Patent · US Active

Device and method for training a machine learning system for generating images

US12266161B2 · kind B2 · utility

0Cited by

3References

14Claims

0Family size

Assignee

Robert Bosch GmbH · DE

Inventors

Anna Khoreva · Stuttgart, DE
Vadim Sushko · Stuttgart, DE

Key dates

Filing date	Jan 31, 2022
Grant date	Apr 1, 2025
Priority date	—
Expiry date	Sep 5, 2043

Classification

Technology area (CPC G)Physics
CPC primaryG06V10/764
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A computer-implemented method for training a generative adversarial network. A generator of the generative adversarial network is configured to generate at least one image based on at least one input value. Training the generative adversarial network includes maximizing a loss function that characterizes a difference between a first image determined by the generator for at least one first input value and a third image determined by the generator for at least one second input value.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.