Machine-learning models for image processing
US12387512B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Nov 11, 2024 |
| Grant date | Aug 12, 2025 |
| Priority date | — |
| Expiry date | Nov 11, 2044 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06V2201/07
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Presented herein are systems and methods for the employment of machine learning models for image processing as may be performed by computing devices associated with an end user. A method may include obtaining video data comprising a plurality of frames including a document of a document type. The method may include executing an object recognition engine of a machine-learning architecture using image data of the plurality of frames, the object recognition engine trained to detect edges of documents. The method may include identifying, based on the edge detection, a plurality of boundaries for the document. The method may include validating, based on the plurality of boundaries, the document as the document type. The method may include transmitting via one or more networks, to a computer remote from the computing device, responsive to the validation of the type of document, the image data for the plurality of frames depicting the document.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.