TRAINING OF A CLASSIFIER

Patent №

US 11,106,940

Granted

2021-08-31

Filed 2019

Owner

ROBERT BOSCH GMBH

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16406709

A method and a device for improved training of a classifier. For this purpose, the device for detecting an object has a first image recording device, which is situated in a first position for recording the object from a first perspective. The device furthermore has a stored first classifier, which is configured to detect the object based on the recorded first perspective. At least one second image recording device is situated in a second position for recording the object from a second perspective, which differs from the first perspective. Furthermore, a data processing device is configured to detect the object recorded by the first image recording device based on the first classifier and to assign to the second perspective a class predetermined by the first classifier. This makes it possible to expand the existing classifier to include the detection of the object from different additional perspectives.

Machine learningVisionAI hardwareG06V 10/82G06F 18/214G06F 18/217G06V 10/764G06V 20/56B60R 11/04

AI classification

Vision1.00
Machine learning0.91
AI hardware0.56
Planning0.00
Natural language0.00
Knowledge representation0.00
Evolutionary computation0.00
Speech0.00

Ownership

ROBERT BOSCH GMBH

assignment · 500500246

Assignors

SCHWARZENBERG, GREGOR, KURRE, HENDRIK, RUEGER, JOHANNES-JOERG, SCHULZ, UDO

On an employer assignment, the assignors are typically the inventors.

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