Automatic suggestion of most informative images
US12405996B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Jul 30, 2024 |
| Grant date | Sep 2, 2025 |
| Priority date | — |
| Expiry date | Jul 30, 2044 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/084
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
In one embodiment, a computer-implemented method can use a server computer to obtain from a client computer a text input in a query from a user and access in digital data storage coupled to the server computer a plurality of digital images. The computer-implemented method can train a deep learning model to determine a first embedding for the text input and a second embedding of each of the plurality of images. The computer-implemented method can identify one or more relevant images based on a respective similarity of the first embedding to the second embedding. The computer-implemented method can determine image informativeness and confidence scores for information terms of each of the one or more relevant images. The computer-implemented method can transmit to the client computer in response to obtaining the text input, instructions for presenting a user interface comprising the one or more relevant images and the confidence scores.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.