INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, VEHICLE, INFORMATION PROCESSING SERVER, AND STORAGE MEDIUM

Patent №

US 11,600,078

Granted

2023-03-07

Filed 2021

Owner

HONDA MOTOR CO., LTD.

Lab

AI components

4

ml · vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17198773

An information processing apparatus recognizes a target within an actual image by executing processing of a neural network. The information processing apparatus obtains intermediate outputs which correspond to the actual image and a computer graphics (CG) image and which are from a hidden layer when each of the actual image and the CG image has been separately input to the neural network, and causes the neural network to perform learning with use of an evaluation values based on a first evaluation function and a second evaluation function, the first evaluation function causing the evaluation value to decrease as a difference between a recognition result and training data decreases, the second evaluation function causing the evaluation value to decrease as a difference between the intermediate outputs corresponding to the actual image and the CG image decreases.

Machine learningVisionPlanningAI hardwareG06V 10/82G06F 18/2148G06F 18/217G06F 18/251G06N 3/045G06N 3/0464G06N 3/08G06N 3/09+4 more

AI classification

Machine learning1.00
Vision1.00
Planning1.00
AI hardware1.00
Natural language0.03
Knowledge representation0.01
Speech0.00
Evolutionary computation0.00

Ownership

HONDA MOTOR CO., LTD.

assignment · 563110674

Assignors

YASUI, YUJI

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

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