Abstract: A video data encoding method is provided for an encoding device. The method includes obtaining first video data, and encoding the first video data to generate a plurality of sequentially arranged groups-of-pictures. A frame type of a first frame of an initial group-of-pictures in the plurality of groups-of-pictures is an I frame, frame types of first frames of the other groups-of-pictures are GF frames, and each GF frame is configured to record change information of a current frame of a corresponding group-of-pictures relative to an I frame or a GF frame in a previous group-of-pictures. The method also includes successively outputting the plurality of groups-of-pictures according to a sequence of the plurality of groups-of-pictures, to obtain second video data.

Abstract: A video encoding method of a video encoding apparatus is provided. In the method, an intra-frame pre-coding cost of a video frame is calculated. The intra-frame pre-coding cost indicates an amount of information in the video frame and a spatial correlation degree of the information in a plurality of code blocks of the video frame. A quantization parameter threshold of the video frame is set according to the intra-frame pre-coding cost. A quantization parameter estimation value of the video frame is calculated. The quantization parameter estimation value indicates a predicted compression status of the information in the video frame. A target encoding manner of the video frame is determined according to the quantization parameter threshold and the quantization parameter estimation value. The target encoding manner is one of a plurality of encoding manners including full-resolution encoding and downsampling encoding.

Abstract: A graphic code recognition method includes: displaying a target image, the target image comprising at least two graphic codes; in response to receiving a graphic code recognition operation on the target image for selecting one of the at least two graphic codes to recognize, obtaining graphic code position information of the at least two graphic codes in the target image; determining a target graphic code indicated by the graphic code recognition operation according to the graphic code position information, the target graphic code belonging to the at least two graphic codes; and displaying a target graphic code recognition result corresponding to the target graphic code.

Abstract: Embodiments of this application relate to a convolutional computing accelerator, a convolutional computing method, and a convolutional computing device, which belong to the technical field of electronic circuits. The convolutional computing accelerator includes: a controller, a computing matrix, and a first cache. The computing matrix comprising at least one row of computing units, each row of computing units comprising at least two adjacent connected computing units. The controller is configured to control input data of each row of computing units to be loaded into the first cache, and to control the input data loaded into the first cache to be inputted into the two adjacent computing units in a corresponding row. Each of the computing units in the corresponding row is configured to perform, in a first clock cycle, a convolutional computation based on received input data and a pre-stored convolutional kernel.

Abstract: A data forwarding method is provided for a data forwarding apparatus. The method includes, when a first port receives a to-be-forwarded data packet, executing a network adapter driver corresponding to the first port to read the to-be-forwarded data packet from a network adapter cache corresponding to the first port. The network adapter cache stores address forwarding information obtained from an operating system kernel bridge. The method also includes searching the address forwarding information in the network adapter cache for address forwarding information corresponding to the data packet and, when the address forwarding information corresponding to the data packet is found, determining a target network adapter driver for forwarding the data packet based on the found address forwarding information, and directly sending the data packet to the target network adapter driver, such that the target network adapter driver forwards the data packet through a second port.

Abstract: This application relates to feature point positioning technologies. The technologies involve positioning a target area in a current image; determining an image feature difference between a target area in a reference image and the target area in the current image, the reference image being a frame of image that is processed before the current image and that includes the target area; determining a target figure point location of the target area in the reference image; determining a target feature point location difference between the target area in the reference image and the target area in the current image according to a feature point location difference determining model and the image feature difference; and positioning a target feature point in the target area in the current image according to the target feature point location of the target area in the reference image and the target feature point location difference.

Abstract: An image processing method and a related apparatus are provided. The method is applied to an image processing device, and includes: obtaining an original image, the original image including a foreground object; extracting a foreground region from the original image through a deep neural network; identifying pixels of the foreground object from the foreground region; forming a mask according to the pixels of the foreground object, the mask including mask values corresponding to the pixels of the foreground object; and extracting the foreground object from the original image according to the mask.

Abstract: A video frame extraction method performed by a computing device includes: obtaining a key frame timestamp table of a video based on a first sampling stride, the first sampling stride being adjusted according to a length of the object video; obtaining a timestamp of a key frame to be extracted from the key frame timestamp table based on a second sampling stride, the second sampling stride being determined according to a quantity of key frame timestamps in the key frame timestamp table and a quantity of to-be-extracted key frames; reading, according to the timestamp, frame data of the key frame; and generating, based on a hard decoding result of the frame data, a thumbnail corresponding to the key frame.

Abstract: A method for annotating a target web page is performed at a server by: receiving an annotation obtaining request from a first terminal associated with a first member of an online chat group; identifying a first web page annotation and a first annotation position of the first web page annotation in a target web page; returning the first web page annotation and the first annotation position to the first terminal; receiving, from the first terminal, a second web page annotation and a second annotation position of the second web page annotation in the target web page; and forwarding the first and second web page annotations and the first and second annotation positions to a second terminal for display on the target web page at the second terminal in response to receiving a second annotation obtaining request from the second terminal.

