Techniques and apparatuses for highlighting media through weighting of people or contexts are described. This document describes techniques that allow a user to quickly and easily highlight media, such as through generating a highlight reel. The techniques also enable selection of context and person weightings by which to tailor highlight reels.

System and computer-implemented image search engine of analyzing tags associated with a sequence of images presented to a user to present a current object of interest of the user is disclosed. An image from among a plurality of images is presented on an electronic display. The image is associated with a set of tags. An input is received indicating a user's preference for the image. A plurality of tags is processed based on the preference and the set of tags to determine a next set of tags from the plurality of tags. A next image is determined from the plurality of images based on the next set of tags. The next image represents a physical object, different from a physical object represented by the previous image. A sequence of images is generated by repeating the above process with the next image in place of the previous image for present a user's current object of interest.

System and computer-implemented image search engine of analyzing tags associated with a sequence of images presented to a user to present a current object of interest of the user is disclosed. An image from among a plurality of images is presented on an electronic display. The image is associated with a set of tags. An input is received indicating a user's preference for the image. A plurality of tags is processed based on the preference and the set of tags to determine a next set of tags from the plurality of tags. A next image is determined from the plurality of images based on the next set of tags. The next image represents a physical object, different from a physical object represented by the previous image. A sequence of images is generated by repeating the above process with the next image in place of the previous image for present a user's current object of interest.

A system for managing documents, comprising: interfaces to a user interface, proving an application programming interface, a database of document images, a remote server, configured to communicate a text representation of the document from the optical character recognition engine to the report server, and to receive from the remote server a classification of the document; and logic configured to receive commands from the user interface, and to apply the classifications received from the remote server to the document images through the interface to the database. A corresponding method is also provided.

This disclosure relates to systems, methods, and computer readable media for performing filtering of computer vision generated tags in a media file for the individual user in a multi-format, multi-protocol communication system. One or more media files may be received at a user client. The one or more media files may be automatically analyzed using computer vision models, and computer vision generated tags may be generated in response to analyzing the media file. The tags may then be filtered using Natural Language Processing (NLP) models, and information obtained during NLP tag filtering may be used to train and/or fine-tune one or more of the computer vision models and the NLP models.

Methods and apparatus for using features of images representing content items to improve the presentation of the content items are disclosed. In one embodiment, a plurality of digital images are obtained, where each of the images represents a corresponding one of a plurality of content items Image features of each of the digital images are determined. Additional features including at least one of user features pertaining to a user of a client device or contextual features pertaining to the client device are ascertained. At least a portion of the content items are provided via a network to the client device using features that include or are derived from both the image features of each of the plurality of digital images and the additional features.

Methods and apparatus for using features of images representing content items to improve the presentation of the content items are disclosed. In one embodiment, a plurality of digital images are obtained, where each of the images represents a corresponding one of a plurality of content items Image features of each of the digital images are determined. Additional features including at least one of user features pertaining to a user of a client device or contextual features pertaining to the client device are ascertained. At least a portion of the content items are provided via a network to the client device using features that include or are derived from both the image features of each of the plurality of digital images and the additional features.

A method of operating a mobile terminal includes obtaining at least one image and determining event information that is to be associated with the obtained at least one image. The method also includes storing, in computer memory, the obtained at least one image and information that associates the obtained at least one image with the event information. The method additionally includes detecting an event on the mobile terminal, and determining that the detected event corresponds to the event information. The method further includes displaying, on a display of the mobile terminal and based on the determination that the detected event corresponds to the event information, a first image among the at least one image that has been stored and associated with the event information.

A method of operating a mobile terminal includes obtaining at least one image and determining event information that is to be associated with the obtained at least one image. The method also includes storing, in computer memory, the obtained at least one image and information that associates the obtained at least one image with the event information. The method additionally includes detecting an event on the mobile terminal, and determining that the detected event corresponds to the event information. The method further includes displaying, on a display of the mobile terminal and based on the determination that the detected event corresponds to the event information, a first image among the at least one image that has been stored and associated with the event information.

Embodiments of the disclosure provide methods and devices for establishing a photographing template database and providing photographing recommendation information. The method includes: acquiring a number of subject characters and/or gender information; sending a request for acquiring a photographing template to a server, the request carrying the number of subject characters and/or gender information, so that the server performs a matching operation on the number of subject characters and/or gender information and description information of each photographing templates in a template database to acquire a matched target photographing template, wherein the template database contains a plurality of photographing templates and corresponding description information, and the description information of the photographing templates and the photographing templates contain a corresponds to number of characters and/or gender information; and providing photographing recommendation information to a user, according to the matched target photographing template returned by the server.