of obtaining a to-be-clustered data set; calculating a distance between each piece of data in the data set and a clustering center of each existing type; if the distance between any data in the data set and the clustering center of any existing type is smaller than or equal to a distance threshold, including any data in any type; if the distances between any data in the data set and the clustering centers of all existing types are all greater than the distance threshold, creating a new type, and including any data in the new type. According to the technical scheme, during data clustering, a clustering number and the clustering centers do not need to be specified in advance, so that the bad influence on a final clustering result due to wrong selection of an initial clustering center is avoided and the time for the data clustering process can be shortened.

The invention relates to the technical field of artificial intelligence, and discloses a multi-person conference voice transfer method, which comprises the following steps of: during a conference, receiving a speaking voice of a participant uploaded by microphone equipment; transmitting the speaking speech to a speech recognition system for speech recognition, and receiving a translation text returned by the speech recognition system; and at the end of the conference, generating a conference summary of the current conference according to a preset conference summary format, the conference summary comprising speaking voices of participants and translation texts corresponding to the speaking voices. The invention further discloses a multi-person conference voice transferring device, system and equipment and a computer readable storage medium. According to the invention, tedious and time-consuming manual conference voice arrangement is avoided, the arrangement efficiency of conference summaries is improved, manpower is saved, and the user experience is improved.

The invention discloses a full-automatic screen printing machine comprising a control system, a rack, a printing assembly, a feeding mechanism, a material receiving mechanism, a circulating conveying mechanism and two conveying devices. The feeding mechanism and the material receiving mechanism are each internally provided with a plurality of conveying channels; joints between the feeding mechanism and the printing assembly and between the material receiving mechanism and the printing assembly are each provided with a vertical transfer device; the vertical transfer devices are used for transferring material carrying plates between all the layers of conveying channels and/or are used for transferring material carrying plates between the conveying channels and the printing assembly; a moving and loading assembly is arranged at the lower end position of the printing assembly; a printing positioning device is further arranged in a matched printing area of the lower end of the printing assembly; and the positions of the material carrying plates are corrected through the printing positioning device, and the printing assembly is made to complete accurate printing. According to the full-automatic screen printing machine, the feeding mechanism and the material receiving mechanism surround the printing assembly, the double-layer conveying channels are arranged in the feeding mechanism and the material receiving mechanism, the online plate number storage amount of the printing machine is increased, the functions of one printing machine are increased and extended, the full-automatic screen printing machine is suitable for multi-color printing of different category requirements, and the printing machine is high in utilizing rate and production efficiency and low in cost.

The invention relates to a text processing method and device, a model training method and device, a storage medium and computer equipment. The text processing method comprises the steps of obtaining atarget text; performing vectorization on each word forming the target text to obtain a word vector sequence; inputting the word vector sequence into a rhythm prediction model, processing the word vectors according to a sequence of the word vectors in the word vector sequence in a hidden layer of the rhythm prediction model to obtain a semantic vector sequence; and outputting a predicted rhythm tag sequence obtained by mapping of the semantic vector sequence through an output layer of the rhythm prediction model. The scheme provided by the invention improves the text processing efficiency.

The invention discloses a chemical fault detection method based on particle swarm optimization and a noise reduction sparse coding machine. The method comprises the following steps of carrying out unsupervised feature learning on standardized and whitened training data by using a plurality of stacked noise reduction sparse autocoders; carrying out Softmax classifier model training in a supervisedmanner; and finally, finely adjusting the weight parameters of the whole network through supervision, and introducing a particle swarm optimization algorithm into the key adjustable hyper-parameters for automatic optimization to obtain a trained chemical process fault detection intelligent model for fault detection of process real-time data. According to the invention, the greedy layer-by-layer training method of the deep neural network is adopted to adaptively and intelligently learn knowledge implied by original data in the chemical process; Compared with a traditional method, the method hasthe advantages that the method is more intelligent, the fault detection performance can be improved, and due to the fact that an automatic optimization algorithm is added, much time is saved comparedwith manual parameter tuning.

A system that renders a three-dimensional model which contains semi-transparent surfaces. During operation, the system renders the semi-transparent surfaces in the three-dimensional model by performing the following operations iteratively for each semi-transparent surface in draw-order instead of depth-order: (1) rendering the semi-transparent surface to a Z buffer, (2) calculating a cumulative transparency value for each pixel of the semi transparent surface as a function of the transparency value for each opaque and semi-transparent surface that intersects the pixel and is in front of the Z-value for the pixel in the Z-buffer, (3) attenuating a surface color value for each pixel in the semi-transparent surface by the cumulative transparency value for the pixel, and (4) adding the attenuated surface color value to a corresponding pixel value in the image buffer.

The invention discloses a self-service borrowing bookshelf of a library and a self-service borrowing method of the bookshelf. The bookshelf comprises a bookshelf body with layer grids and a man-machine interaction system; the man-machine interaction system comprises an information processing module, a storage module, an information reading module, a reader command input module, a display module and a network communication module; the information processing module is connected with other modules through signals, connected with a database of the library in a communication mode through the network communication module, and used for controlling the self-service borrowing process and storage and interaction of corresponding information; the man-machine interaction system further comprises a book degaussing and magnetizing module which is used for degaussing and magnetizing books. The method comprises the steps of a self-service book borrowing and returning process and a self-service query process which are completed by a reader by using the bookshelf. The self-service borrowing bookshelf of the library is convenient and efficient, a large amount of capital investment is not needed, the borrowing efficiency is greatly improved, the borrowing cost is saved, the personnel cost is lowered, and the self-service borrowing bookshelf of the library can be widely applied to various small and medium-sized libraries, in particular to most university libraries.

The invention relates to a data processing method and device electronic bills, a storage medium and a computer apparatus. The method comprises the following steps: receiving an electronic bill identification requisition request corresponding to an identification of a requesting party; querying an electronic bill identification requisition condition set corresponding to the requesting party identification; determining an electronic bill identification allocated in response to the electronic bill identification requisition request according to the electronic bill identification requisition condition; uploading the electronic bill identification corresponding to the requester identification to a block chain node, wherein the uploaded requester identifier and the electronic bill identifier areused for instructing the block link node; writing the corresponding uploaded requester identifier and the electronic bill identifier into the data block. The scheme provided by the present application improves the efficiency of bill collection.

A portable dental prophylaxis and bleaching system is provided for simultaneous tooth polishing and bleaching. It includes an oscillatory driving handpiece, a dental angle with a disposable rubber cup assembly, a dual-component dispenser, and a disposable mouthpiece. The battery-powered handpiece transforms a continuous rotation through a driving cam into a rotary oscillation which is then transferred through the attached dental angle to the rubber cup with an obtuse angle at its distal output end. The dispenser is operated manually to correctly apportion and mix the dual treatment materials into the rubber cup. In order to provide longer shelf life and effective bleaching action, the treatment materials are maintained at optimal pH values in separate compartments within the dispenser before use. The disposable mouthpiece is shaped for easy access to the user's teeth while protecting the gum surfaces. The system can be used both in dental clinics and at home.

The invention discloses a method and a device for managing memory, and belongs to the technical field of communication. The method and procedures comprise: when available space of memory is detected to be smaller than a first preset threshold value, according to similarity of images stored in the memory, classifying the images; analyzing image quality of each image in a same classification; according to analysis results, determining an image which is highest in image quality in the same classification, and deleting other images in the same classification. Using the method, through deleting surplus images whose image quality is not high in images in high similarity according to the similarity and definition of the images stored in the memory, the method can make room and information which users want to keep would not loss, and users do not need to operate manually, so as to save time of users and prevent time consumption of manual operation.