Data retrieval system
    81.
    发明授权

    公开(公告)号:US11500937B1

    公开(公告)日:2022-11-15

    申请号:US16043076

    申请日:2018-07-23

    申请人: Apple Inc.

    摘要: A system for selecting different aspects of data objects to be matched with similar aspects of other data objects. A user inputs a search data object and a value. A neural network computes features for the search object at multiple layers that correspond to different aspects of the object. A descriptor is generated for the search object from features output at a layer position of the neural network determined from the value. The descriptor is compared to corresponding descriptors for objects in a collection to select objects that include aspects similar to an aspect of the search object. The user can change the value to view different objects that include aspects similar to other aspects of the search object. Thus, the user can explore different aspects of an object to find objects that include aspects similar to the aspect of the object that the user is interested in.

    METHODS FOR SEARCHING IMAGES AND FOR INDEXING IMAGES, AND ELECTRONIC DEVICE

    公开(公告)号:US20220358158A1

    公开(公告)日:2022-11-10

    申请号:US17869600

    申请日:2022-07-20

    摘要: A method for searching images is disclosed. The method includes obtaining a query keyword; and obtaining a target semantic embedding of the query keyword via a Semantics Aligning Network (SAN), and searching at least one target image corresponding to the query keyword according to the target semantic embedding via the SAN. The SAN is configured as a semantic embedding extractor and for providing a visual-semantics space, the visual-semantics space defines a mapping relationship between at least one image embedding and semantic embeddings, and each semantic embedding is generated based on a semantic constraint.

    Method and apparatus for managing digital files

    公开(公告)号:US11481433B2

    公开(公告)日:2022-10-25

    申请号:US17667408

    申请日:2022-02-08

    申请人: MemoryWeb, LLC

    摘要: A computer-implemented method of associating digital tags with digital files comprises storing a plurality of digital files having embedded therein content data and metadata including tags; receiving, via a user interface device of a client device, a first tag label containing alphanumeric text created and inputted by a user of the client device; modifying, using a controller device, a selected first one of the tags of the metadata in a first of the digital files to include the first tag label; receiving, via the user interface device or another user interface device, an instruction to search for all of the digital files having at least the first tag label; responsive to receiving the instruction, automatically searching for all of the digital files having at least the first tag label; and displaying, on a video display device associated with the client device, a first indication of the first tag label.

    Systems and methods for automatically managing image data

    公开(公告)号:US11476005B2

    公开(公告)日:2022-10-18

    申请号:US17465297

    申请日:2021-09-02

    摘要: Computer-implemented methods and systems are provided for curating medical images for a medical image database. An example method for curating involves operating a processor to obtain a query medical image, assign the query medical image to an initial set of related images, and generate a similarity indicator for each image of the initial set. The similarity indicator is representative of a measure of similarity between image data of that image and the initial set. The processor is operable to define an intermediate set from the initial set based on the similarity indicators; and generate a relevancy indicator for each image of the intermediate set. The relevancy indicator is representative of a measure of the relevancy between relevance of the image and the intermediate set. The processor is operable to define a curated set of images from the intermediate set based on the relevancy indicators.

    Automatic image classification in electronic communications

    公开(公告)号:US11468707B2

    公开(公告)日:2022-10-11

    申请号:US15887869

    申请日:2018-02-02

    摘要: Techniques of automatic image classification and modification in computing systems are disclosed herein. In one embodiment, a method includes scanning an inbox on email servers for emails containing image files. Upon detecting that an email in the inbox contains an image file, the method includes retrieving an identification photo of a user from a data store. The method also includes determining, via facial recognition, whether the image file in the email contains at least a partial image of the user based on the retrieved identification photo. In response to determining that the image file in the email contains at least a partial image of the user, a metadata value is inserted into the image file indicating that the image file contains at least a partial image of the user before the image file is stored in the inbox on the one or more email servers.