Invention Grant
- Patent Title: Information processing apparatus, information processing method, vehicle, information processing server, and storage medium
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Application No.: US17198773Application Date: 2021-03-11
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Publication No.: US11600078B2Publication Date: 2023-03-07
- Inventor: Yuji Yasui
- Applicant: HONDA MOTOR CO., LTD.
- Applicant Address: JP Tokyo
- Assignee: HONDA MOTOR CO., LTD.
- Current Assignee: HONDA MOTOR CO., LTD.
- Current Assignee Address: JP Tokyo
- Agency: WHDA, LLP
- Priority: JPJP2020-049397 20200319
- Main IPC: G06V20/58
- IPC: G06V20/58 ; G06K9/62 ; G06N3/08

Abstract:
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.
Public/Granted literature
Information query