A system may iteratively scan a portion of a document, extract first data from the portion of the document, and determine, using a trained model, whether the first data corresponds to one or more document types based on one or more confidence thresholds. The system may repeat this process, increasing the portion of the document scanned by a predetermined amount each iteration, until the first data corresponds to the one or more document types based on the one or more confidence thresholds. Responsive to determining the first data corresponds to the one or more document types based on the one or more confidence thresholds, the system may cause a graphical user interface (GUI) of a user device to display a notification indicating a document type match.

The technology described herein provides a handwritten postage that comprises handwriting on a postal item that forms a unique identifier for the postal item (e.g., envelope, postcard, sticker) when analyzed by a computer vision application. The unique identifier is computer derived from the handwritten postage and allows one instance of handwritten postage to be differentiated from all other instances of handwritten postage. The unique identifier may be derived from an image of an envelope that includes an instance of handwritten postage when the handwritten postage is activated. The unique identifier may be formed from a combination of handwriting content (e.g., to and from address), metadata (e.g., date activated), pre-printed content on the postal item (e.g., fiducial marks), post-printed content (e.g., to or from address) and the visual image created by all or a portion of the handwriting. Postage value is added to the handwritten postage through an activation process.

Methods and systems are provided to manage documents and extract information from documents by defining segments in each document, each of which is assigned a location in a coordinate system defined over a collection of documents. Metadata is attached to each segment to describe the contents, position, and semantic meaning of material within the segment. A segmenting-specific query language can be used to query the segments and respond to requests for information contained in the documents.

Described embodiments relate to a method comprising: determining a candidate document comprising image data and character data and extracting the image data and the character data from the candidate document. The method comprises providing, to an image-based numerical representation generation model, the image data, and generating, by the image-based numerical representation generation model, an image-based numerical representation of the image data. The method comprises providing, to a character-based numerical representation generation model, the character data; and generating, by the character-based numerical representation generation model, a character-based numerical representation of the character data. The method comprises providing, to a consolidated image-character based numerical representation generation model, the image-based numerical representation and the character-based numerical representation; and generating, by the consolidated image-character based numerical representation generation model, a combined image-character based numerical representation of the candidate document.

Systems, methods, and non-transitory computer readable media configured for enabling content sharing between users of wearable extended reality appliances are provided. In one implementation, the computer readable medium may be configured to contain instructions to cause at least one processor to establish a link between a first wearable extended reality appliance and a second wearable extended reality appliance. The first wearable extended reality appliance may display first virtual content. The second wearable extended reality appliance may obtain a command to display first virtual content via the second wearable extended reality appliance, and in response, this content may be transmitted and displayed via the second extended reality appliance. Additionally, the first wearable extended reality appliance may receive second virtual content from the second wearable extended reality appliance, and display said second virtual content via the first wearable extended reality appliance.

Systems, methods, and non-transitory computer readable media configured for enabling content sharing between users of wearable extended reality appliances are provided. In one implementation, the computer readable medium may be configured to contain instructions to cause at least one processor to establish a link between a first wearable extended reality appliance and a second wearable extended reality appliance. The first wearable extended reality appliance may display first virtual content. The second wearable extended reality appliance may obtain a command to display first virtual content via the second wearable extended reality appliance, and in response, this content may be transmitted and displayed via the second extended reality appliance. Additionally, the first wearable extended reality appliance may receive second virtual content from the second wearable extended reality appliance, and display said second virtual content via the first wearable extended reality appliance.

Methods, systems, and computer media provide for identifying exclusion zones in frames of a video, aggregating those exclusion zones for a specified duration or number of frames, defining a inclusion zone within which overlaid content is eligible for inclusion, and providing overlaid content for inclusion in the inclusion zone. The exclusion zones can include regions in which significant features are detected such as text, human features, objects from a selected set of object categories, or moving objects.

According to an embodiment, the recognition apparatus includes an image interface, an input interface, and a processor. The image interface is configured to acquire a display screen image from an input device for inputting a character string included in a captured image in which recognition of the character string according to a first algorithm fails. The input interface is configured to input the character string to the input device. The processor is configured to acquire a result of character recognition processing performed on the display screen image according to a second algorithm different from the first algorithm, and input the character string based on the result of the character recognition processing to the input device through the input interface.

According to an embodiment, the recognition apparatus includes an image interface, an input interface, and a processor. The image interface is configured to acquire a display screen image from an input device for inputting a character string included in a captured image in which recognition of the character string according to a first algorithm fails. The input interface is configured to input the character string to the input device. The processor is configured to acquire a result of character recognition processing performed on the display screen image according to a second algorithm different from the first algorithm, and input the character string based on the result of the character recognition processing to the input device through the input interface.

A determination system includes an imaging data acquisition device that captures an image of a printed surface of a printed product to acquire imaging data of the captured image, and a determination device that determines a printing method used to produce the printed surface of the printed product for capturing an image by the imaging data acquisition device. The determination device selects a determination area included in the captured image, extracts a determination end image from a portion around an end portion of a black determination image included in the determination area, acquires difference data that is a difference in gradation between two colors among gradation data of RBG colors of the extracted determination end image, acquires a determination value for determining a printing method used to produce the printed surface of the printed product, and determines a printing method used to produce the printed surface of the printed product.