Method and system for product search based on deep-learning

    公开(公告)号:US12118765B2

    公开(公告)日:2024-10-15

    申请号:US17464571

    申请日:2021-09-01

    申请人: NHN Corporation

    发明人: Myounghoon Cho

    摘要: A method and system for performing a deep learning based product search obtain an input image including a target product to be searched; transform a model pose included in the input image; obtain a standard input image having the transformed pose of the model; obtain a main product image having an area including the target product by performing deep learning based on the standard input image; extract a feature vector from the main product image; perform a product search for a product similar to the target product based on the feature vector; and output a result of the product search.

    System and method for automatic matching search advertisement based on product preliminary class

    公开(公告)号:US11941666B2

    公开(公告)日:2024-03-26

    申请号:US17542396

    申请日:2021-12-04

    申请人: NHN Corporation

    摘要: A system for automatic matching search advertisement based on a product includes an advertising server configured to be accessible by at least one affiliate server and provide the affiliate server with a product-based automatic matching advertising interface, a text analysis apparatus configured to generate at least one text-based product attribute value corresponding to selected product advertising information by analyzing text information corresponding to the product advertising information selected by the affiliate server while operating in conjunction with the advertising server and to provide the at least one text-based product attribute value, and at least one user terminal having a product search application provided by the advertising server and installed therein, and connected to the advertising server over a network.

    Apparatus and method for adaptively magnifying graphic user interfaces on display

    公开(公告)号:US11314328B2

    公开(公告)日:2022-04-26

    申请号:US17206131

    申请日:2021-03-19

    申请人: NHN Corporation

    发明人: Dong Jin Lee

    摘要: A mobile device comprises a display panel configured to display a plurality of graphic user interfaces including one or more first type graphic user interfaces and/or one or more second type graphic user interfaces; one or more sensors configured to detect a position of a user; and one or more processors configured to: calculate a relative inclination of the display panel with respect to the position of the user based on the position of the user detected by the sensor, and change sizes of the first type graphic user interfaces among the plurality of graphic user interfaces based on the relative inclination of the display panel. The first type graphic user interfaces are pre-designated among the plurality of graphic user interfaces and stored in memory, and the processors are configured to magnify the sizes of the first type graphic user interfaces according to the relative inclination of the display panel.

    Air handling system and method
    5.
    发明授权

    公开(公告)号:US11287147B2

    公开(公告)日:2022-03-29

    申请号:US16445172

    申请日:2019-06-18

    申请人: NHN Corporation

    发明人: Duk Kyo Jung

    摘要: An air handling system includes an indirect heat exchange apparatus performing heat exchange between external and internal air heat exchange passages; an external air circulation facility connected to the external air heat exchange passage and circulating an external air in an external space other than a target space through the external air heat exchange passage; an internal air circulation facility connected between the target space and the internal air heat exchange passage; the internal air circulation facility circulating an internal air in the target space through the internal air heat exchange passage; external and internal air temperature sensors disposed in the external and internal air circulation facilities to measure temperatures of the external and internal air; and a control apparatus controlling circulation of the external air within the external air circulation facility based on the temperatures of the external and internal air.

    METHOD AND SYSTEM FOR PROVIDING SEARCH RESULTS FOR SIMILAR PRODUCTS BASED ON DEEP-LEARNING

    公开(公告)号:US20220067812A1

    公开(公告)日:2022-03-03

    申请号:US17446113

    申请日:2021-08-26

    申请人: NHN Corporation

    IPC分类号: G06Q30/06 G06N3/04 G06K9/62

    摘要: A method and a system for providing a search result for similar products based on deep learning receive a search image including a product to be searched; search similar product images by performing deep learning based on the search image; when a plurality of the similar product images are searched, performing a first arrangement based on a target similarity for each of the plurality of similar product images; performing deep learning on the plurality of the similar product images, arranged based on the target similarity, based on one or more predetermined parameters; obtaining a mutual similarity representing a similarity between at least two of the plurality of similar product images by performing the deep learning based on the predetermined parameter; obtaining an integrated similarity for each of the plurality of similar product images based on the mutual similarity and the target similarity; performing a second arrangement by arranging the plurality of similar product images based on the integrated similarity; and providing the plurality of the similar product images arranged by the second arrangement.

    File management method for selecting files to process a file management instruction simultaneously

    公开(公告)号:US11030154B2

    公开(公告)日:2021-06-08

    申请号:US16716499

    申请日:2019-12-17

    申请人: NHN Corporation

    发明人: Chang-Yol Baek

    摘要: A method performed by a digital device including a touch interface display apparatus to simultaneously process files displayed thereon, including providing a file list in a first direction, at least a part of information of each file are displayed in a second direction, tracing a first user input on a first file in the second direction, displaying a command selection GUI on a path of the movement, detecting a stop position of the movement and determining a command corresponding to one of the command icons where the movement stopped as an execution command, and tracing a second user input including a movement of a user touch from the one of command icons in the first direction, detecting a stop position of the movement in a second file of the plurality of files, and executing the execution command for the first file, second file, and files displayed therebetween.

    NETWORK SERVER AND METHOD FOR PROVIDING WEB PAGES TO USER TERMINALS

    公开(公告)号:US20210125235A1

    公开(公告)日:2021-04-29

    申请号:US17079209

    申请日:2020-10-23

    IPC分类号: G06Q30/02 G06Q30/06

    摘要: A network server for providing web pages to user terminals which access through user identifications (IDs) may include: a communicator connected to a network; and a processor configured to communicate with the user terminals through the communicator. The processor may be configured to score first convertibility points corresponding to the respective user IDs, according to whether actions of the user terminals on the web pages are matched with predetermined user events, select one of the plurality of message types according to whether the first convertibility point of one user ID among the user IDs is higher than a threshold value, when the one user ID accesses through a user terminal, and provide the selected message type including the selected object to the user terminal of the one user ID.

    NETWORK SERVER COMMUNICATING WITH PLURALITY OF USER TERMINALS OVER NETWORK AND OPERATION METHOD THEREOF

    公开(公告)号:US20210058491A1

    公开(公告)日:2021-02-25

    申请号:US16999066

    申请日:2020-08-21

    申请人: NHN CORPORATION

    IPC分类号: H04L29/06 H04L29/08 G06K9/62

    摘要: A network server communicating with a plurality of user terminals over a network includes a communicator and at least one processor configured to communicate with the plurality of user terminals through the communicator. The at least one processor obtains an event history including information on user input events of each of the plurality of user terminals by communicating with each of the plurality of user terminals through the communicator, determines a macro score corresponding to each of the plurality of user terminals based on each of the event histories of the plurality of user terminals, adjusts a reference value for detecting whether a macro is used, based on the macro scores corresponding to the plurality of user terminals, and detects whether each of the plurality of user terminals uses the macro, by comparing each of the macro scores corresponding to the plurality of user terminals with the reference value.