A system for analyzing screenshots can include a computing device including a processor coupled to a memory and a display screen configured to display content. The system can include an application stored on the memory and executable by the processor. The application can include a screenshot receiver configured to access, from storage to which a screenshot of the content displayed on the display screen captured using a screenshot function of the computing device is stored, the screenshot including an image and a predetermined marker. The application can include a marker detector configured to detect the predetermined marker included in the screenshot. The application can include a link identifier configured to identify, using the predetermined marker, a link to a resource mapped to the image included in the screenshot, the resource accessible by the computing device via the link.

A system for analyzing screenshots can include a computing device including a processor coupled to a memory and a display screen configured to display content. The system can include an application stored on the memory and executable by the processor. The application can include a screenshot receiver configured to access, from storage to which a screenshot of the content displayed on the display screen captured using a screenshot function of the computing device is stored, the screenshot including an image and a predetermined marker. The application can include a marker detector configured to detect the predetermined marker included in the screenshot. The application can include a link identifier configured to identify, using the predetermined marker, a link to a resource mapped to the image included in the screenshot, the resource accessible by the computing device via the link.

The system determines whether content such as an image is suitable for content modification based on one or more criteria. The system includes decision engines or modules configured to evaluate one or more suitability metrics based on corresponding criteria such as publication status, restriction status, context, compatibility, and classification. If content is unsuitable for content modification because of entities or context depicted therein, privacy status, incompatibility with content modification, properties of the content file itself, or other aspects, the system generates a tag indicating the content is unsuitable for content modification. If content is suitable for content modification because of entities or context depicted therein, publication status, compatibility with content modification, properties of the content file itself, or other aspects, the system generates a content modification tag indicating the content is suitable for content modification. Metadata associated with the content is updated based on the flag.

The techniques disclosed herein improve the efficiency of a system by providing intelligent agents for managing data associated with objects that are displayed within mixed-reality and virtual-reality collaboration environments. Individual agents are configured to collect, analyze, and store data associated with individual objects in a shared view. The agents can identify real-world objects and virtual objects discussed in a meeting, collect information about each object and store the collected information in an associated database for access across multiple collaboration environments or communication sessions. The data can be shared between different communication sessions without requiring users to manually store and present a collection of content for each object. The intelligent agents and their associated databases can also persist through different communication sessions to enhance user engagement and improve productivity.

Implementations described herein relate to methods, devices, and computer-readable media to generate and provide image-based creations. A computer-implemented method includes obtaining a plurality of episodes, each episode associated with a corresponding time period and including a respective set of images and person identifiers for each image. The method further includes forming a respective cluster for each episode that includes at least two person identifiers. The method further includes determining whether one or more person identifiers are included in less than a threshold number of clusters, and in response, removing the one or more person identifiers from the clusters that the one or more person identifiers that are included in. The method further includes merging identical clusters to obtain a plurality of people groups that each include two or more person identifiers and providing a user interface that includes an image-based creation based on a particular people group.

Disclosed herein are methods and systems of metadata management for reviewing data from microscopy experimental sessions. Image data from an experimental session is stored in an archive at one or more filepath locations, either locally or on a network. Metadata associated with the image data is stored in a database with a reference to the filepath where the raw image is stored, such that the metadata is associated in the database with the image data. A user can perform post-experimental filtering, sorting, and searching of the underlying image data using the metadata, which allows the image data to be analyzed without duplication of the image data and without manual review of each individual image. The filtered data is presented in an interactive timeline format.

A computer-implemented method for implementing a map calendar application and corresponding map calendar GUI that provide time mold functionality is described herein. The method includes executing the map calendar application to provide the map calendar GUI surfaced on a display. The map calendar GUI includes an interactive visualization of a map calendar, which includes a continuous, manipulable sequence of calendar content data corresponding to calendar content items that are organized based on units of time within a coordinate plane. The method also includes categorizing the calendar content items based on time categories corresponding to the calendar content items and identifying time patterns corresponding to the categorized calendar content items. The method further includes generating a time mold of the map calendar based on the identified time patterns and visually overlaying the time mold onto corresponding calendar content items within the interactive visualization.

A computer-implemented method for implementing a map calendar application and corresponding map calendar GUI that provide time mold functionality is described herein. The method includes executing the map calendar application to provide the map calendar GUI surfaced on a display. The map calendar GUI includes an interactive visualization of a map calendar, which includes a continuous, manipulable sequence of calendar content data corresponding to calendar content items that are organized based on units of time within a coordinate plane. The method also includes categorizing the calendar content items based on time categories corresponding to the calendar content items and identifying time patterns corresponding to the categorized calendar content items. The method further includes generating a time mold of the map calendar based on the identified time patterns and visually overlaying the time mold onto corresponding calendar content items within the interactive visualization.

A server comprises a communications module; a processor coupled with the communications module; and a memory coupled to the processor and storing processor-executable instructions which, when executed by the processor, configure the processor to obtain transfer records identifying value transfers associated with an account of a user, the transfer records including a transfer amount, a transfer date and a transfer descriptor; group the transfer records based on predefined criteria; within at least one group of the transfer records, identify one or more representative transfer records based at least on stored selection criteria; obtain an image associated with at least one of the representative transfer records; and send, via the communications module and to a computing device associated with the user, a transfer record summary interface, the transfer record summary interface including the image associated with the at least one representative transfer record.

A system for identifying perishable products in a retail store based on analysis of image data and for automatically generating suggestions relating to the identified products is provided. The system may comprise at least one processor configured to: receive a set of images depicting a plurality of perishable products displayed on at least one shelving unit in a retail store; analyze the set of images to determine information about a displayed inventory of the plurality of perishable products; obtain information about additional perishable products scheduled to be displayed on the at least one shelving unit; use the information about the displayed inventory and the information about the additional perishable products to determine at least one suggestion regarding placement of perishable products in the retail store; and provide the at least one suggestion to an entity associated with the retail store.