Learning Method, Learning Device, Program, and Recording Medium

Patent №

US 11,113,606

Granted

2021-09-07

Filed 2019

Owner

KONICA MINOLTA, INC.

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16679620

Disclosed is a learning method that may include generating learning data that may contain a composite image including a CG model of an object and may contain a training signal of the object. Further disclosed is a way of learning a recognition function of recognizing information regarding the object from the composite image by neuro computation using the learning data, the generated learning data including new learning data on the basis of a gradient of error for each of pixels of the composite image, which may be calculated from the composite image and the training signal by backpropagation. The disclosed learning may include learning the recognition function by using the new learning data.

Machine learningVisionAI hardwareG06N 3/084G06F 18/214G06N 3/045G06N 3/0464G06N 3/09G06N 5/045G06T 7/0002G06V 10/774+5 more

AI classification

Vision1.00
Machine learning1.00
AI hardware1.00
Evolutionary computation0.12
Speech0.09
Natural language0.01
Knowledge representation0.01
Planning0.00

Ownership

KONICA MINOLTA, INC.

assignment · 509700595

Assignors

SEKII, TAIKI

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

From the same owner

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