Abstract: Embodiments of the present disclosure disclose a method, a server, a client, and a system for sharing content. The method includes: obtaining sharing request submitted by the client, the sharing request including a destination website to be shared; obtaining sharing content of the destination website according to the destination website; processing the content of the destination website, and generating an accessible address corresponding to the content of the destination website; and sending the accessible address corresponding to the content of the destination website to the client, such that the client replaces the destination website by using the accessible address and sends a sharing message including the accessible address. The method, the server, the client, and the system can be directed to increase efficiency of visiting sharing content.

Abstract: Aspects of the disclosure provide methods and apparatuses for determining a presentation object. In some examples, an apparatus for determining a presentation object includes processing circuitry. The processing circuitry extracts a feature of an object in an image and determines, according to the feature of the object, first feature similarities between the object and a plurality of class nodes. Each class node is associated with at least one leaf node, and each of the class nodes and the leaf nodes is associated with one presentation object. The processing circuitry selects a subset of the plurality of class nodes according to the first feature similarities and calculates second feature similarities between the leaf nodes associated with the selected subset of the plurality of class nodes and the object. The processing circuitry selects a predetermined quantity of presentation objects according to the first feature similarities and the second feature similarities.

Abstract: Embodiments of the present disclosure disclose an image processing method and apparatus. The method may include obtaining a harmonized image. The harmonized image may be harmonized with a promotional content image. The method may further include performing context feature extraction on the harmonized image to obtain context feature information of the harmonized image and extracting multi-level semantic information of an object in the harmonized image based on the context feature information. The method may further include performing image reconstruction based on the context feature information and the multi-level semantic information to obtain a reconstructed image. This solution can improve an image harmonization effect.

Abstract: Embodiments of this disclosure include an image processing method and apparatus. The method may include obtaining feature points corresponding to training images and feature center points of images in a second quantity of categories and obtaining a feature condition probability distribution that the feature points collide with corresponding feature center points. The method may further include performing network training to obtain target feature center points of the images in the second quantity of categories. The method may further include mapping the first quantity of feature points and the second quantity of target feature center points to a Hamming space, to obtain hash codes of the first quantity of training images and hash center points of the images in the second quantity of categories. The method may further include performing network training using the hash condition probability distribution and the ideal condition probability distribution, to obtain an image hash model.

Abstract: In a data read method a plurality of tuples meeting a read condition are determined in a case that the data read request is received and according to a read condition carried in the data read request. Global transaction statuses of a plurality of global transactions corresponding to the plurality of tuples are obtained. Global commit times of the plurality of global transactions according to the global transaction statuses of the plurality of global transactions are obtained. Then a target tuple from the plurality of tuples is determined based on the global commit times of the plurality of global transactions, the target tuple being visible relative to the data read request.

Abstract: Embodiments of this disclosure include a network access control method and device. The method may include obtaining a network connection capability of the terminal device. The network connection capability may include a capability of connecting to a public network and a non-public network (NPN) that are mutually independent. The method may further include performing access control on the terminal device according to a network service requirement and the network connection capability of the terminal device in response to the terminal device being in a connected state.

Abstract: A system is configured to run jobs in Kubernetes based on PBS job inputs. The system may convert a PBS input, such as in the form of a PBS job command line input and/or a PBS job script, to a Kubernetes job configuration file. A Kubernetes system may then perform a job according to the Kubernetes job configuration file. Through implementation of the conversion process, PBS users can leverage the capabilities of Kubernetes to have jobs performed without having to know how to use Kubernetes.

Abstract: According to an example, a computer creates an application entry in a social application page, receives a triggering operation command associated with the application entry, generates, based on the triggering operation command, a floating layer at a predetermined position on the social application page, receives application data at the floating layer, and runs an application in the floating layer based on the application data.

Abstract: An information exchange method based on a virtual space scene is performed at a computing device, the method including: obtaining location information of a current terminal; obtaining, according to the location information of the current terminal, map data of a range in which the current terminal is located; drawing, according to the map data, a map in a constructed three-dimensional space, to obtain a drawing result; simulating, according to the drawing result, a real environment of a geographical location of the current terminal in the three-dimensional space, to obtain a virtual space for information exchange; and collecting an operation triggered by at least two terminals in the virtual space, and controlling information exchange processing of the at least two terminals according to a generated operation instruction.

Abstract: Embodiments of present disclosure disclose a method for updating geomagnetic information performed at a computing device, which belong to the field of electronic technologies. The method includes: receiving target geomagnetic information and target location assistance information that are transmitted by a terminal during positioning; determining a target geographical location corresponding to the target location assistance information in a case that geomagnetic information corresponding to a current geographical location of the terminal is invalid; and updating geomagnetic information corresponding to the target geographical location according to the target geomagnetic information in a prestored correspondence between a geographical location and geomagnetic information. According to the embodiments of the present disclosure, efficiency of updating geomagnetic information can be improved.

Abstract: A method and an apparatus for pushing target information belong to the field of Internet applications. The method includes: determining, according to target information, a user meeting a condition; determining, for each determined user, a target identifier of the target information and strength of interest of the user in the target information as a push task for the user; determining a push task having the greatest strength of interest or a push task whose strength of interest is greater than a predetermined strength threshold as a target push task; and pushing a target push message corresponding to the target push task to the user. In the present disclosure, a target push task is determined according to strength of interest of a user in a push task, a target push message is determined according to the target push task, and the target push message is pushed to the user.