Method and apparatus for updating deep learning model

    公开(公告)号:US11640550B2

    公开(公告)日:2023-05-02

    申请号:US16026976

    申请日:2018-07-03

    Abstract: The disclosure discloses a method and apparatus for updating a deep learning model. An embodiment of the method comprises: executing following updating: acquiring a training dataset under a preset path, training a preset deep learning model based on the training dataset to obtain a new deep learning model; updating the preset deep learning model to the new deep learning model; increasing training iterations; determining whether a number of training iterations reaches a threshold of training iterations; stopping executing the updating if the number of training iterations reaches the threshold of training iterations; and continuing to execute the updating after an interval of a preset time length if the number of training iterations fails to reach the threshold of training iterations. This embodiment has improved the model updating efficiency.

    Method and apparatus for operating database

    公开(公告)号:US11640474B2

    公开(公告)日:2023-05-02

    申请号:US16455394

    申请日:2019-06-27

    Inventor: Hao Song Baohua Lai

    Abstract: Enclosed are a method and apparatus for operating a database. The method includes: performing, in response to determining a user indicated by a user identifier having a permission to operate on data targeted by a database operation statement, a digital signature on the database operation statement using a user private key to obtain signature information, generating transaction information according to the database operation statement, the signature information and the user identifier, and storing the generated transaction information into a local transaction information buffer pool; and selecting, in response to competing for a transaction information block recording permission using a preset consensus algorithm, transaction information in the local transaction information buffer pool to generate a block, parsing and executing a database operation statement in each piece of selected transaction information, concatenating the generated block to a local blockchain, and broadcasting the generated block to other database servers.

    Method and apparatus for controlling vehicle, device and storage medium

    公开(公告)号:US11628861B2

    公开(公告)日:2023-04-18

    申请号:US16918976

    申请日:2020-07-01

    Abstract: Embodiments of the present disclosure provide a method and an apparatus for controlling a vehicle, a device and a storage medium. The method includes: in response to determining that a target vehicle is located in a historical takeover area, obtaining historical control information associated with passing through a historical path in the historical takeover area, the historical takeover area indicating an area through which a vehicle in a manual control state passed in a previous period; determining a planned path for the target vehicle to pass through the historical takeover area based on the historical control information; and controlling the target vehicle to pass through the historical takeover area in an automatic control state based on the planned path.

    Method and apparatus for video frame interpolation, and device and storage medium

    公开(公告)号:US11627281B2

    公开(公告)日:2023-04-11

    申请号:US17406965

    申请日:2021-08-19

    Inventor: Chao Li

    Abstract: A method and apparatus for video frame interpolation, and a device and a storage medium for the same are provided. The method may include: acquiring a target video, and acquiring a (t−1)th frame of image and a tth frame of image in the target video; acquiring motion level information of pixel points of the (t−1)th frame of image and the tth frame of image; acquiring deep frame interpolation features of the (t−1)th frame of image and the tth frame of image, respectively; and performing a frame interpolation operation layer by layer based on the deep frame interpolation features and the motion level information of the (t−1)th frame of image and the tth frame of image to generate an intermediate frame between the (t−1)th frame of image and the tth frame of image, and interpolating the intermediate frame between the (t−1)th frame of image and the tth frame of image.

    Method and apparatus for allocating server resource, electronic device and storage medium

    公开(公告)号:US11601378B2

    公开(公告)日:2023-03-07

    申请号:US17214763

    申请日:2021-03-26

    Inventor: Tao Yang

    Abstract: Embodiments of the present disclosure disclose a method and apparatus for allocating a server resource, an electronic device and a computer readable storage medium, and relate to the technical fields of cloud platform, cloud environment, containerization and resource allocation. A specific implementation of the method comprises: acquiring a container group creation request initiated by a user for creating a target container group; determining a required amount of server resources required by the user and a remaining amount of the server resources according to the container group creation request, the remaining amount comprising at least one of an exclusive server resource or a shared server resource; rating qualities of the remaining amount of server resources in the remaining amount, and selecting a target server resource corresponding to the required amount according to an obtained actual rating; and allocating the target server resource to the user for creating the target container group.

    Methods and apparatuses for outputting information and calibrating camera

    公开(公告)号:US11593964B2

    公开(公告)日:2023-02-28

    申请号:US17327052

    申请日:2021-05-21

    Abstract: Embodiments of the present disclosure relate to methods and apparatuses for outputting information and calibrating a camera. The method may include: acquiring a first image, a second image, and a third image, the first image being an image photographed by a to-be-calibrated camera, the second image being a high-precision map image including a target area indicated by the first image, and the third image being a reflectance image including the target area; fusing the second image and the third image to obtain a fused image; determining a matching point pair based on points selected by a user in the first image and the fused image; and calibrating the to-be-calibrated camera based on coordinates of the matching point pair.

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