Method and apparatus for identifying item

    公开(公告)号:US11610328B2

    公开(公告)日:2023-03-21

    申请号:US16861293

    申请日:2020-04-29

    Abstract: Embodiments of the present disclosure provide a method and apparatus for identifying an item. The method includes: acquiring an item image of a to-be-identified item; setting initial position coordinates of the to-be-identified item on the item image; and executing following identifying: inputting the item image and the initial position coordinates into a pre-trained attention module to output an item feature of the to-be-identified item; inputting the item feature into a pre-trained long short-term memory network to output a predicted category and predicted position coordinates of the to-be-identified item; determining whether a preset condition is satisfied; and determining, in response to the preset condition being satisfied, a predicted category of the to-be-identified item outputted by the long short-term memory network a last time for use as a final category of the to-be-identified item.

    METHOD AND APPARATUS FOR IDENTIFYING ITEM

    公开(公告)号:US20210035324A1

    公开(公告)日:2021-02-04

    申请号:US16861293

    申请日:2020-04-29

    Abstract: Embodiments of the present disclosure provide a method and apparatus for identifying an item. The method includes: acquiring an item image of a to-be-identified item; setting initial position coordinates of the to-be-identified item on the item image; and executing following identifying: inputting the item image and the initial position coordinates into a pre-trained attention module to output an item feature of the to-be-identified item; inputting the item feature into a pre-trained long short-term memory network to output a predicted category and predicted position coordinates of the to-be-identified item; determining whether a preset condition is satisfied; and determining, in response to the preset condition being satisfied, a predicted category of the to-be-identified item outputted by the long short-term memory network a last time for use as a final category of the to-be-identified item.

    Method and system for managing and sharing data using smart pointers

    公开(公告)号:US10761741B1

    公开(公告)日:2020-09-01

    申请号:US15092620

    申请日:2016-04-07

    Inventor: Yingze Bao

    Abstract: A computer-implemented method and system for managing and sharing data using smart pointers. The computer-implemented method includes obtaining original data and storing the original data in memory. Further, the computer-implemented method includes creating a smart pointer for the original data in a first thread. Furthermore, the computer-implemented method includes duplicating the smart pointer from the first thread to a second thread. Moreover, the computer-implemented method includes share the original data across the first thread and the second thread.

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