Technologies are generally described for a system to extract description of reference numerals in images and facilitate keyword-based search in images. In various examples, the system may include one or more databases, a computer readable memory, and one or more processors. The system may be configured to extract one or more reference numerals from an image, and identify and extract corresponding description of the one or more reference numerals from a description document corresponding to the image. The system may be further configured to extract text from the images, and store the images in a database with the extracted data, i.e., text, reference numerals, and corresponding descriptions. The system may be further configured to receive an input query intending to search images related to a search logic of the input query, search a database to identify an image including either of text or a reference numeral having a corresponding description that corresponds to the search logic of the input query, and render the identified image via a display device executing the output interface.

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for automatic event recognition and photo clustering. In one aspect, methods include receiving, from a first user, first image data corresponding to a first image, receiving, from a second user, second image data corresponding to a second image, comparing the first image data and the second image data, and determining that the first image and the second image correspond to a coincident event based on the comparing.

An information processing device includes a linker that links respective identification information of one or more persons and an object involved in a transfer established using a network, and an updater that updates the respective identification information for a subsequent transfer transaction.

A method of dynamically updating a feature database that contains features corresponding to a known target object includes providing an image, extracting a first set of features from within the captured image, and comparing the first set of features to the features stored in the feature database. If it is determined that the target object is present in the image then at least one of the extracted features of the first set that are not already included in the feature database are added to the feature database.

A method and system for generating a displayable page with a display card is described. A computer server receives data indicating a vehicle symptom and searches a computer-readable database to determine a most-likely cause of the vehicle symptom, a most-probable component associated with the most-likely cause, a component-type identifier associated with the most-probable component, a subset of information categories from among a set of information categories associated with at least one component-type identifier, and data to populate the display card. The server generates the displayable page including the display card and the data to populate in the display card. The server transmits the displayable page to a display device for displaying the displayable page on a display screen. The server receives data indicating selection of an action trigger in the display card occurred and responsively provides the display device with data to update the display card or another displayable page.

Various systems, mediums, and methods herein describe aspects of an authentication system. The system may receive a request from a user device to authenticate a user. The system may determine a route travelled by the user. The route can be determined based at least on data retrieved from the user device of the user. The system may determine one or more objects viewable along the route. At least one image of the one or more objects can be selected. The system may communicate the at least one image and at least one other image to the user device to be displayed on the user device. The system may receive a selection of the at least one image by the user through a display of the user device. The authentication of the user can be based, at least in part, on the user selection of the at least one image.

Various systems, mediums, and methods herein describe aspects of an authentication system. The system may receive a request from a user device to authenticate a user. The system may determine a route travelled by the user. The route can be determined based at least on data retrieved from the user device of the user. The system may determine one or more objects viewable along the route. At least one image of the one or more objects can be selected. The system may communicate the at least one image and at least one other image to the user device to be displayed on the user device. The system may receive a selection of the at least one image by the user through a display of the user device. The authentication of the user can be based, at least in part, on the user selection of the at least one image.

In one aspect, a computerized method for implementing a hair-service based digital image search engine and ranking comprising the step of providing a hair-service search engine, wherein the hair-service search engine receives a digitalized hair-style portfolio from a hair stylist. The hair-style portfolio comprises a set of hair-style digital images. The set of hair-style digital images comprises one or more views of a set of hair-stylist customers. The method receives a set of tags for each hair-style digital image of set of hair-style digital images. Each tag comprises a hair-style descriptor of the hair style depicted in the hair-style digital image. The method receives a hair stylist contact information. The method stores the digitalized hair-style portfolio, the set of tags and the hair stylist contact information in a digitalized hair-style portfolio database; receives a hair-style search from a user. The method parses the hair-style search ad generating a set of terms.

A system and method and for retrieving one or more visual assets includes receiving a search query for the one or more visual assets, the search query including textual data, encoding the textual data into one or more text embedding representations via a trained text representation machine-learning (ML) model, transmitting the one or more text embedding representations to a matching and selection unit, providing visual embedding representations of one or more visual assets to the matching and selection unit, comparing, by the matching and selection unit, the one or more text embedding representations to the visual embedding representations to identify one or more visual asset search results, and providing the one or more visual asset search results for display.

A computerized exchange network makes available on the Internet collected information of items under inspection, such as goods, real estate, or the like. In one aspect, the items and collected information, such as images and videos, are added to a virtual showroom or other virtual inspection site that presents an inventory of such goods, real estate, or the like available from multiple sellers and/or locations. In another aspect, detailed objective information about the items is provided. In another aspect, a data structure includes desired criteria for a desired item and provides an alert when an item of interest matches the desired criteria.