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.
AI classification
Ownership
HONDA MOTOR CO., LTD.
assignment · 563110674
Assignors
YASUI, YUJI
On an employer assignment, the assignors are typically the inventors.